Principles of data mining and knowledge discovery second European symposium, PKDD '98, Nantes, Frances, September 23 - 26, 1998 ; proceedings

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Schriftenreihe:Lecture notes in computer science 1510 : Lecture notes in artificial intelligence
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adam_text JA N M . ZYTKO W MOHAME D QUAFAFO U (EDS. ) PRINCIPLES OF DATA MINING AND KNOWLEDGE DISCOVERY SECON D EUROPEA N SYMPOSIUM , PKD D 9 8 NANTES , FRANCE , SEPTEMBE R 23-26 , 1998 PROCEEDING S AE | SPRINGE R TABL E OF CONTENT S COMMUNICATION S SESSIO N 1 . RUL E EVALUATIO N ON OBJECTIV E MEASURE S OF RUL E SUPRISINGNES S 1 A.A. FREITAS DISCOVERY OF SURPRISIN G EXCEPTIO N RULES BASE D ON INTENSIT Y OF IMPLICATIO N 10 E. SUZUKI, Y. KODRATOFF A METRI E FOR SELECTION OF TH E MOST PROMISIN G RULES 19 P. GAGO, C. BENTO SESSIO N 2 . VISUALIZATIO N FOR VISUALIZATION-BASE D ANALYSIS TOOLS IN KNOWLEDGE DISCOVERY PROCESS : A MULTILAYE R PERCEPTRO N VERSU S PRINCIPA L COMPONENT S ANALYSI S - A COMPARATIV E STUD Y 28 X. POLANCO, C. FRANCOIS, M.A. OULD LOULY TREN D GRAPHS : VISUALIZING TH E EVOLUTIO N OF CONCEP T RELATIONSHIP S IN LARG E DOCUMEN T COLLECTIONS 38 R. FELDMAN, Y. AUMANN, A. ZILBERSTEIN, Y. BEN-YEHUDA RANKE D RULES AN D DAT A VISUALIZATIO N 47 L. BOBROWSKI, T. SOWINSKI SESSIO N 3 . ASSOCIATIO N RULE S AN D TEX T MININ G TEX T VIS: AN INTEGRATE D VISUA L ENVIRONMEN T FOR TEX T MININ G 56 D. LANDAU, R. FELDMAN, 0. ZAMIR, Y. AUMANN, , M. FRESKO, Y. LINDELL, O. LIPSHTAT TEXT MINING A T TH E TER M LEVEL 65 R. FELDMAN, M. FRESKO, Y. KINAR, Y. LINDELL, 0. LIPSHTAT, M. RAJMAN, Y. SCHIER, 0. ZAMIR A NEW ALGORITH M FOR FASTE R MINING OF GENERALIZE D ASSOCIATIO N RULES 74 J. HIPP, A. MYKA, R. WIRTH, U. GUENTZER SESSIO N 4 . CLUSTERIN G AN D DISCRETIZATIO N KNOWLEDGE DISCOVERY WIT H CLUSTERIN G BASE D ON RULES . INTERPRETIN G RESULT S 83 K. GIBERT, T. ALUJA, U. CORTES VII I EFFICIENT CONSTRUCTIO N OF COMPREHENSIBL E HIERARCHICA L CLUSTERING S 93 L. TALAVERA, J. BEJAR COST SENSITIVE DISCRETIZATIO N OF NUMERI C ATTRIBUTE S 102 T. BRIJS, K. VANHOOF SESSIO N 5 . KD D PROCES S AN D SOFTWAR E HANDLIN G KD D PROCES S CHANGE S BY INCREMENTA L REPLANNIN G 111 N. ZHONG, C. LIU, Y. KAKEMOTO, S. OHSUGA OBJEC T MINING : A PRACTICA L APPLICATIO N OF DAT A MININ G FOR TH E CONSTRUCTIO N AN D MAINTENANC E OF SOFTWARE COMPONENT S 121 A. T. BJORVAND A RELATIONA L DAT A MINING TOOL BASE D ON GENETI C PROGRAMMIN G 130 L. MARTIN, F. MOAL, C. VRAIN SESSIO N 6 . TRE E CONSTRUCTIO N INDUCIN G COST-SENSITIV E TREES VI A INSTANC E WEIGHTIN G 139 K.M. TING MODEL SWITCHING FOR BAYESIA N CLASSIFICATION TREES WIT H SOFT SPLIT S 148 J. KINDERMANN, G. PAASS INTERACTIV E VISUALIZATIO N FOR PREDICTIV E MODELLING WIT H DECISION TRE E INDUCTIO N 158 T.B. HO, T.D. NGUYEN SESSIO N 7 . SEQUENTIA L AN D SPATIA L DAT A MININ G DISCOVERY OF DIAGNOSTI C PATTERN S FROM PROTEI N SEQUENCE DATABASE S 167 B. OLSSON, K. LAURIO TH E PS P APPROAC H FOR MINING SEQUENTIA L PATTERN S 176 F. MASSEGLIA, F. CATHALA, P. PONCELET KNOWLEDGE DICOVERY IN SPATIA L DAT A BY MEAN S OF IL P 185 L. POPELINSKY QUERYIN G INDUCTIV E DATABASES : A CASE STUD Y ON TH E MIN E RUL E OPERATO R 194 J.F. BOULICAUT, M. KLEMETTINEN, H. MANNILA SESSIO N 8 . ATTRIBUT E SELECTIO N CLASSES OF FOUR-FOLD TABL E QUANTIFIERS 203 J. RAUCH IX DETECTIO N OF INTERDEPENDENCE S IN ATTRIBUT E SELECTION 212 J. LORENZO, M. HERNDNDEZ, J. MENDEZ POSTPONIN G TH E EVALUATIO N OF ATTRIBUTE S WIT H A HIGH NUMBE R OF BOUNDAR Y POINT S 221 T. ELOMAA, J. ROUSU A HYBRI D APPROAC H T O FEATUR E SELECTION 230 M. BOUSSOUF POSTER S DISCRETIZATIO N AN D GROUPING : PREPROCESSIN G STEP S FOR DAT A MININ G 239 P. BERKA, I. BRUHA FUZZY SPACIAL OQ L FOR FUZZY KNOWLEDGE DISCOVERY IN DATABASE S 246 N.M. BIGOLIN, C. MARSALA EXTENDE D FUNCTIONA L DEPENDENCIE S AS A BASIS FOR LINGUISTI C SUMMARIE S . . . 255 P. BOSC, L. LIETARD, 0. PIVERT A COMPARISO N OF BATC H AN D INCREMENTA L SUPERVISE D LEARNIN G ALGORITHM S . 264 L. CARBONARA, A. BORROWMAN KNOWLEDGE DISCOVERY WIT H QUALITATIV E INFLUENCES AN D SYNERGIES 273 J. CERQUIDES, R. LOPEZ DE MAENTARAS LANGUAG E SUPPOR T FOR TEMPORA L DAT A MINING 282 X. CHEN, I. PETROUNIAS RESAMPLIN G IN A N INDEFINITE DATABAS E T O APPROXIMAT E FUNCTIONA L DEPENDENCIES 291 E. COLLOPY, M. LEVENE KNOWLEDGE DISCOVERY FROM CLIENT-SERVER DATABASE S 300 N. DEWHURST, S. LAVINGTON DISCOVERY OF COMMO N SUBSEQUENCE S IN COGNITIV E EVOKE D POTENTIAL S 309 A. FLEXER, H. BAUER IMPROVIN G TH E DISCOVERY OF ASSOCIATIO N RULES WIT H INTENSIT Y OF IMPLICATIO N 318 S. GUILLAUME, F. GUILLET, J. PHILIPPE GENERALIZATIO N LATTICE S 328 H.J. HAMILTON, R.J. HILDERMAN, L. LI, D.J. RANDALL X OVERCOMIN G FRAGMENTATIO N IN DECISION TREES THROUG H ATTRIBUT E VALUE GROUPIN G 337 K.M. HO, P.D. SCOTT DAT A MINING A T A MAJOR BANK : LESSONS FROM A LARG E MARKETIN G APPLICATION34 5 P. HUNZIKER, A. MAIER, A. NIPPE, M. TRESCH, D. WEERS, P. ZEMP POLYANALYS T DAT A ANALYSIS TECHNIQUE AN D IT S SPECIALIZATIO N FOR PROCESSIN G DAT A ORGANIZE D AS A SET OF ATTRIBUT E VALUES 352 M.V. KISELEV, S.M. ANANYAN, S.B. ARSENIEV REPRESENTATIV E ASSOCIATIO N RULES AN D MINIMU M CONDITIO N MAXIMU M CONSEQUENC E ASSOCIATIO N RULES 361 M. KRYSZKIEWICZ DISCOVERY OF DECISION RULES FROM DATABASES : AN EVOLUTIONAR Y APPROAC H . . 370 W. KWEDLO, M. KRETOWSKI USING LOGLINEAR CLUSTERIN G FOR SUBCATEGORIZATIO N IDENTIFICATIO N 379 N.M. MARQUES, G.P. LOPES, CA. COELHO EXPLORATOR Y ATTRIBUTE S SEARCH IN TIMES-SERIES DATA : AN EXPERIMENTA L SYSTE M FOR AGRICULTURA L APPLICATIO N 388 K. MATSUMOTO A PROCEDUR E T O COMPUT E PROTOTYPE S FOR DAT A MINING IN NON-STRUCTURE D DOMAIN S 396 J. MENDEZ, M. HERNDNDEZ, J. LORENZO FROM TH E DAT A MINE T O TH E KNOWLEDGE MILL: APPLYIN G TH E PRINCIPLE S OF LEXICAL ANALYSIS T O TH E DAT A MINING AN D KNOWLEDGE DISCOVERY PROCES S . . . 405 J. MOSCAROLA, R. BOLDEN PREPROCESSIN G OF MISSING VALUES USING ROBUS T ASSOCIATION S RULE S 414 A. RAGEL SIMILARITY-DRIVE N SAMPLIN G FOR DAT A MINING 423 T. REINARTZ MODELING TH E BUSINESS PROCES S BY MINING MULTIPL E DATABASE S 432 A.P. SANJEEV, J.M. ZYTKOW DAT A TRANSFORMATIO N AN D ROUG H SETS 441 J. STEPANIUK, M. MAJ CONCEPTUA L KNOWLEDGE DISCOVERY IN DATABASE S USING FORMA L CONCEP T ANALYSIS METHOD S 450 G. STUMME, R. WILLE, U. WILLE XI CLASITEX+ : A TOOL FOR KNOWLEDGE DISCOVERY FROM TEXT S 459 J.F. MARTINEZ TRINIDAD, B. BEITRAEN MARTINEZ, A. GUZMDN ARENAS, J. RUIZ SHULCLOPER DISCOVERY OF APPROXIMAT E MEDICAL KNOWLEDGE BASED ON ROUG H SET MODEL . 468 S. TSUMOTO TUTORIAL S SCALABLE, HIGH-PERFORMANC E DAT A MINING WIT H PARALLE L PROCESSIN G 477 ALEX ALVES FREITAS, CEFET-PR DAINF, BRAZIL PRATICA L TEX T MINING 478 RONEN FELDMAN, BAR-ILAN UNIVERSITY INDUSTRIA L APPLICATION S OF DAT A MINING 479 GHOLAMREZA NAKHAEIZADEH, DAIMLER-BENZ, GERMANY AUTHORINDE X 481
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spellingShingle Principles of data mining and knowledge discovery second European symposium, PKDD '98, Nantes, Frances, September 23 - 26, 1998 ; proceedings
Lecture notes in computer science
Acquisition des connaissances (Systèmes experts) - Congrès
Acquisition des connaissances (systèmes experts) - Congrès ram
Bases de données - Gestion - Congrès
Bases de données - Gestion ram
Data Mining - Congrès
Data mining gtt
Exploration de données - Congrès ram
Inteligencia artificial larpcal
Kennissystemen gtt
adaptation inriac
apprentissage machine inriac
extraction donnée inriac
fouille donnée inriac
recherche information inriac
représentation connaissance inriac
théorie découverte inriac
Database management -- Congresses
Data mining -- Congresses
Knowledge acquisition (Expert systems) -- Congresses
Data Mining (DE-588)4428654-5 gnd
Wissensverarbeitung (DE-588)4286963-8 gnd
subject_GND (DE-588)4428654-5
(DE-588)4286963-8
(DE-588)1071861417
title Principles of data mining and knowledge discovery second European symposium, PKDD '98, Nantes, Frances, September 23 - 26, 1998 ; proceedings
title_auth Principles of data mining and knowledge discovery second European symposium, PKDD '98, Nantes, Frances, September 23 - 26, 1998 ; proceedings
title_exact_search Principles of data mining and knowledge discovery second European symposium, PKDD '98, Nantes, Frances, September 23 - 26, 1998 ; proceedings
title_full Principles of data mining and knowledge discovery second European symposium, PKDD '98, Nantes, Frances, September 23 - 26, 1998 ; proceedings Jan M. Żytkow .. (eds.)
title_fullStr Principles of data mining and knowledge discovery second European symposium, PKDD '98, Nantes, Frances, September 23 - 26, 1998 ; proceedings Jan M. Żytkow .. (eds.)
title_full_unstemmed Principles of data mining and knowledge discovery second European symposium, PKDD '98, Nantes, Frances, September 23 - 26, 1998 ; proceedings Jan M. Żytkow .. (eds.)
title_short Principles of data mining and knowledge discovery
title_sort principles of data mining and knowledge discovery second european symposium pkdd 98 nantes frances september 23 26 1998 proceedings
title_sub second European symposium, PKDD '98, Nantes, Frances, September 23 - 26, 1998 ; proceedings
topic Acquisition des connaissances (Systèmes experts) - Congrès
Acquisition des connaissances (systèmes experts) - Congrès ram
Bases de données - Gestion - Congrès
Bases de données - Gestion ram
Data Mining - Congrès
Data mining gtt
Exploration de données - Congrès ram
Inteligencia artificial larpcal
Kennissystemen gtt
adaptation inriac
apprentissage machine inriac
extraction donnée inriac
fouille donnée inriac
recherche information inriac
représentation connaissance inriac
théorie découverte inriac
Database management -- Congresses
Data mining -- Congresses
Knowledge acquisition (Expert systems) -- Congresses
Data Mining (DE-588)4428654-5 gnd
Wissensverarbeitung (DE-588)4286963-8 gnd
topic_facet Acquisition des connaissances (Systèmes experts) - Congrès
Acquisition des connaissances (systèmes experts) - Congrès
Bases de données - Gestion - Congrès
Bases de données - Gestion
Data Mining - Congrès
Data mining
Exploration de données - Congrès
Inteligencia artificial
Kennissystemen
adaptation
apprentissage machine
extraction donnée
fouille donnée
recherche information
représentation connaissance
théorie découverte
Database management -- Congresses
Data mining -- Congresses
Knowledge acquisition (Expert systems) -- Congresses
Data Mining
Wissensverarbeitung
Konferenzschrift 1998 Nantes
url http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008223354&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link (DE-604)BV000000607
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AT pkddnantes principlesofdataminingandknowledgediscoverysecondeuropeansymposiumpkdd98nantesfrancesseptember23261998proceedings