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fichier *.bib ===> PHP

dimanche 24 avril 2005 à 12:13:56 | fichier *.bib ===> PHP

mystere11

Bonjour


en fait ; mon probleme consiste à avoir la solution pour pouvoir extraire des données qui sont dans un fichier d'extension *.bib (qu'on peut lire avec un éditeur de texte) et remplir un tableau qui se trouve dans mon site developpé en PHP !!

plus simplement , je cherche comment localiser les données dans le fichiers *.bib ( comment les lire)
sachant que je suis novice et que j'utilise le PHP version 4 ( 4.2 )


merci  

dimanche 24 avril 2005 à 13:08:24 | Re : fichier *.bib ===> PHP

malalam

Administrateur CodeS-SourceS
Hello,

je ne sais pas a quoi ressemble ton fichier bib, mais avec des expressions regulieres, on peut parser (lire) a peu pres n'importe quoi :

www.expreg.com
dimanche 24 avril 2005 à 14:05:16 | Re : fichier *.bib ===> PHP

Anthomicro

Salut,

donnes-nous l'exemple d'un de ces fichiers et ce que tu veux récupérer dedans...

a +


    dimanche 24 avril 2005 à 14:49:58 | Re : fichier *.bib ===> PHP

    mystere11

    merci

    voilà un exemple de fichier :
    @STRING{ieee = {IEEE Transactions on Knowledge and Data Engineering}}
    @STRING{ieee1 = {IEEE Transactions On Software Engineering}}
    @STRING{ieee2 = {IEEE Transactions On Communication}}
    @STRING{acm = {ACM Transactions on Office Information Systems}}
    @STRING{acm2 = {ACM Transactions on Information Systems}}
    @STRING{acm1 = {ACM Transactions on Database Systems}}
    @STRING{acm0 = {ACM Computing Surveys}}
    @STRING{acm4 = {Communications of the ACM}}
    @STRING{ifs = {Information Sciences Journal}}
    @STRING{dtk  = {Data and Knowledge Engineering Journal}}
    @STRING{ic  = {Information and Control Journal}}
    @STRING{fss  = {Fuzzy Sets and Systems Journal}}
    @STRING{jis  = {Journal of Intelligent Systems}}
    @STRING{ieeetfs = {IEEE Transactions on Fuzzy Systems}}
    @STRING{is = {Information Systems Journal}}
    @STRING{bs = {Bulletin de la soci\'et\'e math\'ematique de France}}
    @STRING{inf  = {INFormation Systems and Operational Research Journal}}
    @STRING{tm = {Trans. Amer. Math. Soc.}}
    @STRING{jesa  = {Journal Europ\'{e}en des syst\`{e}mes Automatis\'{e}s}}


    @INPROCEEDINGS{armstrong74,
        DATE = {1974},
        AUTHOR = {W.W. Armstrong},
        TITLE =  {Dependency structures of database relationships},
        KEYWORDS = {},
        YEAR = {1974} ,
        BOOKTITLE = {IFIP Congress},
        PAGES = {580--583},
        NUMBER = {},
        VOLUME = {},
        MONTH = {September},
        ABSTRACT = {}
    }

     

    @ARTICLE{si2,
        DATE = {1986},
        AUTHOR = {P. Atzeni and N.M. Morfuni },
        TITLE = {{Functional dependencies and constraints on null values in database relations}},
        KEYWORDS = {},
        YEAR = {1986},
        JOURNAL = ic,
        PAGES = {1--31},
        NUMBER = {70},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    *********** sadok***********
    @TECHREPORT{master96,
         ADDRESS ={ERPAH Laoratory,Computer Sciences Department,Faculty of Sciences of Tunis},
         AUTHOR = {S. BenYahia and A. Jaoua},
         TITLE = {{Etude des d\'{e}pendances floues (Study of fuzzy dependencies)}},
         INSTITUTION = {Faculty of Sciences of Tunis},
         TYPE = {Master report},
         MONTH = {July},

         PAGES = {98},
         YEAR = {1996}
    }
    @INPROCEEDINGS{relmics97,
        DATE = {6--10},
        AUTHOR = {S. BenYahia and H. Ounalli and A. Jaoua},
        TITLE =  {Dynamic fuzzy functional dependency},
          Editor= {A. Jaoua},
        KEYWORDS = {},
        YEAR = {1997} ,
          BOOKTITLE = {Proceedings of the Intl. Conference on the use of Relational Methods in Computer Science (RELMICS'97), Hammamet, Tunisia},
        PAGES = {39--50},
        NUMBER = {3},
        MONTH = {6--10 January},
        ABSTRACT = {}
    }
    @TECHREPORT{fss98,
         ADDRESS ={ERPAH Laoratory,Computer Sciences Department,Faculty of Sciences of Tunis},
         AUTHOR = {S. BenYahia and A. Jaoua},
         TITLE = {{Overview of fuzzy implications in the context of fuzzy functional dependencies}},
         INSTITUTION = {Faculty of Sciences of Tunis},
         TYPE = {Technical report},
         MONTH = {July},
         PAGES = {10},
         YEAR = {1998}
    }
    @TECHREPORT{mag98,
         ADDRESS ={Faculty of Sciences of Tunis, Tunisia},
         AUTHOR = {S. BenYahia and A. Jaoua},
         TITLE = {{Fuzzy Functional dependency and extrapolating missing values}},
         INSTITUTION = {ERPAH },
         TYPE = {Technical report},
         MONTH = {September},
         PAGES = {13},
         YEAR = {1998}
    }

    @INPROCEEDINGS{ipmu98,
        DATE = {6--10},
        AUTHOR = {S. BenYahia and A. Jaoua},
        TITLE =  {Une nouvelle d\'{e}finition de d\'{e}pendance fonctionnelle bas\'{e}e sur l'implication de Lukasiewicz},
            Publisher={EDK Press},
        KEYWORDS = {},
        YEAR = {1998} ,
          BOOKTITLE = {Proceedings of the Intl. Conference of Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU'98), Paris},
        PAGES = {1670--1676},
        NUMBER = {7},
        VOLUME = {II},
        MONTH = {6--10 July},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{jcis98,
        DATE = {23--28},
        AUTHOR = {S. BenYahia and A. Jaoua},
        TITLE =  {Lukasiewicz implication based multivalued fuzzy dependencies},
        Editor={P. P. Wang},
        KEYWORDS = {},
        YEAR = {1998} ,
          BOOKTITLE = {Proceedings of the Intl. Conference on Fuzzy Theory and Technology (in JCIS '98), Durham, North Carolina, USA},
        PAGES = {272--275},
        NUMBER = {6},
        VOLUME = {I},
        MONTH = {23--28 October},
        ABSTRACT = {}
    }

    @ARTICLE{ifs99,
        DATE = {1999},
            AUTHOR = {S. BenYahia and H. Ounalli and A. Jaoua},
        TITLE = {{An extension of classical functional dependency: Dynamic fuzzy functional dependency}},
        KEYWORDS = {},
        YEAR = {1999},
        JOURNAL = ifs,
        PAGES = {219--234},
        NUMBER = {3--4},
        VOLUME ={119},
        MONTH = {December},
        ABSTRACT = {}
    }


    @INPROCEEDINGS{cimca99,
        DATE = {17--19},
          AUTHOR = {S. BenYahia and A. Jaoua},
        TITLE =  {A based-rectangles algorithm for discovering relationships in databases},
        KEYWORDS = {},
        YEAR = {1999} ,
          BOOKTITLE = {Proceedings of the Intl. Conference on Computational Intelligence for Modelling, Control and Automation (CIMCA'99), Vienna},
        PAGES = {229--234},
        NUMBER = {1},
        VOLUME = {Intelligent Image Processing, Data Analysis and Information Retrieval},
        MONTH = {17--19 February},
          ABSTRACT = {},
        Publisher= {IOS Press},
          EDITOR ={M. Mohammadian}
    }

    @INPROCEEDINGS{pakdd99,
        DATE = {26--28},
          AUTHOR = {S. BenYahia and A. Jaoua},
        TITLE =  {BRRA: A based relevant rectangle algorithm for mining relationships in databases},
        KEYWORDS = {},
        YEAR = {1999} ,
          BOOKTITLE = {Proceedings of the Intl. Third Pacific-Asia Conference on Knowledge Data Discovery (PAKDD'99),  Lecture Notes in Artificial intelligence 1574,Beiging},
          PAGES = {515--519},
        NUMBER = {},
        VOLUME = {},
        MONTH = {26--28 April},
          ABSTRACT = {},
        Publisher={Springler-Verlag},
          EDITOR ={N. Zhong and L. Zhou}
    }
    @ARTICLE{infor99,
        DATE = {2000},
        AUTHOR = {H. Ounalli and A. Jaoua and S. BenYahia},
            TITLE = {{Les d\'{e}pendances difonctionnelles floues}},
        KEYWORDS = {},
        YEAR = {2000},
            JOURNAL ={INFOR Journal},
        PAGES = {},
        NUMBER = {2},
        VOLUME ={30},
        MONTH = {May},
        ABSTRACT = {}
    }


    @INPROCEEDINGS{cerdojes99,
            DATE = {24--25},
            AUTHOR = {S. Elloumi and S. BenYahia and M.M. Gammoudi},
            TITLE =  {Knowledge based systems and their contribution to the sport domain},
        KEYWORDS = {},
        YEAR = {1999} ,
            BOOKTITLE = {Proceedings of the Intl. conference "Pour une contribution... vers un sport d'ecellence", Gammarth, Tunisia},
            PAGES = {},
        NUMBER = {},
        VOLUME = {},
            MONTH = {24--25 April},
        ABSTRACT = {},
            EDITOR ={}
    }
    @INPROCEEDINGS{fuzzieee99,
            DATE = {22--25},
            AUTHOR = {S. BenYahia and A. Jaoua},
            TITLE =  {Mining linguistic summaries of databases using based Lukasiewicz implication fuzzy functional dependency},
        KEYWORDS = {},
        YEAR = {1999} ,
          BOOKTITLE = {Proceedings of the IEEE Intl. conference on Fuzzy Systems FUZZ-IEEE'99, Seoul, Korea},
          PAGES = {1246--1250},
        NUMBER = {8},
        VOLUME = {II},
          MONTH = {22--25 August},
        ABSTRACT = {},
            EDITOR ={}
    }
    @INPROCEEDINGS{systemics1999,
            DATE = {31--04},
            AUTHOR = {S. BenYahia and Kh. Arour and A. Jaoua},
            TITLE =  {A rectangular process to discover compact rules in databases},
        KEYWORDS = {},
            YEAR = {1999} ,
            BOOKTITLE = {Proceedings of the Intl. Conference on Information Syst. Analysis and Synthesis (SCI'99 and ISAS'99), Orlando, USA},
            PAGES = {47--52},
        NUMBER = {5},
            VOLUME = {},
            MONTH = {31--04 July/August},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{relmics2000,
        DATE = {2000},
            AUTHOR = {A. Jaoua and F. Alvi and S. Elloumi and S. BenYahia},
        TITLE =  {Galois connection in fuzzy binary relations: applications for discovering association rules and decision making},
        KEYWORDS = {},
        YEAR = {2000} ,
            BOOKTITLE = {Proceedings of the Intl. Conference RELMICS'2000, Canada},
        PAGES = {141--149},
        NUMBER = {5},
        VOLUME = {},
        MONTH = {10--14 January},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{ipmu2000,
        DATE = {3--7},
        AUTHOR = {S. BenYahia and A. Jaoua},
            TITLE =  {A top-down approach for mining fuzzy association rules},
        KEYWORDS = {},
            YEAR = {2000} ,
            BOOKTITLE = {Proceedings of the Intl. Conference of Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU'2000), Madrid, Spain},
            PAGES = {952--959},
        NUMBER = {8},
            VOLUME = {II},
        MONTH = {3--7 July},
        ABSTRACT = {}
    }
    @ARTICLE{informat2000,
            DATE = {2000},
            AUTHOR = {S. BenYahia and Kh. Arour and A. Slimani and A. Jaoua},
            TITLE = {{Discovery of Compact Rules in Relational Databases}},
        KEYWORDS = {},
            YEAR = {2000},
            JOURNAL = {Information Journal},
            PAGES = {497--511},
            NUMBER = {4},
            VOLUME ={3},
            MONTH = {October},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{jcis2000,
            DATE = {27--03},
        AUTHOR = {S. BenYahia and A. Jaoua},
            TITLE =  {Discovering fuzzy large concepts using fuzzy Galois connection},
        KEYWORDS = {},
            YEAR = {2000} ,
            BOOKTITLE = {Proceedings of the Intl. Conference on Fuzzy Theory and Technology (in JCIS '2000), Atlantic City, USA},
            PAGES = {268--271},
        NUMBER = {7},
            VOLUME = {I},
            MONTH = {27--03 February/March},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{acidca2000,
            DATE = {22--24},
            AUTHOR = {S. BenYahia and Kh. Arour and A. Jaoua},
            TITLE =  {Completing missing values in databases using discovered association rules},
        KEYWORDS = {},
            YEAR = {2000} ,
            BOOKTITLE = {Proceedings of the Intl. Conference on Artificial and Computational Intelligence for Decision, Control and Automation in Engineering and Industrial Applications (ACIDCA'2000), Monastir, Tunisia},
            PAGES = {138--141},
        NUMBER = {1},
            VOLUME = {Intelligent Methods},
            MONTH = {22--24 March},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{dexa2000,
            DATE = {},
            AUTHOR = {S. BenYahia and Kh. Arour and A. Jaoua},
            TITLE =  {Completing missing values in databases using discovered formal concepts},
        KEYWORDS = {},
            YEAR = {2000} ,
            BOOKTITLE = {Proceedings of the Intl. Conference Database and Expert Systems Applications (DEXA'2000), Lecture Notes in Computer Science, 1873,London,U.K.},
            PAGES = {741--751},
        NUMBER = {},
            VOLUME = {},
            MONTH = {4--8 September},
            ABSTRACT = {},
            Publisher= {Springer-Verlag},
            EDITOR ={M. Ibrahim and J. Kung and N. Revell}
    }

    @INCOLLECTION{verlag2000,
         AUTHOR = {S. BenYahia and A. Jaoua},
         TITLE = {{Discovering knowledge from fuzzy concept lattice}},
         YEAR = {2001},
         Month ={March},
         EDITOR = {A. Kandel and M. Last and H. Bunke},
         PUBLISHER = {Physica Verlag, Heidelberg},
         BOOKTITLE ={Data mining and Computational Intelligence},
         SERIES= {Studies in Fuzziness and Soft Computing, Vol. 68},
         CHAPTER ={7},
         PAGES = {167--190}

    }
    @INPROCEEDINGS{nafips01,
            DATE = {25--28},
            AUTHOR = {S. BenYahia and A. Jaoua},
            TITLE =  {At the crossroads of fuzzy Galois lattice and Information retrieval},
        KEYWORDS = {},
            YEAR = {2001} ,
            BOOKTITLE = {Proceedings of the Intl. Conference NAFIPS/IFSA, Vancouver, Canada},
            PAGES = {2458--2463},
        NUMBER = {},
            VOLUME = {},
            MONTH = {25--28 July},
            ABSTRACT = {},
            Publisher= {},
            EDITOR ={}
    }
    @INPROCEEDINGS{jordan01,
            DATE = {25--28},
            AUTHOR = {S. BenYahia and Kh. Arour and A. Jaoua},
            TITLE =  {Mining Fuzzy Formal Concepts for Completing Missing Values},
        KEYWORDS = {},
            YEAR = {2001} ,
            BOOKTITLE = {Proceedings of the Intl. Symposium on Innovation in Information and Communication Technology, Amman, Jordan},
            PAGES = {2458--2463},
        NUMBER = {},
            VOLUME = {},
            MONTH = {26--27 september},
            ABSTRACT = {},
            Publisher= {},
            EDITOR ={}
    }

    @INPROCEEDINGS{AICSSA01,
            DATE = {26--29},
            AUTHOR = {Ch. Latiri and S. BenYahia},
            TITLE =  {Generating Implicit association rules from textual databases},
        KEYWORDS = {},
            YEAR = {2001} ,
            BOOKTITLE = {Proceedings of the Intl. ACS/IEEE Conference AICCSA'2001,Beirut, Lebanon},
            PAGES = {137--143},
        NUMBER = {},
            VOLUME = {},
            MONTH = {26--29 June},
            ABSTRACT = {},
            Publisher= {},
            EDITOR ={}
    }
    @INPROCEEDINGS{inforsid01,
            DATE = {},
            AUTHOR = {Ch. Latiri and S. BenYahia},
            TITLE =  {Textmining: Generating association rules from textual data},

        KEYWORDS = {},
            YEAR = {2001} ,
            BOOKTITLE = {Proceedings of the  XIX\'{e}me Congr\'{e}s Informatique des Organisations et Syst\`{e}mes d'Information et de D\'{e}cision (INFORSID'2001), Geneve, Switzerland},
            PAGES = {27--39},
        NUMBER = {},
            VOLUME = {},
            MONTH = {29--30 May},
            ABSTRACT = {},
            Publisher= {},
            EDITOR ={}
    }
     @INCOLLECTION{methodos02,
         AUTHOR = {A. Jaoua and S. Elloumi and S. BenYahia and F. Alvi},
         TITLE = {{Galois connection in fuzzy binary relations: applications for discovering association rules and decision making}},
         YEAR = {2002},
         Month ={},
         EDITOR = {J. Desharnais and M. Frappier and W. McCaul},
         PUBLISHER = {Methodos Publisher},
         BOOKTITLE ={Relational Methods in Computer Science: The Qu\'{e}bec Seminar},
         SERIES= {},
         CHAPTER ={5},
         PAGES = {85--112}

    }

     

    @ARTICLE{egcsad2002,
            DATE = {2002},
            AUTHOR = {S. BenYahia and Y. Slimani},
            TITLE = {{Discovering Association Rules using the Formal Concept Analysis}},
        KEYWORDS = {},
            YEAR = {2002},
            JOURNAL = {Extraction des Connaissances et Apprentissage (special issue of Intl. Conference of Journ\'{e} es francophones d'Extraction et Gestion des Connaissances(EGC'2002), Montpellier, France},
            PAGES = {233--244},
            NUMBER = {4},
            VOLUME ={1},
            MONTH = {January},
        ABSTRACT = {}
    }
    @ARTICLE{egc02bis,
            DATE = {2001},
            AUTHOR = {Ch. L. Cherif and S. Elloumi and S.BenYahia and A. Jaoua},
            TITLE = {{Textmining: Extension de la connexion de Galois floue}},
          KEYWORDS = {},
            YEAR = {2001},
            JOURNAL = {Extraction des Connaissances et Apprentissage (special issue of Intl. Conference of Journ\'{e} es francophones d'Extraction et Gestion des Connaissances(EGC'2002), Montpellier, France},
            PAGES = {375--386},
            NUMBER = {4},
            VOLUME ={1},
            MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{ipmu2002,
        DATE = {1--5},
        AUTHOR = {S. BenYahia},
          TITLE =  {Discovering and incrementally maintaining fuzzy association rules},
        KEYWORDS = {},
            YEAR = {2002} ,
            BOOKTITLE = {Proceedings of the Intl. Conference of Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU'2002), Annecy, France},
            PAGES = {},
        NUMBER = {},
            VOLUME = {},
        MONTH = {1--5 July},
        ABSTRACT = {}
    }
    @TECHREPORT{rap02,
         ADDRESS ={Universit\'{e} Laval, Canada},
         AUTHOR = {Ch. L. Cherif and S. BenYahia and G. Mineau and A. Jaoua},
         TITLE = {{Query Expansion using Conceptual Non Redundant Association Rules between
    Terms}},
         INSTITUTION = {Laboratoire d'Intelligence Computationnelle},
         TYPE = {Technical report},
         MONTH = {December},
         PAGES = {},
         YEAR = {2002}
    }
    @TECHREPORT{rap02bis,
         ADDRESS ={Universit\'{e} Laval, Canada},
         AUTHOR = {S. BenYahia and P. Valtchev and G. Mineau},
         TITLE = {{Discovering non-redundant fuzzy association rules : a conceptual approach}},
         INSTITUTION = {Laboratoire d'Intelligence Computationnelle},
         TYPE = {Technical report},
         MONTH = {December},
         PAGES = {},
         YEAR = {2002}
    }

    @TECHREPORT{rap03,
         ADDRESS ={Montr\'eal, Qu\'ebec, Canada, H3C 3J7},
         AUTHOR = {S. BenYahia and P. Valtchev},
         TITLE = {{Extracting Rules From Generic Concept Intents: The Case Of Fuzzy Association Rules}},
         INSTITUTION = {DIRO, Universit\'e de Montr\'eal},
         TYPE = {Technical report},
         MONTH = {February},
         PAGES = {},
         YEAR = {2003}
    }
    @ARTICLE{egc2003,
            DATE = {22--24},
            AUTHOR = {S. BenYahia and Ch. L. Cherif and G. Mineau and A. Jaoua},
            TITLE = {{D\'{e}couverte des r\`{e}gles associatives non redondantes : application aux corpus textuels}},
        KEYWORDS = {},
            YEAR = {2003},
            JOURNAL = {Revue d'Intelligence Artificielle (special issue of Intl. Conference of Journ\'{e}es francophones d'Extraction et Gestion des Connaissances(EGC'2003), Lyon,France},
            PAGES = {131--143},
            NUMBER = {1--2--3},
            VOLUME ={17},
            MONTH = {22--24 January},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{jim2003,
        DATE = {3--6 septembre},
        AUTHOR = {Ch. Latiri and S. BenYahia and J.P. Chevalet and A. Jaoua},
          TITLE =  {Query Expansion using fuzzy association rules between terms},
        KEYWORDS = {},
            YEAR = {2003} ,
            BOOKTITLE = {of the Int Conf JIM'03 Knowledge Discovery and Discrete Mathematics (Journ\'{e}es d'Informatique Messine), Metz, France},
            PAGES = {},
        NUMBER = {},
            VOLUME = {},
        MONTH = {septembre},
        ABSTRACT = {}
    }

    ************ bosc
    @INPROCEEDINGS{bosc94,
            DATE = {1994},
            AUTHOR = {P. Bosc and D. Dubois and H. Prade},
            TITLE =  {Fuzzy functional dependencies -An overview and a critical discussion},
            KEYWORDS = {},
            YEAR = {1994} ,
            BOOKTITLE = {Proceedings of IEEE Intl. Conference on Fuzzy Systems},
            PAGES = {325--330},
            NUMBER = {3},
            VOLUME = {},
            MONTH = {},
            ABSTRACT = {}
    }
    @ARTICLE{bosc95,
        DATE = {1995},
        AUTHOR = {P. Bosc and O. Pivert},
        TITLE =  {SQLF: A relational database language for fuzzy querying},
        KEYWORDS = {},
        YEAR = {1995},
        JOURNAL = ieeetfs,
        PAGES = {1--17},
        NUMBER = {1},
        VOLUME = {3},
        MONTH = {},
        ABSTRACT = {}
    }

    @INCOLLECTION{bosca95,
         AUTHOR = {P. Bosc and L. Li\'{e}tard and O. Pivert},
         TITLE = {{Quantified statements and database fuzzy querying}},
         YEAR = {1995},
         PAGES = {275--308},
         PUBLISHER = {Physica Verlag, Heidelberg},
         CHAPTER  = {},
         EDITOR = {P. Bosc and J. Kasprzyk},
         Booktitle = {Fuzziness in database management systems}

    }

    @INPROCEEDINGS{boscpra95,
            DATE = {1995},
            AUTHOR = {P. Bosc and D. Dubois and H. Prade},
            TITLE =  {Approximate data reduction and fuzzy functional dependencies},
            KEYWORDS = {},
            YEAR = {1995} ,
            BOOKTITLE = {Proceedings of the Intl. IFSA world congress, Sao Paolo, Bresil},
            PAGES = {369--372},
            NUMBER = {6},
            VOLUME = {II},
            MONTH = {},
            ABSTRACT = {}
    }
    @TECHREPORT{bosc96,
         ADDRESS ={IRIT-Toulouse/ENSSAT-Lannion, France},
         AUTHOR = {P. Bosc and D. Dubois and  H. Prade },
         TITLE = {{Fuzzy functional dependencies and redundency elimination}},
         INSTITUTION = {IRIT Laboratory},
         TYPE = {Technical report IRIT/96-10-R},
         MONTH = {July},
         PAGES = {36},
         YEAR = {1996}
    }

    @INPROCEEDINGS{bosc97,
            DATE = {1997},
            AUTHOR = {P. Bosc and L. Li\'etard and O. Pivert},
            TITLE =  {Gradualit\'e, impr\'ecision et d\'ependances fonctionnelles},
            KEYWORDS = {},
            YEAR = {1997} ,
            BOOKTITLE = {Proceedings of Journ\'ees BDA'97, Grenoble },
            PAGES = {391--413},
            NUMBER = {13},
            VOLUME = {},
            MONTH = {September},
            ABSTRACT = {}
    }
    @INPROCEEDINGS{boscb97,
            DATE = {1997},
            AUTHOR = {P. Bosc and L. Li\'etard and O. Pivert},
            TITLE =  {At the crossroads of fuzzy sets and functional dependencies},
            KEYWORDS = {},
            YEAR = {1997} ,
            BOOKTITLE = {Proceedings of the Intl. workshop on imprecision and uncertainty in databases, Barcelona, Spain},
            PAGES = {13--16},
            NUMBER = {},
            VOLUME = {},
            MONTH = {5--6 July},
            ABSTRACT = {}
    }
    @INPROCEEDINGS{boscieee7,
            DATE = {1997},
            AUTHOR = {P. Bosc and O. Pivert},
            TITLE =  {On the comparison of imprecise values in fuzzy databases},
            KEYWORDS = {},
            YEAR = {1997} ,
            BOOKTITLE = {Proceedings of the Intl. conference FUZZ-IEEE'97, Barcelona, Spain},
            PAGES = {},
            NUMBER = {},
            VOLUME = {},
            MONTH = {3--6 July},
            ABSTRACT = {}
    }
    @INPROCEEDINGS{bos98,
            DATE = {},
            AUTHOR = {P. Bosc and L. Li\'etard and O. Pivert},
            TITLE =  {Extended functional dependencies as a basis for linguistic summaries},
        KEYWORDS = {},
            YEAR = {1998} ,
            BOOKTITLE = {Proceedings of the 2nd European Symposium on Principles of Data Mining and Knowledge Discovry (PKDD'98),Berlin,LNAI, Volume 1510, Springer},
            PAGES = {255--263},
        NUMBER = {},
            VOLUME = {},
            MONTH = {23--26 September},
            ABSTRACT = {},
            Publisher= {},
            EDITOR ={J.M. Zytkow and M. Quafafou}
    }
    @INPROCEEDINGS{bos99_dfd,
            DATE = {},
            AUTHOR = {P. Bosc and O. Pivert and L. Ughetto},
            TITLE =  {On data summaries based on gradual rules},
        KEYWORDS = {},
            YEAR = {1999} ,
            BOOKTITLE = {Proceedings of the Intl. Conf. on Computational Intelligence, 6th  Dortumund Fuzzy days (DFD'99),LNCS, Volume 1625, Springer},
            PAGES = {512--521},
        NUMBER = {},
            VOLUME = {},
            MONTH = {25--28 may},
            ABSTRACT = {},
            Publisher= {},
            EDITOR ={}
    }

    @ARTICLE{liu92,
            DATE = {1992},
        AUTHOR = {W. Liu},
            TITLE = {{The reduction of the fuzzy data domain and fuzzy consistent join}},
        KEYWORDS = {},
            YEAR = {1992},
        JOURNAL = fss,
            PAGES = {89--96},
            NUMBER = {50},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{liu93,
        DATE = {1993},
        AUTHOR = {W. Liu},
        TITLE = {{The fuzzy functional dependency on the basis of the semantic distance}},
        KEYWORDS = {},
        YEAR = {1993},
        JOURNAL = fss,
        PAGES = {173--179},
        NUMBER = {59},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    ********* prade et dubois
    @BOOK{prade80,
         AUTHOR = {H. Prade and D. Dubois},
         TITLE = {Fuzzy sets and systems: Theory and applications},
         YEAR = {1980},
         PUBLISHER = {Academic Press, New York},
         EDITOR = {}
    }
    @BOOK{prade88,
         AUTHOR = {D. Dubois and H. Prade},
         TITLE = {{Th\'{e}orie des possibilit\'{e}s: Application \`a la repr\'{e}sentation des connaissances en informatique}},
         YEAR = {1988},
         EDITOR = {},
         PUBLISHER = {Edition MASSON, Paris},
         PAGES = {292}
    }
    @ARTICLE{prade84,
        DATE = {1984},
        AUTHOR = {H. Prade. and C. Testemale },
        TITLE = {{Generalizing database relational algebra for the treatment of incomplete or uncertain information and vague queries}},
        KEYWORDS = {},
        YEAR = {1984},
        JOURNAL =ifs,
        PAGES = {115--134},
        NUMBER = {34},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{pradeal89,
        DATE = {1989},
        AUTHOR = {I. Arrazola and  A. Plainfosse and H. Prade and C. Testemale},
        TITLE = {{Extrapolation of fuzzy values from incomplete databases}},
        KEYWORDS = {},
        YEAR = {1989},
        JOURNAL = is,
        PAGES = {487--492},
        NUMBER = {6},
        VOLUME ={14},
        MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{dub92,
            DATE = {1992},
            AUTHOR = {D. Dubois and H. Prade},
            TITLE =  {Generalized dependencies in fuzzy databases},
            KEYWORDS = {},
            YEAR = {1992} ,
            BOOKTITLE = {Proceedings of the Intl. conference IPMU'92, Mallorca, Spain},
            PAGES = {263--266},
            NUMBER = {},
            VOLUME = {},
            MONTH = {6--10 July},
            ABSTRACT = {}
    }
    @ARTICLE{dubpra92,
        DATE = {1992},
        AUTHOR = {D. Dubois and H. Prade},
        TITLE = {{Gradual inference rules in approximate reasonning}},
        KEYWORDS = {},
        YEAR = {1992},
        JOURNAL = ifs,
        PAGES = {103--122},
        NUMBER = {61},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{dub96,
        DATE = {1996},
        AUTHOR = {D. Dubois and H. Prade},
        TITLE = {{What are fuzzy rules and how to use them}},
        KEYWORDS = {},
        YEAR = {1996},
        JOURNAL = fss,
        PAGES = {169--185},
        NUMBER = {84},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{dub96a,
            DATE = {1996},
            AUTHOR = {D. Dubois and H. Prade},
            TITLE =  {Using fuzzy sets in database systems: Why and how ?},
            KEYWORDS = {},
            YEAR = {1996} ,
            BOOKTITLE = {Proceedings of the Intl. conference of Flexible query answering Systems (FQAS'96), Rosklide, Denmark },
            PAGES = {89--103},
            NUMBER = {},
            VOLUME = {},
            MONTH = {22--24 May},
            ABSTRACT = {}
    }
    @ARTICLE{dub97,
        DATE = {1997},
        AUTHOR = {D. Dubois and H. Prade},
        TITLE = {{The three semantics of fuzzy sets}},
        KEYWORDS = {},
        YEAR = {1997},
        JOURNAL = fss,
        PAGES = {141--150},
        NUMBER = {90},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{dubetnaka97,
            DATE = {1997},
            AUTHOR = {D. Dubois and  M. Nakata and H. Prade},
            TITLE =  {Extended division for flexible queries in relational databases},
            KEYWORDS = {},
            YEAR = {1997} ,
            BOOKTITLE = {Proceedings of the 7th world congress of the international fuzzy systems associations IFSA '97, Prague},
            PAGES = {25--29},
            NUMBER = {},
            VOLUME = {},
            MONTH = {},
            ABSTRACT = {}
    }

    @ARTICLE{pra84,
        DATE = {1984},
        AUTHOR = {H. Prade and C. Testemale},
        TITLE = {{Generalizing database relational algebra for the treatment of incomplete/uncertain information and vague queries}},
        KEYWORDS = {},
        YEAR = {1984},
        JOURNAL = ifs,
        PAGES = {115--143},
        NUMBER = {34},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    ********* erpah
    @ARTICLE{jaouaal92,
        DATE = {1992},
        AUTHOR = {A. Jaoua and N. Belkhiter and T. Moukam},
        TITLE = {{Propri\'{e}t\'{e}s des d\'{e}pendances difonctionnelles dans les bases de donn\'{e}es relationnelles}},
        KEYWORDS = {},
        YEAR = {1992},
            JOURNAL ={INFOR Journal},
        PAGES = {297--316},
        NUMBER = {1},
        VOLUME ={30},
        MONTH = { },
        ABSTRACT = {}
    }
    @ARTICLE{jaouaal94,
            DATE = {1994},
            AUTHOR = {N. Belkhiter and C. Bourhfir and A. Jaoua},
            TITLE = {{D\'{e}composition rectangulaire optimale d'une relation binaire: Application aux bases de donn\'{e}es documentaires}},
        KEYWORDS = {},
            YEAR = {1994},
            JOURNAL = {INFOR Journal},
            PAGES = {33--54},
            NUMBER = {1},
            VOLUME ={32},
        MONTH = {February},
        ABSTRACT = {}
    }
    @ARTICLE{Kcherif97,
        DATE = {1997},
            AUTHOR = {R. Kcherif and A. Jaoua},
        TITLE = {{Incremental rectangular decomposition of documentary data base}},
        KEYWORDS = {},
        YEAR = {1997},
        JOURNAL = ifs,
        PAGES = {187--202},
        NUMBER = {104},
        VOLUME ={102},
        MONTH = {November},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{sam_proc_6,
        DATE = {1994},
          AUTHOR = {N. Belkhiter and A. Jaoua and J. Desharnais and G. Ennis and  H. Ounalli and M.M. Gammoudi},
        TITLE =  {Formal Properties of rectangular relations},
        KEYWORDS = {},
        YEAR = {1994} ,
            BOOKTITLE = {Proc. of the Intl. Symposium on Computer and Information Sciences, ISCIS IX, Antalya, Turkey},
        PAGES = {310--318},
        NUMBER = {},
        VOLUME = {},
        MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{sam_proc_7,
        DATE = {1993},
          AUTHOR = {N. Belkhiter and J. Desharnais and A. Jaoua and T. Moukam},
        TITLE =  {Providing Relevant Additional Information to Users Asking Queries Using a Galois Lattice Structure},
        KEYWORDS = {},
        YEAR = {1993} ,
            BOOKTITLE = {Proc. of the IEEE 8th Intl. Symposium on Computer and Information Sciences, ISCIS VIII, Istanbul, Turkey},
            PAGES = {594--604},
        NUMBER = {},
        VOLUME = {},
            MONTH = {3--5 November},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{sam_proc_8,
        DATE = {1992},
          AUTHOR = {A. Jaoua and J.M. Beaulieu and N. Belkhiter and J. Desharnais and M. Reguig},
        TITLE =  {Optimal Rectangular decomposition of a finite Binary Relation.},
        KEYWORDS = {},
        YEAR = {1992} ,
        BOOKTITLE = {Proc. of the Sixth SIAM Conference on Discrete Mathematics, Vancouver, Canada},
        PAGES = {},
        NUMBER = {},
        VOLUME = {},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{sam_art_1,
        DATE = {1998},
            AUTHOR = {M. Maddouri and S. Elloumi and A. Jaoua},
        TITLE = {{An incremental learning system for imprecise and uncertain knowledge discovery }},
        KEYWORDS = {},
        YEAR = {1998},
        JOURNAL = ifs,
        PAGES = {149--164},
        NUMBER = {},
        VOLUME ={109},
        MONTH = {},
        ABSTRACT = {}
    }

     

    @ARTICLE{sam_art_2,
        DATE = {1994},
          AUTHOR = {N. Belkhiter and C. Bourhfir and  M.M. Gammoudi and A. Jaoua and N. Le Thanh and  M. Reguig},
            TITLE = {{D\'{e}composition Rectangulaire Optimale d'une Relation Binaire: Application aux bases de Donn\'{e}es Documentaires}},
        KEYWORDS = {},
        YEAR = {1994},
        JOURNAL = inf,
        PAGES = {33--54},
        NUMBER = {},
        VOLUME ={1},
        MONTH = {},
        ABSTRACT = {}
    }


    @ARTICLE{t_sam_art_4,
        DATE = {1996},
            AUTHOR = {H. Ounalli and A. Jaoua},
        TITLE = {{On fuzzy difunctional relations}},
        KEYWORDS = {},
        YEAR = {1996},
            JOURNAL = ifs,
        PAGES = {219--232},
        NUMBER = {},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    ******** fuzzy dependencies
    @ARTICLE{sia6,
            DATE = {1993},
            AUTHOR = {B. Bhuniya and P. Niyogi},
            TITLE = {{Losseless join property in fuzzy relational databases}},
            KEYWORDS = {},
            YEAR = {1993},
            JOURNAL = dtk,
            PAGES = {109--124},
            NUMBER = {},
            VOLUME ={},
            MONTH = {},
            ABSTRACT = {}
    }
    @INPROCEEDINGS{Bhuniya95,
            DATE = {1995},
          AUTHOR = {B. Bhuniya and P. Niyogi},
            TITLE =  {Normal form theory for a fuzzy relational database},
        KEYWORDS = {},
            YEAR = {1995} ,
            BOOKTITLE = {Proc. of Intl. Fuzzy Systems Association Congress (IFSA'95), Sao Paolo, Brazil},
            PAGES = {377--380},
        NUMBER = {},
        VOLUME = {},
            MONTH = {July},
        ABSTRACT = {}
    }


    @BOOK{si5,
         AUTHOR = {B. Bouchon-Meunier},
         TITLE = {{La logique floue}},
         YEAR = {1993},
         EDITOR = {},
         PUBLISHER = {Presses Universitaires de France},
         PAGES = {127}
    }
    @BOOK{bouchon95,
         AUTHOR = {B. Bouchon-Meunier},
         TITLE = {{La logique floue et ses applications}},
         YEAR = {1995},
         EDITOR = {},
         PUBLISHER = {Addison Wesley},
         PAGES = {}
    }

    @ARTICLE{si6,
        DATE = {1982},
            AUTHOR = {B.P. Buckles and F.E. Petry},
        TITLE = {{A fuzzy representation of data for relational databases}},
        KEYWORDS = {},
        YEAR = {1982},
        JOURNAL = fss,
        PAGES = {213--226},
        NUMBER = {7},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{si7,
        DATE = {1989},
            AUTHOR = {B.P. Buckles and F.E. Petry and H.S. Sachar},
        TITLE = {{A domain calculus for fuzzy relational databases}},
        KEYWORDS = {},
        YEAR = {1989},
        JOURNAL = fss,
        PAGES = {327--340},
        NUMBER = {29},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{si8,
        DATE = {1994},
        AUTHOR = {G.Q. Chen and E.E. Kerre and J. Vandenbulcke},
        TITLE = {{A computational algorithm for the FFD transitive closure and a complete axiomatization of fuzzy functional dependencies}},
        KEYWORDS = {},
        YEAR = {1994},
        JOURNAL = jis,
        PAGES = {421--440},
        NUMBER = {9},
        VOLUME ={5},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{si9,
        DATE = {1995},
        AUTHOR = {G.Q. Chen and E.E. Kerre and J. Vandenbulcke},
        TITLE = {{The dependency-preserving decomposition and a testing algorithm in a fuzzy relational data model}},
        KEYWORDS = {},
        YEAR = {1995},
        JOURNAL = fss,
        PAGES = {27--37},
        NUMBER = {72},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }

    @INCOLLECTION{Chen95,
         AUTHOR = {G.Q. Chen},
         TITLE = {{Fuzzy functional dependencies and a series of design issues of fuzzy relational databases}},
         EDITOR = {P. Bosc and J. Kacprzyk},
         BOOKTITLE = {Fuzziness in database management systems},
         YEAR = {1995},
         PAGES = {166--185},
         PUBLISHER = {Physica Verlag, Heidelberg},
         CHAPTER  = {}


    }

    @INCOLLECTION{kerre95,
         AUTHOR = {E.E. Kerre and G.Q. Chen},
         TITLE = {{An overview of fuzzy data models}},
         YEAR = {1995},
         PAGES = {23--41},
         PUBLISHER = {Physica Verlag, Heidelberg},
         CHAPTER  = {},
         EDITOR = {P. Bosc and J. Kacprzyk},
         BOOKTITLE = {Fuzziness in database management systems}
    }
    @ARTICLE{codd70,
        DATE = {1970},
        AUTHOR = {E.F. Codd},
        TITLE = {{A relational model of data for large shared data banks}},
        KEYWORDS = {},
        YEAR = {1970},
        JOURNAL = acm4,
        PAGES = {377--387},
        NUMBER = {6},
        VOLUME ={13},
        MONTH = {June},
        ABSTRACT = {}
    }
    @ARTICLE{codd86,
            DATE = {1986},
        AUTHOR = {E.F. Codd},
            TITLE = {{Missing information in relational databases}},
        KEYWORDS = {},
        YEAR = {1970},
            JOURNAL = {ACM SIGMOD},
            PAGES = {53--77},
            NUMBER = {15},
            VOLUME ={},
            MONTH = {},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{cubero93,
            DATE = {1993},
            AUTHOR = {J.C. Cubero and J.M. Medina and M. A. Vila},
            TITLE =  {Influence of granularity level in fuzzy functional dependencies},
            KEYWORDS = {},
            YEAR = {1993},
            BOOKTITLE = {Proceedings of the Intl. conference Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU'93), LNCS, vol. 747, Springer Verlag},
            PAGES = {73--78},
            NUMBER = {},
            VOLUME = {},
            MONTH = {},
            ABSTRACT = {}
    }
    @ARTICLE{cubero94,
        DATE = {1994},
        AUTHOR = {J.C. Cubero and M. A. Vila},
        TITLE = {{A new defintion of fuzzy functional dependency in fuzzy relational databases}},
        KEYWORDS = {},
        YEAR = {1994},
        JOURNAL = jis,
        PAGES = {441--448},
        NUMBER = {5},
        VOLUME ={9},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{cubero99,
            DATE = {1999},
            AUTHOR = {J.C. Cubero and J. M. Medina and O. Pons and M. A. Vila},
            TITLE = {{Data summarization in relational databases through fuzzy dependencies}},
        KEYWORDS = {},
            YEAR = {1999},
            JOURNAL = ifs,
            PAGES = {233--270},
            NUMBER = {121},
            VOLUME ={34},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{fagin77,
        DATE = {1977},
        AUTHOR = {R. Fagin},
        TITLE = {{Multi-valued dependencies and new normal form for relational database}},
        KEYWORDS = {},
        YEAR = {1977},
        JOURNAL = acm1,
        PAGES = {262--278},
        NUMBER = {2},
        VOLUME ={},
        MONTH = {June},
        ABSTRACT = {}
    }
    @ARTICLE{fan92,
        DATE = {1992},
        AUTHOR = {L.T. Fan},
        TITLE = {{Functional dependencies and normal forms in the of fuzzy relational database model}},
        KEYWORDS = {},
        YEAR = {1992},
        JOURNAL = ifs,
        PAGES = {1--28},
        NUMBER = {1-2},
        VOLUME ={60},
        MONTH = {June},
        ABSTRACT = {}
    }
    @INCOLLECTION{Hal95,
         AUTHOR = {J. Hale and S. Shenoi},
         TITLE = {{Imprecise database inference using functional dependencies}},
         YEAR = {1995},
         PAGES = {307--326},
         PUBLISHER = {Duke University},
         VOLUME  = {},
         EDITOR = {P.P. Wang},
         BOOKTITLE = {Advances in fuzzy theory and technology}

    }

    @INPROCEEDINGS{shenoi93,
            DATE = {1993},
            AUTHOR = {S. Shenoi},
            TITLE =  {On classicalizing fuzzy databases},
            KEYWORDS = {},
            YEAR = {1993} ,
            BOOKTITLE = {Proceedings of the Intl. IFSA'93 World Congress, Korea},
            PAGES = {592--595},
            NUMBER = {},
            VOLUME = {},
            MONTH = {},
            ABSTRACT = {}
    }

     

    @ARTICLE{ichikawa86,
        DATE = {1986},
        AUTHOR = {T. Ichikawa and M. Hirakawa},
        TITLE = {{ARES: A relational database with The capability of performing flexible interpretation of queries}},
        KEYWORDS = {},
        YEAR = {1986},
        JOURNAL ={IEEE transaction on software Engineering},
        PAGES = {624--634},
        NUMBER = {5},
        VOLUME ={12},
        MONTH = {May},
        ABSTRACT = {}
    }
    @ARTICLE{kiss91,
        DATE = {1991},
        AUTHOR = {A. Kiss},
        TITLE = {{$\lambda$ -decomposition of fuzzy relational databases}},
        KEYWORDS = {},
        YEAR = {1991},
            JOURNAL ={ Annales Univ. Sci. Budapest, Sect. Comp.},
        PAGES = {133--142},
        NUMBER = {12},
        VOLUME ={19},
        MONTH = { },
        ABSTRACT = {}
    }

    @ARTICLE{jyothi97,
        DATE = {1997},
        AUTHOR = {S. Jyothi and M. S. Babu},
        TITLE = {{Multi-valued dependencies in fuzzy relational databases and lossless join decomposition}},
        KEYWORDS = {},
        YEAR = {1997},
        JOURNAL = fss,
        PAGES = {315--332},
        NUMBER = {88},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{motro90,
        DATE = {1990},
        AUTHOR = {A. Motro},
        TITLE = {{Accommodating imprecision in database systems: Issues and solutions}},
        KEYWORDS = {},
        YEAR = {1990},
            JOURNAL ={SIGMOD Record},
        PAGES = {69--74},
        NUMBER = {4},
        VOLUME ={19},
        MONTH = {December},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{nakata95,
            DATE = {1995},
            AUTHOR = {M. Nakata},
            TITLE =  {Dependencies in fuzzy databases: Functional Dependencies},
        KEYWORDS = {},
            YEAR = {1995} ,
            BOOKTITLE = {Proc. of the Intl. Conference FUZZ-IEEE/IFES'95, Yokohama, Japan},
            PAGES = {757--764},
        NUMBER = {},
        VOLUME = {},
            MONTH = {20--25 March},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{nakata96,
            DATE = {1996},
          AUTHOR = {M. Nakata},
            TITLE =  {Dependencies in fuzzy databases : Multivalued Dependency},
        KEYWORDS = {},
            YEAR = {1996} ,
            BOOKTITLE = {Proc. of the Intl. Conference FUZZ-IEEE'96, Barcelona, Spain},
            PAGES = {1591--1595},
        NUMBER = {},
        VOLUME = {},
            MONTH = {July},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{nakat96,
            DATE = {1996},
            AUTHOR = {M. Nakata},
            TITLE =  {Formalizing Functional dependencies in fuzzy databases},
        KEYWORDS = {},
            YEAR = {1996} ,
            BOOKTITLE = {Proc. of the Intl. Conference EUFIT'96, Aachen, Germany},
            PAGES = {},
        NUMBER = {},
        VOLUME = {},
            MONTH = {2--5 September},
        ABSTRACT = {}
    }

    @BOOK{novak89,
         AUTHOR = {V. Novak},
         TITLE = {{Fuzzy sets and their applications}},
         YEAR = {1989},
         EDITOR = {},
         PUBLISHER = {Adam Higler},
         PAGES = {250}
    }

     

    @ARTICLE{raju88,
        DATE = {1988},
        AUTHOR = {K.V.S.V.N. Raju and A.K. Majumdar},
            TITLE = {{Fuzzy functional dependencies and losseless join decomposition of fuzzy relational databases systems}},
        KEYWORDS = {},
        YEAR = {1988},
        JOURNAL = {ACM Transactions on Database Systems},
        PAGES = {129--166},
        NUMBER = {2},
        VOLUME ={13},
        MONTH = {June},
        ABSTRACT = {}
    }
    @ARTICLE{runden92,
        DATE = {1992},
            AUTHOR = {E.A. Rundensteiner and L. Bic},
        TITLE = {{Evaluating aggregates in possibilistic relational databases}},
        KEYWORDS = {},
        YEAR = {1992},
        JOURNAL = dtk,
        PAGES = {239--267},
        NUMBER = {7},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{saxena95,
        DATE = {1995},
        AUTHOR = {P.C. Saxena and B.K. Tyagi},
            TITLE = {{Fuzzy functional dependencies and independencies in extended fuzzy relational databases models}},
        KEYWORDS = {},
        YEAR = {1995},
        JOURNAL = fss,
        PAGES = {65--89},
        NUMBER = {69},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }


    @ARTICLE{tripathy90,
        DATE = {1990},
        AUTHOR = {R.C. Tripathy and P.C. Saxena},
            TITLE = {{Multivalued dependencies in fuzzy relational database}},
        KEYWORDS = {},
        YEAR = {1990},
        JOURNAL = fss,
        PAGES = {267--279},
        NUMBER = {3},
        VOLUME ={38},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{shenoi90,
        DATE = {1990},
            AUTHOR = {S. Shenoi and A. Malton and L.T. Fan},
            TITLE = {{An equivalence classes model of fuzzy relational databases}},
        KEYWORDS = {},
        YEAR = {1990},
        JOURNAL = fss,
        PAGES = {153--170},
        NUMBER = {2},
        VOLUME ={38},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{zadeh65,
        DATE = {1965},
        AUTHOR = {L.A. Zadeh},
        TITLE = {{Fuzzy sets}},
        KEYWORDS = {},
        YEAR = {1965},
        JOURNAL = ic,
        PAGES = {338--353},
        NUMBER = {69},
        VOLUME ={},
        MONTH = {June},
        ABSTRACT = {}
    }
    @ARTICLE{zadeh75_1,
            DATE = {1975},
        AUTHOR = {L.A. Zadeh},
            TITLE = {{Concept of Linguistic Variable and its application to approximate reasoning- I}},
        KEYWORDS = {},
            YEAR = {1975},
            JOURNAL = is,
            PAGES = {199--249},
            NUMBER = {8},
        VOLUME ={},
            MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{zadeh75_2,
            DATE = {1975},
        AUTHOR = {L.A. Zadeh},
            TITLE = {{Concept of Linguistic Variable and its application to approximate reasoning- II}},
        KEYWORDS = {},
            YEAR = {1975},
            JOURNAL = is,
            PAGES = {301--357},
            NUMBER = {8},
        VOLUME ={},
            MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{zadeh75_3,
            DATE = {1975},
        AUTHOR = {L.A. Zadeh},
            TITLE = {{Concept of Linguistic Variable and its application to approximate reasoning- III}},
        KEYWORDS = {},
            YEAR = {1976},
            JOURNAL = is,
            PAGES = {301--357},
            NUMBER = {9},
        VOLUME ={},
            MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{zad78,
        DATE = {1978},
        AUTHOR = {L.A. Zadeh},
        TITLE = {{Fuzzy sets as a basis for a theory of possibility}},
        KEYWORDS = {},
        YEAR = {1978},
        JOURNAL = fss,
        PAGES = {3--28},
        NUMBER = {1},
        VOLUME = {}
    }
    @ARTICLE{zadeh83,
            DATE = {1983},
        AUTHOR = {L.A. Zadeh},
            TITLE = {{A computational approach to fuzzy quantifiers in natural languages}},
        KEYWORDS = {},
            YEAR = {1983},
            JOURNAL = {Computing and Mathematics with Applications Journal},
            PAGES = {149--184},
            NUMBER = {9},
        VOLUME ={},
            MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{ruspini69,
            DATE = {1969},
            AUTHOR = {E.H. Ruspini},
            TITLE = {{A new approach to clustering}},
        KEYWORDS = {},
            YEAR = {1969},
            JOURNAL = ic,
            PAGES = {22--32},
            NUMBER = {15},
            VOLUME ={1},
            MONTH = {July},
        ABSTRACT = {}
    }


    @INCOLLECTION{biskup81,
         AUTHOR = {J. Biskup},
         TITLE = {{A formal approach to null values in database relations}},
         YEAR = {1981},
         PAGES = {299--341},
         PUBLISHER = {Plenum Press},
         VOLUME  = {1},
         EDITOR = {},
         BOOKTITLE = {}
    }
    @TECHREPORT{wangal97,
         ADDRESS ={Department of Information Management},
         AUTHOR = {S. Wang  and T. Huang},
         TITLE = {{Answering null queries in similarity-relation-based fuzzy relational databases}},
         INSTITUTION = {Kaohsiung Polytechnic Institute, Taiwan},
         TYPE = {Technical report},
         MONTH = {},
         PAGES = {6},
         YEAR = {1997}
    }

    @BOOK{ullman82,
         DATE = {1982},
         AUTHOR = {J.D. Ullman},
         TITLE = {{Principles of Database systems}},
         YEAR = {1982},
         EDITOR = {},
         PUBLISHER = {Computer Science Press, Second Edition},
         PAGES = {611}
    }


    ********** galois lattice
    @BOOK{Garey79,
         DATE = {1979},
         AUTHOR = {M.R. Garey and D.S. Jonhson},
         TITLE = {{Computers and Intractability: A guide to the Theory of NP-Completeness Relations and Graphs: Discrete Mathematics for Computer Scientits}},
         YEAR = {1979},
         EDITOR = {},
         PUBLISHER = {W.H. Freeman},
         PAGES = {}
    }

    @BOOK{shmidt93,
         DATE = {1993},
         AUTHOR = {G. Schmidt and T. Stroehlein},

         TITLE = {{Relations and Graphs: Discrete Mathematics for Computer Scientits}},
         YEAR = {1993},
         EDITOR = {W. Brauer and G. Rozenberg and A. Salomaa},
         PUBLISHER = {Springer-Verlag},
         PAGES = {289}
    }
    @BOOK{barbut70,
         DATE = {1970},
         AUTHOR = {M. Barbut and B. Monjardet},
         TITLE = {Ordre et classification. Alg\`{e}bre et Combinatoire},
         YEAR = {1970},
         PUBLISHER = {Hachette, Tome II},
         EDITOR = {},
         PAGES = {}
    }

    @BOOK{ganter99,
         DATE = {1999},
         AUTHOR = {B. Ganter and R. Wille},
         TITLE = {{Formal Concept Analysis}},
         YEAR = {1999},
         EDITOR = {},
         PUBLISHER = {Springer-Verlag},
         PAGES = {283}
    }

    @INCOLLECTION{wille82,
         AUTHOR = {R. Wille},
         TITLE = {{Restructuring Lattice Theory: An approach based on hierarchies of concepts}},
         YEAR = {1982},
         PAGES = {445--470},
         EDITOR = {I. Rival},
         PUBLISHER = {Reidel Edition},
         CHAPTER  = {},
         BOOKTITLE = {}

    }

    @INCOLLECTION{ganter86,
         AUTHOR = {B. Ganter and J. Stahl and R. Wille},
         TITLE = {{Conceptual measurement and many-valued contexts}},
         YEAR = {1986},
         PAGES = {169--176},
         PUBLISHER = {North-Holland},
         BOOKTITLE = {Classification as a tool for Research},
         EDITOR = {W. Gaul and M. Schader},
         SERIES = {}

    }


    @INCOLLECTION{motro87,
         AUTHOR = {A. Motro},
         TITLE = {{Extending the relational Databases Model to support Goal queries}},
         PAGES = {129--150},
         YEAR = {1987},
         EDITOR = {L. Lerschberg},
         PUBLISHER = {The Benjamin/Cummings Publishing Company},
         BOOKTITLE = {Expert Database Systems}
    }
    @ARTICLE{frantz91,
          DATE = {1991},
          AUTHOR = {V. Frantz and J. Shapiro},
          TITLE = {{Algorithms for automatic construction of query formulations in boolean form}},
        KEYWORDS = {},
        YEAR = {1991},
        JOURNAL = {Journal of the American Society for Information Science},
        PAGES = {16--26},
        NUMBER = {42},
        VOLUME ={1},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{robert74,
        DATE = {1974},
          AUTHOR = {O. Robert},
          TITLE = {{Clique detection Algorithms based on line addition and removal}},
        KEYWORDS = {},
        YEAR = {1974},
        JOURNAL = {SIAM J. Appl. Math.},
        PAGES = {126--135},
        NUMBER = {26},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }


    @ARTICLE{bordat86,
        DATE = {1986},
          AUTHOR = {J.P. Bordat},
          TITLE = {{Calcul pratique du treillis de Galois d'une correspondance}},
        KEYWORDS = {},
        YEAR = {1986},
        JOURNAL = {Math\'{e}matiques et Sciences Humaines},
        PAGES = {31--47},
        NUMBER = {96},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{guenoche90,
        DATE = {1990},
            AUTHOR = {A. Gu\'{e}noche},
        TITLE = {{Construction du treillis de Galois d'une relation binaire}},
        KEYWORDS = {},
        YEAR = {1990},
        JOURNAL = {Math\'{e}matiques et Sciences Humaines},
        PAGES = {41--53},
        NUMBER = {109},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @TECHREPORT{ganter84,
         ADDRESS ={Technische Hochschule, Darmstadt, Germany},
         AUTHOR = {B. Ganter},
         TITLE = {{Two basic algorithms in concept analysis}},
         INSTITUTION = {},
         TYPE = {Preprint 831},
         MONTH = {},
         PAGES = {},
         YEAR = {1998}
    }
    @ARTICLE{godin93,
        DATE = {1993},
            AUTHOR = {R. Godin and R. Missaoui and A. April},
            TITLE = {{Experimental comparision of Galois lattice browsing with conventional information retrieval methods}},
        KEYWORDS = {},
        YEAR = {1993},
        JOURNAL = {Internat. J. Man-Machine studies},
        PAGES = {747--767},
        NUMBER = {38},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{godin93a,
            DATE = {1993},
            AUTHOR = {R. Godin and R. Davidson and R. Missaoui and H. Mili},
            TITLE =  {Experimental comparision of three methods for personal information retrieval},
        KEYWORDS = {},
            YEAR = {1993} ,
            BOOKTITLE = {Proceedings of 2nd annual Symposium on Document Analysis and Information Retrieval},
            PAGES = {379--398},

        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{godin94,
        DATE = {1994},
            AUTHOR = {R. Godin and R. Missaoui},
        TITLE = {{An incremental concept formation approach for learning from databases}},
        KEYWORDS = {},

        YEAR = {1994},
            JOURNAL = {Theoretical Computer Science Journal},
        PAGES = {387--419},
        NUMBER = {133},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{godin95,
            DATE = {1995},
            AUTHOR = {R. Godin and G. W. Mineau and R.Missaoui and H. Mili},
            TITLE = {{M\'{e}thodes de Classification Conceptuelle Bas\'{e}es sur le Treillis de Galois et Applications}},
        KEYWORDS = {},
            YEAR = {1995},
            JOURNAL = {Revue d'intelligence Artificielle},
            PAGES = {105--137},
            NUMBER = {2},
            VOLUME ={9},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{guigues86,
            DATE = {1986},
            AUTHOR = {J.L. Guigues and V. Duquenne},
            TITLE = {{Familles minimales d'implications informatives r\'{e}sultant d'un tableau de donn\'{e}es binaires}},
        KEYWORDS = {},
            YEAR = {1986},
            JOURNAL = {Math\'{e}matiques et Sciences Humaines},
            PAGES = {5--18},
            NUMBER = {95},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{luxemburger91,
            DATE = {1991},
            AUTHOR = {M. Luxenburger},
            TITLE = {{Implication partielles dans un contexte}},
        KEYWORDS = {},
            YEAR = {1991},
            JOURNAL = {Math\'{e}matiques et Sciences Humaines},
            PAGES = {35--55},
            NUMBER = {113},
        VOLUME ={29},
        MONTH = {},
        ABSTRACT = {}
    }

    @INCOLLECTION{Wille89,
         AUTHOR = {R. Wille},
         TITLE = {{Knowledge acquisition by methods of formal concept analysis}},
         YEAR = {1989},
         EDITOR = {E. Diday},
         PUBLISHER = {Nova Science, New York},
         PAGES = {},
         BOOKTITLE = {Data analysis, learning symbolic and numeric knowledge}
    }

    @ARTICLE{chein69,
            DATE = {1969},
          AUTHOR = {M. Chein},
            TITLE = {{Algorithme de recherche de sous-matrices premi\`{e}res d'une matrice}},
        KEYWORDS = {},
            YEAR = {1969},
            JOURNAL = {Bull. Math. R.S. Roumanie},
            PAGES = {21--25},
            NUMBER = {13},
            VOLUME ={61},
        MONTH = {},
        ABSTRACT = {}

    }
    @ARTICLE{fay75,
            DATE = {1975},
          AUTHOR = {G. Fay},
            TITLE = {{An algorithm for finite Galois connexions}},
        KEYWORDS = {},
            YEAR = {1975},
            JOURNAL = {Journal of Computational Linguistic and Computational languages},
            PAGES = {99--123},
            NUMBER = {10},
            VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{malgrange86,
            DATE = {1962},
            AUTHOR = {Y. Malgrange},
            TITLE =  {Recherche de sous-matrices premi\`{e}res d'une matrice \`{a} coefficients binaires; Applications \`{a} certains probl\`{e}mes de graphes},
        KEYWORDS = {},
            YEAR = {1962} ,
            BOOKTITLE = {2\`{e}me Congr\`{e}s de l'AFCALTI, Gauthiers-Villars},
            PAGES = {231--242},
        NUMBER = {},
        VOLUME = {},
            MONTH = {Mars},
        ABSTRACT = {}
    }

    @ARTICLE{norris78,
            DATE = {1978},
            AUTHOR = {E.M. Norris},
            TITLE = {{An algorithm for computing the maximal rectangles in a binary relation}},
        KEYWORDS = {},
            YEAR = {1978},
            JOURNAL = {Revue Roumaine de Math\'{e}matiques Pures et Appliqu\'{e}es},
            PAGES = {243--250},
            NUMBER = {2},
            VOLUME ={23},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{cuppens89,
            DATE = {1989},
            AUTHOR = {F. Cuppens and R. Demolombe},
            TITLE = {{How to recognize interesting topics to provide cooperative answering}},
        KEYWORDS = {},
            YEAR = {1989},
            JOURNAL = {Information Systems Journal},
            PAGES = {163--173},
            NUMBER = {2},
            VOLUME ={14},
        MONTH = {},
        ABSTRACT = {}
    }


    @ARTICLE{Everett44,
        DATE = {1944},
          AUTHOR = {C.J. Everett},
            TITLE = {{Closure Operators and galois theory in lattices}},
        KEYWORDS = {},
        YEAR = {1944},
        JOURNAL = tm,
        PAGES = {514--525},
        NUMBER = {},
        VOLUME ={55},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{Riguet44,
        DATE = {1944},
          AUTHOR = {J. Riguet},
            TITLE = {{Relations binaires, fermetures et correspondances de Galois}},
        KEYWORDS = {},
        YEAR = {1944},
        JOURNAL = bs,
        PAGES = {114--155},
        NUMBER = {},
        VOLUME ={76},
        MONTH = {},
        ABSTRACT = {}
    }


    %************** agrawal

     

    @ARTICLE{Agrapar96,
            DATE = {1996},
            AUTHOR = {R. Agrawal and J. Shafer},
            TITLE = {{Parallel mining of association rules}},
        KEYWORDS = {},
            YEAR = {1996},
            JOURNAL = {IEEE Trans. on Knowledge and Data Eng.},
            PAGES = {962--969},
            NUMBER = {6},
            VOLUME ={8},
        MONTH = {},
        ABSTRACT = {}
    }
    @TECHREPORT{skirant95,
         ADDRESS ={IBM Research Division, San Jose, USA},
         AUTHOR = {R. Skirant and R. Agrawal},
         TITLE = {{Mining generalized association rules}},
         INSTITUTION = {Almaden Research Center},
         TYPE = {Research report},
         MONTH = {},
         PAGES = {},
         YEAR = {1995}
    }

    @INPROCEEDINGS{skirant96a,
            DATE = {1996},
            AUTHOR = {R. Skirant and R. Agrawal},
            TITLE =  {Mining Quantitative Association Rules in Large Relational Tables},
        KEYWORDS = {},
        YEAR = {1996} ,
        BOOKTITLE = {Proceedings of ACM SIGMOD Int’l Conf.,Monreal, Canada},
        PAGES = {1--12},
        NUMBER = {},
        VOLUME = {},
            MONTH = {June},
        ABSTRACT = {}
    }


    @INPROCEEDINGS{skirant96,
            DATE = {1996},
            AUTHOR = {R. Skirant and R. Agrawal},
            TITLE =  {Mining sequential patterns: Generalizations and performance improvements},
        KEYWORDS = {},
            YEAR = {1996} ,
            BOOKTITLE = {Proceedings of Intl. Conf. Extending Database Technology},
        PAGES = {},
        NUMBER = {},
        VOLUME = {},
            MONTH = {March},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{Agrawal95,
            DATE = {1995},
            AUTHOR = {R. Agrawal and R. Skirant},
            TITLE =  {Mining sequential patterns},
        KEYWORDS = {},
            YEAR = {1995} ,
            BOOKTITLE = {Proceedings of Intl. conference on Data Engineering, IEEE eds., Taipei, Taiwan},
        PAGES = {},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{Agra93+,
        DATE = {1993},
            AUTHOR = {R. Agrawal and T. Imielinski and A. Swami},
            TITLE = {{Database mining: a performance perspective}},
        KEYWORDS = {},
        YEAR = {1993},
        JOURNAL = {IEEE Transactions on Knowledge and Data Engineering},
        PAGES = {914--925},
        NUMBER = {6},
        VOLUME ={5},
        MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{Agrawal95,
        DATE = {},
            AUTHOR = {R. Agrawal and G. Psaila},
        TITLE =  {Active Data Mining},
        KEYWORDS = {},
        YEAR = {1995} ,
            BOOKTITLE = {Proc. of the 1st Intl. Conference on Knowledge Discovery and Data Mining, Montreal, Canada},
        PAGES = {},
        NUMBER = {},
        VOLUME = {},
        MONTH = {August},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{skirant97,
        DATE = {},
        AUTHOR = {R. Srikant and Q. Vu and R. Agrawal},
        TITLE =  {Mining Association Rules with Item Constraints},
        KEYWORDS = {},
        YEAR = {1997} ,
            BOOKTITLE = {Proc. of the 3rd Intl. Conference on Knowledge Discovery in Databases and Data Mining, Newport Beach, California},
        PAGES = {67--73},
        NUMBER = {},
        VOLUME = {},
        MONTH = {August},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{Agra94,
        DATE = {1994},
        AUTHOR = {R. Agrawal and R. Skirant},
            TITLE =  {Fast algorithms for Mining Association Rules},
        KEYWORDS = {},
        YEAR = {1994} ,
            BOOKTITLE = {Proceedings of the 20th Intl. Conference on Very Large Databases, Santiago, Chile},
        PAGES = {478--499},
        NUMBER = {},
        VOLUME = {},
        MONTH = {June},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{Agra93,
            DATE = {1993},
            AUTHOR = {R. Agrawal and T. Imielinski and A. Swami},
            TITLE =  {Mining Association Rules between sets of items in large Databases},
        KEYWORDS = {},
            YEAR = {1993} ,
            BOOKTITLE = {Proceedings of the ACM SIGMOD Intl. Conference on Management of Data, Washington, USA},
            PAGES = {207--216},
        NUMBER = {},
        VOLUME = {},
        MONTH = {June},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{Agrawalal96,
        DATE = {1996},
        AUTHOR = {R. Agrawal and A. Arning and T. Bollinger and M. Mehta and J. Shafer and R. Srikant},
        TITLE =  {The Quest Data Mining System},
        KEYWORDS = {},
            YEAR = {1996} ,
            BOOKTITLE = {Proc. of the 2nd Intl. Conference on Knowledge Discovery in Databases and Data Mining, Portland, USA},
        PAGES = {},
        NUMBER = {},
        VOLUME = {},
        MONTH = {August},
        ABSTRACT = {}
    }
    ************ manilla
    @INPROCEEDINGS{manilla94,
            DATE = {1994},
            AUTHOR = {H. Manilla and H. Toinoven and I. Verkamo},
            TITLE =  {Efficient algorithms for discovering association rules},
        KEYWORDS = {},
            YEAR = {1994} ,
            BOOKTITLE = {AAAI Worshop on Knowledge Discovery in Databases, Seattle, Washington (USA)},
            PAGES = {181--192},
        NUMBER = {},
        VOLUME = {},
            MONTH = {July},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{Manilla95,
            DATE = {1995},
            AUTHOR = {H. Manilla and H. Toinoven and I. Verkamo},
            TITLE =  {Discovering frequent episodes in sequences},
        KEYWORDS = {},
            YEAR = {1995} ,
            BOOKTITLE = {Proceedings of 1st Intl. Conf. Knowledge Discovery and Data mining},
        PAGES = {},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{Mann97,
        DATE = {1997},
        AUTHOR = {H. Manilla },
        TITLE =  {Methods and Problems in data mining},
        KEYWORDS = {},
        YEAR = {1997} ,
            BOOKTITLE = {Proceedings of the 6th biennial Intl. Conference Database theory (ICDT'97), LNCS,V ol. 1186, Springer-Verlag},
        PAGES = {41--55},
        NUMBER = {},
        VOLUME = {},
        MONTH = {January},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{Manilla96,
            DATE = {1996},
            AUTHOR = {H. Manilla and H. Toinoven},
            TITLE =  {Discovering generalized episodes using minimal occurences},
        KEYWORDS = {},
            YEAR = {1996} ,
            BOOKTITLE = {Proceedings of 2nd Intl. Conf. on knowledge discovery and  Data mining},
        PAGES = {},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }
    ***************** data mining
    @TECHREPORT{ulster98,
         ADDRESS ={University of Ulster, Northern Ireland},
         AUTHOR = {S.S. Anand and J. G. Hughes},
         TITLE = {{Data mining: Looking beyond the tip of the iceberg}},
         INSTITUTION = {Faculty of Informatics},
         TYPE = {Technical report},
         MONTH = {},
         PAGES = {},
         YEAR = {1998}
    }
    @TECHREPORT{Adriaans96,
         ADDRESS ={Syllogic Corp., the Netherlands},
         AUTHOR = {P. Adriaans and A. Knobbe and M. Van der Hulst},
         TITLE = {{Data mining and fuzzy databases}},
         INSTITUTION = {Syllogic},
         TYPE = {White paper},
         MONTH = {July},
         PAGES = {13},
         YEAR = {1996}
    }
    @BOOK{Adrians97,
         DATE = {1997},
         AUTHOR = {P. Adriaans and D. Zantinge},
         TITLE = {{Data mining}},
         YEAR = {1997},
         EDITOR = {},
         PUBLISHER = {Addison-Wesley},
         PAGES = {158}
    }

    @INPROCEEDINGS{Boncz98,
        DATE = {1998},
            AUTHOR = {P.A. Boncz and T. Rhuel and F. Kwakkel},
        TITLE =  {The drill down benchmark},
        KEYWORDS = {},
        YEAR = {1998} ,
        BOOKTITLE = {Proceedings of the 24th VLDB Conference, New York, USA},
        PAGES = {},
        NUMBER = {},
        VOLUME = {},
        MONTH = {},
        ABSTRACT = {}
    }

    @TECHREPORT{huhtala97,
         ADDRESS ={University of Helsinki, Finland },
         AUTHOR = {Y. Huhtala and J. karkkainen and P. Porkka and H. Toivonen},
         TITLE = {{Efficient Discovery of Functional and approximate Dependencies using partitions}},
         INSTITUTION = {Department of Computer Science},
         TYPE = {Technical report C-1997-79},
         MONTH = {},
         PAGES = {33},
         YEAR = {1997}
    }
    @TECHREPORT{hedvall99,
         ADDRESS ={Imperial College Parallel computing centre, United Kingdom},
         AUTHOR = {S. Hedvall and Y. Guo},
         TITLE = {{Scalable middleware for distributed data mining on the Internet}},
         INSTITUTION = {Data mining group},
         TYPE = {Work in progress paper},
         MONTH = {},
         PAGES = {},
         YEAR = {1999}
    }
    @INPROCEEDINGS{lu98,
        DATE = {23--28},
            AUTHOR = {P. Lu and Z. Chen},
        TITLE =  {Intensional conceptual query answering through data mining},
        KEYWORDS = {},
        YEAR = {1998} ,
            BOOKTITLE = {Proceedings of the 6th Intl. Conference on Fuzzy Theory and Technology (in JCIS '98), Durham, North Carolina, USA},
        PAGES = {479--482},
        NUMBER = {},
        VOLUME = {II},
        MONTH = {23--28 October},
        ABSTRACT = {}
    }
    @TECHREPORT{thomas97,
         ADDRESS ={University of Florida, USA},
         AUTHOR = {S. Shiby and S. Bodagala and K. Alsabti and S. Ranka},
         TITLE = {{An efficient algorithm for the incremental updation of association rules in large databases}},
         INSTITUTION = {Computer and Information Science and Engineering Department},
         TYPE = {Technical report},
         MONTH = {},
         PAGES = {},
         YEAR = {1997}
    }
    @ARTICLE{vi1,
            DATE = {1996},
            AUTHOR = {S.J. Yen and Arbee L.P. Chen},
            TITLE = {{The analysis of relationships in databases for rule derivation}},
        KEYWORDS = {},
            YEAR = {1996},
            JOURNAL = {Journal of Intelligent Information Systems},
            PAGES = {235--260},
            NUMBER = {3},
            VOLUME ={7},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{qui1,
            DATE = {1986},
            AUTHOR = {J. R. Quinlan},
            TITLE = {{Induction of decision trees}},
        KEYWORDS = {},
            YEAR = {1986},
            JOURNAL = {Machine learning Journal},
            PAGES = {81--106},
            NUMBER = {1},
            VOLUME ={},
        MONTH = {},
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    @ARTICLE{quinlan87,
            DATE = {1987},
            AUTHOR = {J. R. Quinlan},
            TITLE = {{Simplifying decision trees}},
        KEYWORDS = {},
            YEAR = {1987},
            JOURNAL = {Intl. Journal of Man Machine Studies},
            PAGES = {221--234},
            NUMBER = {27},
            VOLUME ={},
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    @ARTICLE{kuo98,
        DATE = {1998},
            AUTHOR = {C.M. Kuok and A. Fu and M.H. Wong},
        TITLE = {{Mining Fuzzy Association Rules in Databases}},

        KEYWORDS = {},
        YEAR = {1998},
        JOURNAL = {ACM SIGMOD Records},
        PAGES = {41--46},
        NUMBER = {1},
        VOLUME ={27},
        MONTH = {March},
        ABSTRACT = {}
    }

     


    @INPROCEEDINGS{Zia91,
        DATE = {1991},
        AUTHOR = {W. Ziarko},
        TITLE =  {The discovery, Analysis, and representation of data dependencies},
        KEYWORDS = {},
        YEAR = {1991} ,
        BOOKTITLE = {Knowledge Discovery in Databases. Menlo Park, CA: AAAI/MIT},
        PAGES = {195--209},
        NUMBER = {},
        VOLUME = {},
        MONTH = {September},
        ABSTRACT = {}
    }

     

    @INPROCEEDINGS{Toi96,
        DATE = {1996},
        AUTHOR = {H. Toivonen},
        TITLE =  {Sampling large databases for association rules},
        KEYWORDS = {},
        YEAR = {1996} ,
            BOOKTITLE = {Proceedings of the 22th Intl. Conference on Very Large Databases},
        PAGES = {134--145},
        NUMBER = {},
        VOLUME = {},
        MONTH = {September},
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    @INPROCEEDINGS{Brin97,
        DATE = {1997},
        AUTHOR = {S. Brin and R. Motawni and J. D. Ullman},
            TITLE =  {Dynamic itemset counting and implication rules for market basket data},
        KEYWORDS = {},
        YEAR = {1997} ,
            BOOKTITLE = {Proceedings of the ACM SIGMOD, Tucson, Arizona (USA)},
        PAGES = {255--264},
        NUMBER = {},
        VOLUME = {},
        MONTH = {May},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{Brin97a,
        DATE = {1997},
        AUTHOR = {S. Brin and R. Motawni and C. Silverstein},
            TITLE =  {Beyon Market baskets : Generalizing association rules to correlation},
        KEYWORDS = {},
        YEAR = {1997} ,
            BOOKTITLE = {Proceedings of the SIGMOD, Tucson, Arizona (USA)},
        PAGES = {265--276},
        NUMBER = {},
        VOLUME = {},
        MONTH = {May},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{yag94 ,
        DATE = {14--16},
        AUTHOR = {R. R. Yager},
        TITLE =  {Linguistic Summaries as a tool for database discovery},
        KEYWORDS = {},
        YEAR = {1994} ,
            BOOKTITLE = {Proceedings of the Intl. Conference Flexible Query Answering Systems (FQAS'94), Roskilde, Denmark},
        PAGES = {17--22},
        NUMBER = {},
        VOLUME = {},
        MONTH = {14--16 November},
        ABSTRACT = {}
    }
    @ARTICLE{Zhong94,

        DATE = {1994},
            AUTHOR = {N. Zhong and S. Ohsuga},
        TITLE = {{Discovering concept clusters by decomposing databases}},
        KEYWORDS = {},
        YEAR = {1994},
            JOURNAL = {Data and Knowledge Engineering Journal},
        PAGES = {223--244},
        NUMBER = {12},
        VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{overview96,
        DATE = {1996},
        AUTHOR = {M. Chen and J. Han and P.S. Yu},
        TITLE = {{Data Mining: An overview from database perspective}},
        KEYWORDS = {},
        YEAR = {1996},
        JOURNAL = ieee,
        PAGES = {866--883},
        NUMBER = {6},
        VOLUME ={8},
        MONTH = {December},
        ABSTRACT = {}
    }
    @ARTICLE{yu89,
        DATE = {1989},
        AUTHOR = {C. Yu and W. Sun},
        TITLE = {{Automatic Knowledge Acquisition and maintenance for semantic query optimisation}},
        KEYWORDS = {},
        YEAR = {1989},
        JOURNAL = {IEEE trans. Know. Data Engineering},
        PAGES = {362--375},
        NUMBER = {},
        VOLUME ={},
        MONTH = {},
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    }

    @ARTICLE{sciore92,
        DATE = {1992},
            AUTHOR = {M.S.E. Sciore and et al},
        TITLE = {{A Method for Automatic rule derivation to support semantic query optimisation}},
        KEYWORDS = {},
        YEAR = {1992},
        JOURNAL = {ACM trans. on Database systems},
        PAGES = {563--600},
        NUMBER = {},
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    @ARTICLE{chu91,
        DATE = {1991},
        AUTHOR = {W. Chu and et al},
        TITLE = {{Using type inference and induced rules to provide intensional answers}},
        KEYWORDS = {},
        YEAR = {1991},
            JOURNAL = {Data Engineering Journal},
        PAGES = {396--403},
        NUMBER = {},
        VOLUME ={},
        MONTH = {},
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    }

    @INPROCEEDINGS{zaki96,
        DATE = {},
        AUTHOR = {M.J. Zaki and M. Ogihara and S. Pathasarathy and W. Li},
        TITLE =  {Parallel data mining for association rules on shared-memory processors},
        KEYWORDS = {},
        YEAR = {1996} ,
            BOOKTITLE = {Proc. Supercomputing'96 IEEE Computer Society, Los Alamitos, USA},
        PAGES = {},
        NUMBER = {},
        VOLUME = {},
        MONTH = {},
        ABSTRACT = {}
    }
    @TECHREPORT{Par98,
         ADDRESS ={University of Rochester, USA},
         AUTHOR = {S. Pathasarathy and M.J. Zaki and W. Li},
         TITLE = {{Memory placement techniques for Parallel association mining}},
         INSTITUTION = {Computer Science department},
         TYPE = {Technical report},
         MONTH = {},
         PAGES = {},
         YEAR = {1998}
    }


    @INPROCEEDINGS{megiddo98,
        DATE = {},
        AUTHOR = {N. Megiddo and R. Srikant},
        TITLE =  {Discovering Predictive Association Rules},
        KEYWORDS = {},
        YEAR = {1998} ,
            BOOKTITLE = {Proc. of the 4th Intl. Conference on Knowledge Discovery in Databases and Data Mining, New York},
        PAGES = {},
        NUMBER = {},
        VOLUME = {},
        MONTH = {August},
        ABSTRACT = {}
    }


    @INPROCEEDINGS{gnupolos97,
        DATE = {},
        AUTHOR = {D. Gunopulos and R. Khardon and H. Mannila and H. Toivonen},
        TITLE =  {Data mining, Hypergraph Transversals, and Machine Learning},
        KEYWORDS = {},
        YEAR = {1997} ,
        BOOKTITLE = {Proc. of the 16th ACM Symp. on Principles of Database Systems (PODS), Tuscon},
        PAGES = {},
        NUMBER = {},
        VOLUME = {},
        MONTH = {},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{lent97,
        DATE = {},
            AUTHOR = {B. Lent and R. Agrawal and R. Srikant},
            TITLE =  {Discovering Trends in Text Databases},
        KEYWORDS = {},
            YEAR = {1997} ,
            BOOKTITLE = {Proc. of the 3rd Intl. Conference on Knowledge Discovery in Databases and Data Mining, Newport Beach, California},
            PAGES = {},
        NUMBER = {},
        VOLUME = {},
        MONTH = {August},
        ABSTRACT = {}
    }
    @TECHREPORT{Anandal99,
         ADDRESS ={University of Ulster, Northern Ireland},
         AUTHOR = {S.S. Anand and A.G. Buechner and J. G. Hughes},
         TITLE = {{Data mining: Delving into the unknown}},
         INSTITUTION = {Faculty of Informatics},
         TYPE = {Technical report},
         MONTH = {},

         PAGES = {},
         YEAR = {1998}
    }
    @INPROCEEDINGS{kefir94,
        DATE = {},
            AUTHOR = {R.J.A. Little and G. Piatresky-Shapiro and D. McNeill},
            TITLE =  {An application of KEFIR to the analysis of health care information},
        KEYWORDS = {},
            YEAR = {1994} ,
            BOOKTITLE = {Proc. of AAAI workshop on Knowledge Discovery in Databases and Data Mining, Newport Beach, California, USA},
            PAGES = {441--452},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{Han92,
            DATE = {1992},
            AUTHOR = {J. Han and Y. Cai and N. Cercone},
            TITLE =  {Data-Driven Discovery of quantitative rules in relational databases},
        KEYWORDS = {},
            YEAR = {1992} ,
            BOOKTITLE = {Proc. of 18th VLDB Conference},
            PAGES = {547--559},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{dhp95,
        DATE = {1995},
        AUTHOR = {J.S. Park and M. Chen and P.S. Yu},
            TITLE =  {An effective hash based algorithm for mining association rules},
        KEYWORDS = {},
        YEAR = {1995} ,
            BOOKTITLE = {Proceedings of the ACM SIGMOD, San Jose, California},
        PAGES = {175--186},
        NUMBER = {},
        VOLUME = {},
        MONTH = {May},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{partition95,
        DATE = {1995},
            AUTHOR = {A. Savasere and E. Omiecinski and S. Navathe},
            TITLE =  {An efficient algorithm for mining association rules in large databases},
        KEYWORDS = {},
        YEAR = {1995} ,
            BOOKTITLE = {Proceedings of the 21th VLDB Conference, Zurich, Switzerland},
        PAGES = {432--444},
        NUMBER = {},
        VOLUME = {},
        MONTH = {September},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{lakhal98,
        DATE = {1998},
            AUTHOR = {N. Pasquier and Y. Bastide and R. Touil and L. Lakhal},
        TITLE =  {Pruning closed itemset lattices for association rules},
        KEYWORDS = {},
        YEAR = {1998} ,
            BOOKTITLE = {Proceedings of 14th Intl. Conference Bases de Donn\'{e}es Avanc\'{e}es, Hammamet, Tunisia},
        PAGES = {177--196},
        NUMBER = {},
        VOLUME = {},
            MONTH = {26--30 October},
            ABSTRACT = {},
            Editor= {M. Bouzeghoub}
    }
    @ARTICLE{pasquier99,
        DATE = {1999},
        AUTHOR = {N. Pasquier and Y. Bastide and R. Taouil and L. Lakhal },
        TITLE = {{Efficient Mining of Association Rules Using Closed Itemset Lattices}},
        KEYWORDS = {},
        YEAR = {1999},
            JOURNAL = {Information Systems Journal},
        PAGES = {25--46},
        NUMBER = {1},
        VOLUME ={24},
        MONTH = {},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{pasquier99b,
        DATE = {10--12 January},
            AUTHOR = {N. Pasquier and Y. Bastide and R. Touil and L. Lakhal},
        TITLE =  {Discovering Frequent Closed Itemsets},
        KEYWORDS = {},
        YEAR = {1999} ,
            BOOKTITLE = {Proceedings of 7th International Conference on Database Theory (ICDT'99),  LNCS, Vol. 1540, Springer Verlag},
        PAGES = {398--416},
        NUMBER = {},
        VOLUME = {},
            MONTH = {January},
            ABSTRACT = {},
            Editor= {}
    }


    @INPROCEEDINGS{yag96,
            DATE = {22--24},
            AUTHOR = {D. Rasmussen and R. R. Yager},
            TITLE =  {SummarySQL- A flexible fuzzy query language},
        KEYWORDS = {},
            YEAR = {1996} ,
            BOOKTITLE = {Proceedings of the Intl. Conference on Flexible Query Answering Systems (FQAS'96), Denmark},
            PAGES = {1--18},
        NUMBER = {},
        VOLUME = {},
            MONTH = {22--24 May},
        ABSTRACT = {}
    }
    @ARTICLE{yager82,
            DATE = {1982},
            AUTHOR = { R. R. Yager},
            TITLE = {{A new approach to the summarization od data}},
        KEYWORDS = {},
            YEAR = {1992},
            JOURNAL = ifs,
            PAGES = {69--86},
            NUMBER = {1},
            VOLUME ={28},
            MONTH = {October},
        ABSTRACT = {}
    }

    @INCOLLECTION{yagal97,
         AUTHOR = {D. Rasmussen and R. R. Yager},
         TITLE = {{Fuzzy query language for hypothesis evaluation}},
         YEAR = {1997},
         Month ={March},
         EDITOR = {Y.A. Feldman  and A. Bruckstein},
         PUBLISHER = {Kluwer Academic Publishers},
         BOOKTITLE ={Flexible Query Answering Systems},
         SERIES= {},
         CHAPTER ={},
         PAGES = {23--43}

    }

    @ARTICLE{yang97,
        DATE = {1997},
            AUTHOR = {D.S. Yeung and E.C.C. Tsang},
        TITLE = {{Weighted fuzzy production rules}},
        KEYWORDS = {},
        YEAR = {1997},
        JOURNAL = fss,
        PAGES = {299--313},
        NUMBER = {},
        VOLUME ={88},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{Cheung96,
            DATE = {1996},
            AUTHOR = {D. Cheung and V. Ng and A. Fu and Y. Fu},
            TITLE = {{Efficient mining of association rules in distributed  databases}},
        KEYWORDS = {},
            YEAR = {1996},
            JOURNAL = {IEEE Trans. on Knowledge and Data Eng.},
            PAGES = {911--922},
            NUMBER = {6},
            VOLUME ={8},
        MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{Gardarin98,
            DATE = {1998},
            AUTHOR = {G. Gardarin and Ph. Pucheral and F. Wu},
            TITLE =  {Bitmap based algorithms for mining association rules},
        KEYWORDS = {},
            YEAR = {1998} ,
            BOOKTITLE = {Proceedings of 14th Intl. Conf\'{e}rence Bases de Donn\'{e}es Avanc\'{e}es, Hammamet, Tunisia},
            PAGES = {157--175},
        NUMBER = {},
        VOLUME = {},
            MONTH = {26--30 October},
            ABSTRACT = {},
            Editor ={M. Bouzeghoub}
    }


    @INPROCEEDINGS{Han97,
            DATE = {1997},
            AUTHOR = {E.-H. Han and G. Karypis and V. Kumar},
            TITLE =  {Scalable parallel data mining for association rules},
        KEYWORDS = {},
            YEAR = {1997} ,
            BOOKTITLE = {Proceedings of ACM SIGMOD},
        PAGES = {277--288},
        NUMBER = {},
        VOLUME = {},
            MONTH = {May},
        ABSTRACT = {}
    }
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            DATE = {1995},
            AUTHOR = {M. Holsheimer and M.Kersten and H. Manilla and H. Toinoven},
            TITLE =  {A perspective on databases and data mining},
        KEYWORDS = {},
            YEAR = {1995} ,
            BOOKTITLE = {Proceedings of 1st Intl. Conf. knowledge discovery and  Data mining},
        PAGES = {},
        NUMBER = {},
        VOLUME = {},
            MONTH = {August},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{Houtsma95,
            DATE = {1995},
            AUTHOR = {M. Houtsma and A. Swami},
            TITLE =  {Set-oriented mining of association rules in relational datbases},
        KEYWORDS = {},
            YEAR = {1995} ,

            BOOKTITLE = {Proceedings of 11th Intl. Conf. on Data Engineering},
        PAGES = {},
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        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }


    @INPROCEEDINGS{toinoven96,
            DATE = {1996},
            AUTHOR = { H. Toinoven},
            TITLE =  {Sampling large databases for association rules},
        KEYWORDS = {},
            YEAR = {1996} ,
            BOOKTITLE = {Proceedings of 22nd Intl. VLDB Conf., Bombay, India},
        PAGES = {134--145},
        NUMBER = {},
        VOLUME = {},
            MONTH = {September},
        ABSTRACT = {}
    }


    @INPROCEEDINGS{park95,
        DATE = {1995},
        AUTHOR = {J.S. Park and M. Chen and P.S. Yu},
            TITLE =  {Efficient parallel data mining for association rules},
        KEYWORDS = {},
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            BOOKTITLE = {Proceedings of the ACM Intl. Conf. Information and Knowledge Management },
            PAGES = {31--36},
        NUMBER = {},
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            MONTH = {November},
        ABSTRACT = {}
    }
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            DATE = {1997},
            AUTHOR = {M.J. Zaki and S. Pathasarathy and M. Ogihara and W. Li},
            TITLE =  {Evaluation of sampling for data mining for association rules},
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            MONTH = {April},
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         TITLE = {{Rough sets: Theoretical aspects of reasonning about data}},
         YEAR = {1991},
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    }
    @BOOK{vb6,
         DATE = {1998},
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         TITLE = {{Visual Basic: le Platinium}},
         YEAR = {1998},
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    }
    @BOOK{java2,
         DATE = {2000},
         AUTHOR = {L. Lemay and R. Cadenhead},
         TITLE = {{Java 2: Plate forme}},
         YEAR = {2000},
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         PAGES = {}
    }

    @INPROCEEDINGS{Anan97,
            DATE = {1997},
            AUTHOR = {S.S. Anand and W.Dubitzky and D.Patterson and J.G. Hughes},
            TITLE =  {M2:A first step towrds auomated generation and updating of case knowledge from databases},
        KEYWORDS = {},
            YEAR = {1997} ,
            BOOKTITLE = {Proceedings of ICCBR'97},
            PAGES = {560--573},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{MCCU43,
            DATE = {1943},
            AUTHOR = {W.S. McCulloh and W. Pitts},
            TITLE = {{A logical calculus of ideas immanent in nervous activity}},
        KEYWORDS = {},
            YEAR = {1943},
            JOURNAL = {Bulletin of Mathematical Biophysics},
            PAGES = {115--143},
            NUMBER = {5},
            VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{SRIN94,
            DATE = {1994},
            AUTHOR = {M. Srinivas and L.M. Patnaik},
            TITLE = {{Genetic algorithms: A survey}},
        KEYWORDS = {},
            YEAR = {1994},
            JOURNAL = {IEEE Computer},
            PAGES = {235--260},
            NUMBER = {6},
            VOLUME ={27},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{ddi99,
            AUTHOR = {Site [ Lien ]}
            TITLE = {{}},
        KEYWORDS = {},
            YEAR = {1999},
            JOURNAL = {},
            PAGES = {},
            NUMBER = {},
            VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{almaden99,
            AUTHOR = {Site [ Lien ]}
            TITLE = {{}},
        KEYWORDS = {},
            YEAR = {1999},
            JOURNAL = {},
            PAGES = {},
            NUMBER = {},
            VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @BOOK{SQL,
         DATE = {1989},
         AUTHOR = {S. Palseau},
         TITLE = {{Le livre de SQL}},
         YEAR = {1989},
         EDITOR = {},
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         PAGES = {}
    }
    @TECHREPORT{DRL99,
         ADDRESS ={Facult\'{e} des Sciences de Tunis},
         AUTHOR = {H. Bouslama and N. Chouk},
         TITLE = {{Implantation d'un algorithme de d\'{e}couverte de r\'{e}sum\'{e}s linguistiques}},
         INSTITUTION = {D\'{e}partement des Sciences de l'Informatique},
         TYPE = {Rapport de projet de fin d'\'{e}tudes},
         MONTH = {Juillet},
         PAGES = {},
         YEAR = {1999}
    }
    @TECHREPORT{internolix01,
         ADDRESS ={Facult\'{e} des Sciences de Tunis},
         AUTHOR = {A. Bel Hadj Salem and I. Ayari},
         TITLE = {{R\'{e}alisation d'un module de Cross-Selling g\'{e}n\'{e}rique dans une solution de Commerce electronique }},
         INSTITUTION = {D\'{e}partement des Sciences de l'Informatique},
         TYPE = {Rapport de projet de fin d'\'{e}tudes},
         MONTH = {Juillet},
         PAGES = {},
         YEAR = {2001}
    }

    @ARTICLE{Aho79,
            DATE = {1979},
            AUTHOR = {A.H. Aho and C. Beeri and J.D. Ullman},
            TITLE = {{The theory of joins in relational databases}},
        KEYWORDS = {},
            YEAR = {1979},
            JOURNAL = {ACM TODS},
            PAGES = {297--314},
            NUMBER = {4},
            VOLUME ={3},
            MONTH = {September},
        ABSTRACT = {}
    }
    @ARTICLE{Bee79,
            DATE = {1979},
            AUTHOR = {C. Beeri and P.A. Mendelzon},
            TITLE = {{Computational problems related to the design of normal form relational schemes}},
        KEYWORDS = {},
            YEAR = {1979},
            JOURNAL = {ACM TODS},
            PAGES = {30--59},
            NUMBER = {4},
            VOLUME ={1},
            MONTH = {May},
        ABSTRACT = {}
    }
    @ARTICLE{bernestein76,
            DATE = {1976},
            AUTHOR = {P.A. Bernestein},
            TITLE = {{Synthesizing third normal form relations from functional dependencies}},
        KEYWORDS = {},
            YEAR = {1976},
            JOURNAL = {ACM TODS},
            PAGES = {277--298},
            NUMBER = {4},
            VOLUME ={1},
            MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{bernestein75,
            DATE = {1975},
            AUTHOR = {P.A. Bernestein and J.R. Swenson and D.C. Tsichritzis},
            TITLE =  {A unified approach to functional dependencies and relations},
        KEYWORDS = {},
            YEAR = {1975} ,
            BOOKTITLE = {Proc. ACM SIGMOD Conference, San Jos, USA},
            PAGES = {237--245},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{Bis78,
            DATE = {1978},
            AUTHOR = {J. Biskup},
            TITLE = {{On the complementation rule for multivalued dependencies in database relations}},
        KEYWORDS = {},
            YEAR = {1978},
            JOURNAL = {Acta Informatica},
            PAGES = {297--305},
            NUMBER = {10},
            VOLUME ={1},
            MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{Bis80,
            DATE = {1980},
            AUTHOR = {J. Biskup},
            TITLE = {{Inference of multivalued dependencies in fixed and undetermined universes}},
        KEYWORDS = {},
            YEAR = {1980},
            JOURNAL = {Theoretical Computer Science},
            PAGES = {93--106},
            NUMBER = {10},
            VOLUME ={1},
            MONTH = {},
        ABSTRACT = {}
    }
    @BOOK{Dat87,
         DATE = {1987},
         AUTHOR = {C.J. Date},
         TITLE = {{An introduction to database systems}},
         YEAR = {1997},
         EDITOR = {},
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         PAGES = {}
    }
    @ARTICLE{Del78,
            DATE = {1978},
            AUTHOR = {C. Delobel},
            TITLE = {{Normalisation of hierarchical dependencies in the relational data model}},
        KEYWORDS = {},
            YEAR = {1978},
            JOURNAL = {ACM TODS},
            PAGES = {201--222},
            NUMBER = {2},
            VOLUME ={3},
            MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{Men79,
            DATE = {1979},
            AUTHOR = {A.O. Mendelzon},
            TITLE = {{On axiomatizing multivalued dependencies in relational databases}},
        KEYWORDS = {},
            YEAR = {1979},
            JOURNAL = {Journal of the ACM},
            PAGES = {37--44},
            NUMBER = {26},
            VOLUME ={},
            MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{Gre93,
            DATE = {1993},
            AUTHOR = {P.W.P.J. Grefen and P.M.G. Apers},
            TITLE = {{Integrity control in relational databases systems- An overview}},
        KEYWORDS = {},
            YEAR = {1978},
            JOURNAL = {Data and Knowledge Engineering},
            PAGES = {187--223},
            NUMBER = {10},
            VOLUME ={},
            MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{Riss78,
            DATE = {1978},
            AUTHOR = {J. Rissanen},
            TITLE =  {Theory of relations for databases},
        KEYWORDS = {},
            YEAR = {1978} ,
            BOOKTITLE = {Proc. 7th Symposium on Foundations of Computer Science, Lectures Notes in Computer Science, Springer-Verlag, Poland},
            PAGES = {537--551},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }

    @BOOK{lebart98,
         DATE = {1998},
         AUTHOR = {L. Lebart and A. Morineau and M. Piron},
         TITLE = {{Statistique Exploratoire Multidimensionnelle}},
         YEAR = {1998},
         EDITOR = {},
         PUBLISHER = {Edition Dunod, 2nd edition, Paris},
         PAGES = {}
    }

    @BOOK{Davalo92,
         DATE = {1992},
         AUTHOR = {E. Davalo and P. Naim},
         TITLE = {{Des r\'{e}seaux de neurones}},
         YEAR = {1992},
         EDITOR = {},
         PUBLISHER = {Edition Eyrolles, Paris},
         PAGES = {}
    }
    @BOOK{Saporta,
         DATE = {1992},
         AUTHOR = {R. Saporta},
         TITLE = {{Probabilit\'{e}s, Analyse de donn\'{e}es et Statistiques}},
         YEAR = {1992},
         EDITOR = {},
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         PAGES = {492}
    }

    @INPROCEEDINGS{macqueen67,
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            AUTHOR = {J. B. MacQueen},
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        KEYWORDS = {},
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            PAGES = {281--297},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{java99,
            DATE = {1999},
            AUTHOR = {J. Pastre},
            TITLE = {{La survie d'OS/2 passe par JAVA}},
        KEYWORDS = {},
            YEAR = {1999},
            JOURNAL = {01 Informatique},
            PAGES = {15--16},
            NUMBER = {1540},
            VOLUME ={},
            MONTH = {Avril},
        ABSTRACT = {}
    }
    @INCOLLECTION{zadeh81,
         AUTHOR = {L. A. Zadeh},
         TITLE = {{PRUF- a meaning representation language for natural language}},
         YEAR = {1981},
         EDITOR = {E.H. Mamdani and B.R. Gaines},
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         PAGES = {1--66}
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    @INCOLLECTION{ganasia91,
         AUTHOR = {J.G. Ganasia},
         TITLE = {{Charade: Apprentissage de bases de connaissances}},
         YEAR = {1991},
         EDITOR = {},
         PUBLISHER = {C\'{e}padues-\'{e}dition},
         PAGES = {309--326},
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    @BOOK{polandt97,
         DATE = {1997},
         AUTHOR = {S. Pollandt},
         TITLE = {{Fuzzy-Begriffe: Formale Begriffsanalyse unscharfer Daten}},
         YEAR = {1997},
         EDITOR = {},
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         PAGES = {}
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    @BOOK{Hajek98,
         DATE = {1998},
         AUTHOR = {P. Hajek},
         TITLE = {{Mathematics of fuzzy logic}},
         YEAR = {1998},
         EDITOR = {},
         PUBLISHER = {Kluwer},
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    @ARTICLE{beloh99,
        DATE = {1999},
            AUTHOR = {R. Belohlavek},
        TITLE = {{Fuzzy Galois connections}},
        KEYWORDS = {},
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        PAGES = {497--504},
        NUMBER = {4},
        VOLUME ={45},
        MONTH = {},
        ABSTRACT = {}
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    @INPROCEEDINGS{wolf98,
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        KEYWORDS = {},
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        PAGES = {555--562},
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            PAGES = {33--40},
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         YEAR = {1990},
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         PAGES = {}
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    @BOOK{Del91,
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         YEAR = {1986},
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         PAGES = {302}
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    @BOOK{thur99,
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         AUTHOR = {Bh. Thuraisingham},
         TITLE = {{Data Mining : Technologies, Techniques, Tools, and Trends}},
         YEAR = {1999},
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         DATE = {1999},
         AUTHOR = {G. Gardarin},
         TITLE = {{Internet, Intranet et Bases de donn\'{e}es}},
         YEAR = {1999},
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         PAGES = {}
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    @ARTICLE{sugeno85,
        DATE = {1985},
          AUTHOR = {M. Sugeno},
        TITLE = {{An Introduction Survey of Fuzzy Control}},
        KEYWORDS = {},
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            JOURNAL = is,
        PAGES = {59--83},
        NUMBER = {36},
        VOLUME ={},
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    @BOOK{grumbach94,
         DATE = {1994},
         AUTHOR = {A. Grumbach},
         TITLE = {{Cognition artificielle}},
         YEAR = {1994},
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    @ARTICLE{dubprat96,
        DATE = {1996},
          AUTHOR = {D. Dubois and H. Prade},
            TITLE = {{Logique floue, interpolation et commande}},
        KEYWORDS = {},
        YEAR = {1996},
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        PAGES = {607--644},
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    @INPROCEEDINGS{dubois2000,
        DATE = {3--7},
            AUTHOR = {D. Dubois and H. Prade},
            TITLE =  {Fuzzy sets in data summaries - outline of a new approach},
        KEYWORDS = {},
            YEAR = {2000} ,
            BOOKTITLE = {Proceedings of the Intl. Conference of Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU'2000), Madrid, Spain},
            PAGES = {1035--1040},
        NUMBER = {8},
            VOLUME = {II},
        MONTH = {3--7 July},
        ABSTRACT = {}
    }

    @ARTICLE{mun94,
        DATE = {1994},
            AUTHOR = {T. Munakata and Y. Jani},
        TITLE = {{Fuzzy systems: An overview}},
        KEYWORDS = {},
        YEAR = {1994},
        JOURNAL = acm4,
        PAGES = {69--76},
        NUMBER = {3},
        VOLUME ={37},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{mun94,
        DATE = {1994},
            AUTHOR = {T. Munakata and Y. Jani},
        TITLE = {{Fuzzy systems: An overview}},
        KEYWORDS = {},
        YEAR = {1994},
        JOURNAL = acm4,
        PAGES = {69--76},
        NUMBER = {3},
        VOLUME ={37},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{imielinski84,
            DATE = {1984},
            AUTHOR = {T. Imielinski and W. Lipski},
            TITLE = {{Incomplete information in relational databases}},
        KEYWORDS = {},
            YEAR = {1984},
            JOURNAL = {Journal of the ACM},
            PAGES = {761--791},
            NUMBER = {31},
            VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }

    @ARTICLE{lipski79,
            DATE = {1979},
            AUTHOR = {W. Lipski},
            TITLE = {{On semantic issues connected with incomplete information}},
        KEYWORDS = {},
            YEAR = {1979},
            JOURNAL = {ACM Transactions on Database Systems},
            PAGES = {262--296},
            NUMBER = {4},
            VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{salt88,
        DATE = {1988},
        AUTHOR = {G. Salton and C. Buckely},
            TITLE =  {Term Weighting Approaches in Automatic Text Retrieval},
        KEYWORDS = {},
        YEAR = {1988} ,
          BOOKTITLE = {Information Processing and Management},
        PAGES = {513--523},
        NUMBER = {},
        VOLUME = {},
        MONTH = {May},
        ABSTRACT = {}
    }
    @PHDTHESIS{lethanh86,
       author = {N. Le Thanh},
       title = {Contribution  \`{a} l'\'{e}tude de la g\'{e}n\'{e}ralisation et de l'association dans une base de donn\'{e}es relationnelle : les iso-d\'{e}pendances et le mod\`{e}le b-relationnel},
       school = {Universit\'{e} de Nice},
       type =  {Dissertation de Doctorat d'\'{e}tat -\'{e}s Sciences},
       address = {France},
       month = {},
       year = {1986},
       note = {}
    }
    ********* ref des update **********
    @INPROCEEDINGS{cheunga96,
            DATE = {1996},
            AUTHOR = {D. W. Cheung and J. Han and V. T. Ng and C. Y. Wong},
            TITLE =  {Maintenance of discovered association rules in large databases : An incremental updating technique},
        KEYWORDS = {},
            YEAR = {1996} ,
          BOOKTITLE = {Proc. 12nd Intl. Conference on Knowledge Discovery and Data Mining, New orleans, Louisianne},
            PAGES = {106--114},
        NUMBER = {},
        VOLUME = {},
            MONTH = {February},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{cheung96b,
            DATE = {1996},
            AUTHOR = {D. W. Cheung, and  V. T. Ng and B. W. Tam},
            TITLE =  {Maintenance of discovered knowledge : A case in Multi-level association rules},
        KEYWORDS = {},
            YEAR = {1996} ,
          BOOKTITLE = {Proc. 2nd Intl. Conference on Knowledge Discovery and Data Mining},
            PAGES = {307--310},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{cheung97,
            DATE = {1997},
            AUTHOR = {D. W. Cheung, and S.D. Lee and B. Kao},
            TITLE =  {A general Incremental technique for mining association rules},
        KEYWORDS = {},
            YEAR = {1997} ,
          BOOKTITLE = {Proc. Intl. Conference on Database System for Advanced Applications},
            PAGES = {185--194},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }
    @PHDTHESIS{lee97,
       author = {K. L. Lee},
       title = {efficient Graph-Based algorithms for discovering and maintaining knowledge in large databases},
       school = {},
       type =  {NTHU Master thesis},
       address = {},
       month = {},
       year = {1997},
       note = {}
    }
    @INPROCEEDINGS{Yen96,
            DATE = {1996},
            AUTHOR = {S.J. Yen and A. L. P. Chen},
            TITLE =  {An efficient approach to discovering knowledge from large databases},
        KEYWORDS = {},
            YEAR = {1997} ,
          BOOKTITLE = {Proc. the IEEE/ACM Intl. Conference on Parallel and Distributed Information System},
            PAGES = {8--18},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{tsai99,
        DATE = {26--28},
          AUTHOR = {P. S.M. Tsai and C. Lee and A. L. P. Chen},

            TITLE =  {An efficient approach for incrementalassociation rule mining},
        KEYWORDS = {},
        YEAR = {1999} ,
          BOOKTITLE = {Proceedings of the Intl. Third Pacific-Asia Conference on Knowledge Data Discovery (PAKDD'99),  Lecture Notes in Artificial intelligence 1574,Beiging},
          PAGES = {74-83},
        NUMBER = {},
        VOLUME = {},
        MONTH = {26--28 April},
          ABSTRACT = {},
          Publisher={Springler-Verlag},
          EDITOR ={N. Zhong and L. Zhou}
    }

    @INPROCEEDINGS{raschia01,
            DATE = {25--28},
            AUTHOR = {G. Raschia and L. Ughetto and N. Mouaddib},
            TITLE =  {Data summarization using extended concpet hierarchies},
        KEYWORDS = {},
            YEAR = {2001} ,
            BOOKTITLE = {Proceedings of the Intl. Conference NAFIPS/IFSA, Vancouver, Canada},
            PAGES = {2289--2294},
        NUMBER = {},
            VOLUME = {},
            MONTH = {25--28 July},
            ABSTRACT = {},
            Publisher= {},
            EDITOR ={}
    }

    @INPROCEEDINGS{kacpr99,
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            AUTHOR = {J. Kacprzyck},
            TITLE =  {Fuzzy logic for linguistic summarization of databases},
        KEYWORDS = {},
        YEAR = {1999} ,
          BOOKTITLE = {Proceedings of the IEEE Intl. conference on Fuzzy Systems FUZZ-IEEE'99, Seoul, Korea},
          PAGES = {813--818},
        NUMBER = {8},
            VOLUME = {I},
          MONTH = {22--25 August},
        ABSTRACT = {},
            EDITOR ={}
    }
    @ARTICLE{lee_97,
            DATE = {1997},
            AUTHOR = {D. H. Lee and M. H. Kim},
            TITLE = {{Database summarization using fuzzy ISA hierchies}},
        KEYWORDS = {},
            YEAR = {1997},
            JOURNAL = {IEEE Trans. on Systems Man and Cyb.- Part B},
            PAGES = {68--78},
            NUMBER = {27},
            VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
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    @INPROCEEDINGS{Ma01,
            DATE = {25--28},
            AUTHOR = {Z. M. Ma and W. J. Zhang},
            TITLE =  {Multivalued dependencies in Extended Possibility-Based Fuzzy Relational Databases},
        KEYWORDS = {},
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            PAGES = {352--356},
        NUMBER = {},
            VOLUME = {},
            MONTH = {25--28 July},
            ABSTRACT = {},
            Publisher= {},
            EDITOR ={}
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    @INPROCEEDINGS{nguifo90,
        DATE = {},
          AUTHOR = {M. Liqui\`{e}re and E. Mephu Nguifo},
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          PAGES = {93-114},
        NUMBER = {},
        VOLUME = {},
        MONTH = {},
          ABSTRACT = {},
          Publisher={},
          EDITOR ={}
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            DATE = {1991},
            AUTHOR = {R. Godin and R. Missaoui and H. Alaoui},
            TITLE =  {Learning algorithms using a Galois lattice structure},
        KEYWORDS = {},
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            BOOKTITLE = {Proceedings of third IEEE Intl. Conference on Tools for AI, San Jose, CA, USA},
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    @ARTICLE{Keim96,
            DATE = {1996},
            AUTHOR = {D. Keim and H. Kriegel},
            TITLE = {{Visualization techniques for mining large databases : A comparison}},
        KEYWORDS = {},
            YEAR = {1996},
            JOURNAL = {IEEE Transactions on Knowledge and Data Engineering},
            PAGES = {923--938},
            NUMBER = {8},
            VOLUME ={6},
        MONTH = {December},
        ABSTRACT = {}
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    @INPROCEEDINGS{Klemettinen94,
            DATE = {1994},
            AUTHOR = {M. Klemettinen and H. Mannila and P. Ronkainen and H. Toivonen, and A. I. Verkamo},
            TITLE =  {Finding interesting rules from large sets of discovered association rules},
        KEYWORDS = {},
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            BOOKTITLE = {Proceedings of the 3rd International Conference on Information and Knowledge Management (CIKM'94),ACM Press},
            PAGES = {401--407},
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        VOLUME = {},
            MONTH = {November},
        ABSTRACT = {}
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    @INPROCEEDINGS{bastide2000,
            DATE = {2000},
            AUTHOR = {Y. Bastide and N. Pasquier and R. Taouil and L. Lakhal and G. Stumme},
            TITLE =  {Mining minimal non-redundant association rules using frequent closed itemsets },
        KEYWORDS = {},
            YEAR = {2000} ,
            BOOKTITLE = {Proceedings of the international Conference DOOD'2000,LNCS, Springer-verlag},
            PAGES = {972--986},
        NUMBER = {},
        VOLUME = {},
            MONTH = {July},
        ABSTRACT = {}
    }
    @PHDTHESIS{Thesepasquier,
       author = {N. Pasquier},
       title = {Data Mining : algorithmes d'extraction et de r\'{e}duction des r\`{e}gles d'association dans les bases de donn\'{e}es},
       school = {Universit\'{e} de Clermont-Ferrand II},
       type =  {Doctorat d'Universit\'{e}},
       address = {France},
       month = {},
       year = {2000},
       note = {}
    }
    @INPROCEEDINGS{liu99,
            DATE = {1999},
            AUTHOR = {B. Liu and W. Hsu and K. W ang and S. Che},
            TITLE =  {Visually aided exploration of interesting association rules},
        KEYWORDS = {},
            YEAR = {1999} ,
            BOOKTITLE = {Proceedings of the  3rd International Conference on Research and Development in Knowledge Discovery and Data mining (PAKDD'99),LNCS,Vol. 1574, Springer-verlag},
            PAGES = {380--389},
        NUMBER = {},
        VOLUME = {},
            MONTH = {April},
        ABSTRACT = {}
    }
    @ARTICLE{zaki1999,
            DATE = {1999},
            AUTHOR = {M.J. Zaki},
            TITLE = {{Parallel and Distributed Association Mining: A Survey}},
        KEYWORDS = {},
            YEAR = {1999},
            JOURNAL = {IEEE Concurrencyg},
            PAGES = {},
            NUMBER = {},
            VOLUME ={},
        MONTH = {October-December},
        ABSTRACT = {}
    }


    @INPROCEEDINGS{zakii2000,
            DATE = {2000},
            AUTHOR = {M. J. Zaki},
            TITLE =  {Generating Non-Redundant Association Rules},
        KEYWORDS = {},
            YEAR = {2000} ,
            BOOKTITLE = {Proceedings of the  6th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,Boston, MA},
            PAGES = {34--43},
        NUMBER = {},
        VOLUME = {},
            MONTH = {August},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{zakii2002,
            DATE = {2002},
            AUTHOR = {M. J. Zaki and C. -J. Hsiao},
            TITLE =  {CHARM: An Efficient Algorithm for Closed Itemset Mining},
        KEYWORDS = {},
            YEAR = {2002} ,
            BOOKTITLE = {Proceedings of the  2nd SIAM International Conference on Data Mining, Arlington},
            PAGES = {34--43},
        NUMBER = {},
        VOLUME = {},
            MONTH = {April},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{meo96,
            DATE = {1996},
            AUTHOR = {R. Meo and G. Psaila and S. Ceri},
            TITLE =  {A new SQL-Like operator for mining association rules},
        KEYWORDS = {},
            YEAR = {1996} ,
            BOOKTITLE = {Proceedings of the  VLDB Conference},
            PAGES = {122--133},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{ng98,
            DATE = {1998},
            AUTHOR = {R. T. Ng and V. S. Lakshmanan and J. han and A. Pang},
            TITLE =  {Exploratory mining and pruning optimizations of constrained association rules},
        KEYWORDS = {},
            YEAR = {1998} ,
            BOOKTITLE = {Proceedings of the  SIGMOD Conference},
            PAGES = {13--24},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{han95,
            DATE = {1995},
            AUTHOR = {J. Han and Y. Fu},
            TITLE =  {Discovery of multiple-level association rules from large databases},
        KEYWORDS = {},
            YEAR = {1995} ,
            BOOKTITLE = {Proceedings of the  VLDB Conference},
            PAGES = {420--431},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{hipp,
            DATE = {1998},
            AUTHOR = {J. Hipp and A. Myka and R. Wirth and U. Guentzer},
            TITLE =  {A new algorithm for faster mining of generalized association rules},
        KEYWORDS = {},
            YEAR = {1998} ,
            BOOKTITLE = {LNAI 1510, Springer-verlag},
            PAGES = {},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
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    @INPROCEEDINGS{hullermeir01,
            DATE = {2001},
            AUTHOR = {E. Huellermeir},
            TITLE =  {Implication-based fuzzy association rules},
        KEYWORDS = {},
            YEAR = {2001} ,
            BOOKTITLE = {Proceedings of the PKDD'2001: Principles of Data Mining and Knowledge Discovery,LNAI 2168, Springer-verlag, Freiburg,Germany},
            PAGES = {241--252},
        NUMBER = {},
        VOLUME = {},
            MONTH = {September},
        ABSTRACT = {}
    }


    @INPROCEEDINGS{stumme01,
            DATE = {2001},
            AUTHOR = {G. Stumme and R. Taouil and Y. Bastide and N. Pasquier and L. Lakhal},
            TITLE =  {Intelligent structuring and reducing of association rules with formal concept analysis},
        KEYWORDS = {},
            YEAR = {2001} ,
            BOOKTITLE = {Proc. KI'2001 conference, LNAI 2174, Springer-verlag},
            PAGES = {335--350},
        NUMBER = {},
        VOLUME = {},
            MONTH = {September},
        ABSTRACT = {}
    }
    @INPROCEEDINGS{agg98,
            DATE = {1998},
            AUTHOR = {C. C. Aggrawal and P.S. Yu},
            TITLE =  {Online Generation of Association Rules},
        KEYWORDS = {},
            YEAR = {1998} ,
            BOOKTITLE = {Proceedings of the 14th Intl. Conf. on Data Engineering, IEEE edition,  Orlando},
        PAGES = {402--411},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }


    @ARTICLE{spa71,
            DATE = {1971},
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            TITLE = {{What makes an automatic keyword classification effective}},
        KEYWORDS = {},
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            JOURNAL = {Journal of the ASIS},
            PAGES = {166--175},
            NUMBER = {18},
            VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }
    @ARTICLE{spa91,
            DATE = {1991},
            AUTHOR = {K. Spark-Jones},
            TITLE = {{Notes and references on early classification work}},
        KEYWORDS = {},
            YEAR = {1991},
            JOURNAL = {SIGIR Forum},
            PAGES = {10--17},
            NUMBER = {25},
            VOLUME ={1},
        MONTH = {},
        ABSTRACT = {}
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    @ARTICLE{cro90,
            DATE = {1990},
            AUTHOR = {C. J. Crouch},
            TITLE = {{An approach to the automatic construction of global thesauri}},
        KEYWORDS = {},
            YEAR = {1990},
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            PAGES = {29--40},
            NUMBER = {26},
            VOLUME ={5},
        MONTH = {},
        ABSTRACT = {}
    }


    @INPROCEEDINGS{cro92,
            DATE = {1992},
            AUTHOR = {C. J. Crouch and B. Yong},
            TITLE =  {Experiments in automatic statistical thesaurus construction},
        KEYWORDS = {},
            YEAR = {1992} ,
            BOOKTITLE = {Proceedings of the 15th Intl. ACM/SIGIR Conf.  R and D in Information Retrieval,  Cpoenhagen, Denmark},
        PAGES = {77—82},
        NUMBER = {},
        VOLUME = {},
            MONTH = {June},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{gre92,
            DATE = {1992},
            AUTHOR = {G. Grefensette},
            TITLE =  {Use of syntactic context to produce term association lists for retrieval},
        KEYWORDS = {},
            YEAR = {1992} ,
            BOOKTITLE = {Proceedings of the 15th Intl. ACM/SIGIR Conf.  R and D in Information Retrieval,  Cpoenhagen, Denmark},
        PAGES = {89—97},
        NUMBER = {},
        VOLUME = {},
            MONTH = {June},
        ABSTRACT = {}
    }


    @ARTICLE{sme83,
            DATE = {1983},
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            TITLE = {{The retrieval effect of query expansion on a feedback document retrieval system}},
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            JOURNAL = {The Computer Journal},
            PAGES = {239--246},
            NUMBER = {26},
            VOLUME ={3},
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    @ARTICLE{ecommerce01,
            DATE = {2001},
            AUTHOR = {R. Kohavi and F. Provost},
            TITLE = {{Applications of Data Mining to Electronic Commerce}},
        KEYWORDS = {},
            YEAR = {2001},
            JOURNAL = {International Journal of Data Mining and Knowledge Discovery},
            PAGES = {1--7},
            NUMBER = {},
            VOLUME ={},
        MONTH = {},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{han00,
            DATE = {2000},
            AUTHOR = {J. Han and J. Pei and Y. Yin},
            TITLE =  {Mining frequent patterns without candidate generation},
        KEYWORDS = {},
            YEAR = {2000} ,
            BOOKTITLE = {Proceedings of the ACM-SIGMOD Intl. Conference on Management of Data (SIGMOD'00),Dallas, Texas},
        PAGES = {1--12},
        NUMBER = {},
        VOLUME = {},
            MONTH = {May},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{pei01,
            DATE = {2001},
            AUTHOR = {J. Pei and J. Han and H. Lu and S. Nishio and S. Tang and D. Yang},
            TITLE =  {H-Mine: Hyper-structure mining of requent patterns in large databases},
        KEYWORDS = {},
            YEAR = {2001} ,
            BOOKTITLE = {Proceedings of the IEEE Intl. Conference on Data Mining (ICDM'01),San Jose, CA},
        PAGES = {441—448},
        NUMBER = {},
        VOLUME = {},
            MONTH = {November},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{closetO2,
            DATE = {2002},
            AUTHOR = {J. Pei and J. Han and R. Mao and S. Nishio and S. tang and D. Yang},
            TITLE =  {CLOSET: An efficient algorithm for mining frequent closed itemsets},
        KEYWORDS = {},
            YEAR = {2002} ,
            BOOKTITLE = {Proceedings of the ACM SIGMOD DMKD'00, Dallas,TX},
        PAGES = {21--30},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }
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    @INPROCEEDINGS{cats03,
            DATE = {2003},
            AUTHOR = {W. Cheung and O.R. Zaiane},
            TITLE =  {Incremental Mining of Frequent Patterns Without Candidate
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        KEYWORDS = {},
            YEAR = {2003} ,
            BOOKTITLE = {Proceedings of the Seventh International Database Engineering and Applications Symposium (IDEAS 2003), Hong Kong, China},
        PAGES = {},
        NUMBER = {},
        VOLUME = {},
            MONTH = {16--18,July},
        ABSTRACT = {}
    }
    @BOOK{kruse99,
         DATE = {1999},
         AUTHOR = {R. L. Kruse and A. J. Ryba},
         TITLE = {{Data structures and program design in c$^{++}$}},
         YEAR = {1999},
         EDITOR = {Prentice Hall},
         PUBLISHER = {},
         PAGES = {}
    }


    @INPROCEEDINGS{au99,
            DATE = {1999},
            AUTHOR = {Wai-Ho Au and K. C.C. Chan},
            TITLE =  {FARM: A data mining system for discovering fuzzy association rules},
        KEYWORDS = {},
        YEAR = {1999} ,
        BOOKTITLE = {Proceedings of the 18th IEEE Int’l Conf. on Fuzzy Systems,Seoul, Korea},
        PAGES = {1217--1222},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
        }

     

    @inproceedings{chan97mining,
        author = "K. C. C. Chan and Wai-Ho Au",
        title = "Mining Fuzzy Association Rules",
        booktitle = "Proc. of the Sixth Int'l Conf. on Information and Knowledge Management (CIKM'97),Las Vegas, Nevada",
        pages = "209-215",
        year = "1997",
        MONTH = {November},
        }

      @article{KuokFW98,
      author    = {C. M. Kuok and A. W. Fu and M. H. Wong},
      title     = {Mining Fuzzy Association Rules in Databases},
      journal   = {SIGMOD Record},
      volume    = {27},
      number    = {1},
      year      = {1998},
      pages     = {41--46},
    }

     

    @INCOLLECTION{chen2000,
         AUTHOR = {G. Chen and Q. Wei and E. Kerre},
         TITLE = {{Fuzzy Data Mining: Discovery of Fuzzy Generalized Association Rules}},
         YEAR = {2000},
         Month ={March},
         EDITOR = {Bordagna and Pasi},
         PUBLISHER = {Physica Verlag, Heidelberg},
         BOOKTITLE ={Recent Research Issues on Management of Fuzziness in Databases},
         SERIES= {Studies in Fuzziness and Soft Computing},
         CHAPTER ={},
         PAGES = {}

    }

    @INPROCEEDINGS{chen99,
            DATE = {1999},
            AUTHOR = {Q. Wei and G. Chen},
            TITLE =  {Mining Generalized Association Rules with Fuzzy Taxonomic Structures},
        KEYWORDS = {},
        YEAR = {1999} ,
        BOOKTITLE = {Proceedings of the North America Fuzzy Information Processing Society (NAFIPS99), New York},
        PAGES = {477--481},
        NUMBER = {},
        VOLUME = {},
            MONTH = {},
        ABSTRACT = {}
    }

    @INPROCEEDINGS{Tan02,
            DATE = {2002},
            AUTHOR = {P. Tan and V. Kumar and J. Srivastava},
            TITLE =  {Selecting the right interestingness measure for association patterns},
        KEYWORDS = {},
        YEAR = {2002} ,
        BOOKTITLE = {Proceedings of the Eight ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (ICDM'02), ACM Press},
        PAGES = {32--41},
        NUMBER = {},
        VOLUME = {},
        MONTH = {},
        ABSTRACT = {}
        }


    @INCOLLECTION{Fayyad96,
         AUTHOR = {U.M. Fayyad and G.Piatetsky-Shapiro and P.dhraic Smyth},
         TITLE = {{From Data Mining to knowledge Discovery: An Overview}},
         YEAR = {1996},
         Month ={},
         EDITOR = {U.M. Fayyad and G.Piatetsky-Shapiro and P.dhraic Smyth and R. Uthurusamy},
         PUBLISHER = {AAAI Press},
         BOOKTITLE ={Advances in Knowledge Discovery and Data Mining},
         SERIES= {},
         CHAPTER ={},
         PAGES = {1--34}

    }

     @article{Boulicaut03,
      author    = {J.F. Boulicaut and A. Bykowski and C. Rigotti},
      title     = {Free­sets: A condensed representation of boolean data for the approximation of frequency
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      journal   = {Data Mining and Knowledge Discovery},
      volume    = {7},
      number    = {1},
      year      = {2003},
      pages     = {5-22},
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    @INPROCEEDINGS{Bykowski01,
            DATE = {2001},
            AUTHOR = {A. Bykowski and C. Rigotti},
            TITLE =  {A condensed representation to find frequent
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        KEYWORDS = {},
        YEAR = {2001} ,
        BOOKTITLE = {In Proceedings of the Twentieth ACM SIGACT­SIGMOD­
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        PAGES = {267--273},
        NUMBER = {},
        VOLUME = {},
        MONTH = {},
        ABSTRACT = {}
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    @INPROCEEDINGS{calders02,
            DATE = {2001},
            AUTHOR = {T. Calders and B. Goethals},
            TITLE =  {Mining all non­derivable frequent itemsets},
        KEYWORDS = {},
        YEAR = {2001} ,
        BOOKTITLE = {In Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge
    Discovery,LNCS, Springer},
        PAGES = {74--85},
        NUMBER = {},
        VOLUME = {2431},
        MONTH = {},
        ABSTRACT = {}
        }
    @inproceedings{upperbound01,
    title = {A tight upper bound on the number of candidate patterns},
    author = {F. Geerts and B. Goethals and J. Van den Bussche},
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    editor = {N. Cercone and T.Y. Lin and X. Wu},
    pages = {155--162},
    publisher = {IEEE Computer Society},
    year = {2001}
    }

    @article{pascal02,
      author    = {Y. Bastide and R. Taouil and N. Pasquier and G. Stumme and L. Lakhal},
      title     = {Pascal : un algorithme d'extraction des motifs fr\'{e}quents},
      journal   = {Techniques et Science Informatiques},
      volume    = {21},
      number    = {1},
      year      = {2002},
      pages     = {65-95},
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    @article{titanic02,
      author    = {G. Stumme and R. Taouil and Y. Bastide and N. Pasquier and L. Lakhal},
      title     = {Computing Iceberg Concept Lattices with Titanic},
      journal   = {J. on Knowledge and Data Engineering (KDE)},
      volume    = {2},
      number    = {42},
      year      = {2002},
      pages     = {189--222},
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    @inproceedings{titanic00,
    title = {Fast Computation of Concept Lattices Using Data Mining Techniques},
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    year = {2000}
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    @article{ganter91,
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      pages     = {283--290},
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    @PHDTHESIS{skirantthesis,
       author = {R. Srikant},
       title = {Fast Algorithms for Mining
    Association Rules and Sequential Patterns},
       school = {University of Wisconsin,Madison},
       type =  {Ph.D Dissertation},
       address = {USA},
       month = {},
       year = {1996},
       note = {}
    }

    @inproceedings{Kuznetsov02,
    title = {Comparing Performance of Algorithms for Generating Concept
    Lattices},
    author = {S.O. Kuznetsov and S.A. Ob"edkov},
    booktitle = {Proceedings of ICCS'01 Int'l. Workshop on Concept Lattices-Based KDD, Standford},
    editor = {},
    pages = {35--47},
    publisher = {},
    year = {2002}
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    @inproceedings{pfatz02,
    title = {Scientific Discovery through Iterative Transformation of Concept
    Lattices},
    author = {J. L. Pfaltz and C. M. Taylor},
    booktitle = {Proceedings of Workshop on Discrete Applied Mathematics in conjunction
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    editor = {},
    pages = {65--74},
    publisher = {},
    year = {2002}
    }

    @article{Nourine99,
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      title     = {A fast algorithm for
    building lattices},
      journal   = {Information Processing Letters},
      volume    = {},
      number    = {71},
      year      = {1999},
      pages     = {199--214},
    }
    @inproceedings{jen03,
    title = {JEN : un algorithme efficace de construction de
    g\'{e}n\'{e}rateurs pour l'identification des r\`{e}gles d'association},
    author = {A. Le Floc'h and C. Fisette and R. Missaoui and P. Valtchev and R. Godin},
    booktitle = {Proceedings of the XXXVemes Journ\'{e}es de Statistique, Lyon, France},
    editor = {},
    pages = {},
    publisher = {},
    year = {2003}
    }

    @article{PASCAL00,
      author    = {Y. Bastide and R. Taouil and N. Pasquier and G. Stumme and L. Lakhal},
      title     = {Mining frequent patterns with counting inference},
      journal   = {SIGKDD Explorations},
      volume    = {2},
      number    = {2},
      year      = {2000},
      pages     = {66--75},
    }


    @inproceedings{Bouoni,
    title = {Supporting Data Analysis Through Visualizations},
    author = {P. Buono and M. F. Costabile and F. A. Lisi},
    booktitle = {Proceedings of Workshop on Visual Data Mining, Freiburg, Germany},
    editor = {},
    pages = {67--78},
    publisher = {},
    MONTH = {September},
    year = {2001}
    }

    @inproceedings{Buono03,
    title = {Analysing Association Rules with an Interactive Graph-Based Technique},
    author = {P. Buono},
    booktitle = {Proceedings of Special Session on Visual Data Mining, HCI International 2003,Crete, Greece},
    editor = {},
    pages = {675--679},
    publisher = {},
    MONTH = {June},
    year = {2003}
    }


    @inproceedings{Shneiderman96,
    title = {The eyes have it: A task by data type taxonomy for information
    visualization},
    author = {B. Shneiderman},
    booktitle = {Proceedings IEEE Symposium on Visual Languages, Boulder, Colorado},
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    }
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    title = {Generalized Fisheye Views},
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    Factors in Computing Systems (CHI'86)},
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    publisher = {16--23},
    year = {1986}
    }
    @TECHREPORT{isi04,
         ADDRESS ={Centre de Recherche en Informatique de Lens (CRIL), Lens, France},
         AUTHOR = {S. BenYahia and E. Mephu Nguifo},
         TITLE = {{A survey of Galois connection
    semantics-based approaches for mining association rules}},
         INSTITUTION = {IUT-Lens},
         TYPE = {Technical report},
         MONTH = {January},
        YEAR = {2004}
    }



    je veux recuperer les champs :
    -INSTITUTION
    -TYpe
    -month
    ....


    merci

    dimanche 24 avril 2005 à 14:54:40 | Re : fichier *.bib ===> PHP

    Anthomicro

    Heu... Et en condensant ça donne quoi (lol) ?

    tu peux nous donner un exemple minimaliste contenant juste les champs que tu souhaites récupérer ?

    merci


      dimanche 24 avril 2005 à 14:56:27 | Re : fichier *.bib ===> PHP

      zut69

      t'avais pas un exemple plus long ????
      mdr

      dimanche 24 avril 2005 à 15:02:57 | Re : fichier *.bib ===> PHP

      Anthomicro

      lol


        dimanche 24 avril 2005 à 19:14:42 | Re : fichier *.bib ===> PHP

        massacr

        Membre Club
        lol, j'ai bousillé la roulette de ma souris, et j'ai pas trouvé de solutions. En fait j'ai rien lu. relol.
        dimanche 24 avril 2005 à 19:54:03 | Re : fichier *.bib ===> PHP

        malalam

        Administrateur CodeS-SourceS
        Argh !!

        Tu veux recuperer quoi ?
        On va dire que tu as des elementds et des attributs. tu veux ca sous quelle forme ?
        Element :
        - attribut1 = valeur
        - attribut2 = valeur

        Ou juste :
        Element :
        contenu de l'element ...

        ?

        Dans tous les cas, ca ne va pas etre simple, vu que ce sont de gros fichiers. Mais on voit deja :
        @...debut d'un element
        {...debut des attributs
        attribut "=" valeur de l'attribut.
        } fin d'un element.

        Tu peux decouper ca comme ca assez simplement.
        dimanche 24 avril 2005 à 19:54:05 | Re : fichier *.bib ===> PHP

        malalam

        Administrateur CodeS-SourceS
        Argh !!

        Tu veux recuperer quoi ?
        On va dire que tu as des elementds et des attributs. tu veux ca sous quelle forme ?
        Element :
        - attribut1 = valeur
        - attribut2 = valeur

        Ou juste :
        Element :
        contenu de l'element ...

        ?

        Dans tous les cas, ca ne va pas etre simple, vu que ce sont de gros fichiers. Mais on voit deja :
        @...debut d'un element
        {...debut des attributs
        attribut "=" valeur de l'attribut.
        } fin d'un element.

        Tu peux decouper ca comme ca assez simplement.

        1 2

        Cette discussion est classée dans : fichier, php, données, lire, bib


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