Principles of data mining and knowledge discovery: 6th European conference, PKDD 2002, Helsinki, Finland, August 19 - 23, 2002 ; proceedings
Saved in:
| Format: | Conference Proceeding Book |
|---|---|
| Language: | English |
| Published: |
Berlin ; Heidelberg ; New York ; Barcelona ; Hong Kong ; London
Springer
2002
|
| Series: | Lecture notes in computer science
2431 : Lecture notes in artificial intelligence |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturangaben |
| Physical Description: | XIV, 514 S. graph. Darst. |
| ISBN: | 3540440372 |
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TAPIO ELOMAA HEIKKI MANNILA
HANNU
TOIVONEN (EDS.)
PRINCIPLES
OF
DATA
MINING
AND
KNOWLEDGE
DISCOVERY
6TH EUROPEAN CONFERENCE, PKDD 2002
HELSINKI,
FINLAND, AUGUST
19-23,
2002
PROCEEDINGS
SPRINGER
TABLE OF CONTENTS
CONTRIBUTED PAPERS
OPTIMIZED SUBSTRUCTURE DISCOVERY FOR SEMI-STRUCTURED DATA 1
KENJI
ABE, SHINJI
KAWASOE,
TATSUYA ASAI, HIROKI ARIMURA,
AND
SETSUO ARIKAWA
FAST OUTLIER DETECTION IN HIGH DIMENSIONAL SPACES 15
FABRIZIO
ANGIULLI AND
CLARA
PIZZUTI
DATA MINING IN SCHIZOPHRENIA RESEARCH - PRELIMINARY ANALYSIS 27
STEFAN
ARNBORG,
INGRID AGARTZ, HDKAN
HALL,
ERIK JONSSON, ANNA SILLEN,
AND
GORAN
SEDVALL
FAST ALGORITHMS FOR MINING EMERGING PATTERNS 39
JAMES BAILEY, THOMAS MANOUKIAN, AND KOTAGIRI RAMAMOHANARAO
ON THE DISCOVERY OF WEAK PERIODICITIES IN LARGE TIME SERIES 51
CHRISTOS
BERBERIDIS, IOANNIS VLAHAVAS, WALID G.
AREF,
MIKHAIL ATALLAH,
AND
AHMED K. ELMAGARMID
THE NEED FOR LOW BIAS ALGORITHMS IN CLASSIFICATION LEARNING
FROM
LARGE DATA SETS 62
DAMIEN BRAIN AND
GEOFFREY
I. WEBB
MINING ALL NON-DERIVABLE FREQUENT ITEMSETS 74
TOON
CALDERS
AND BART
GOETHALS
ITERATIVE DATA SQUASHING FOR BOOSTING BASED
ON
A DISTRIBUTION-SENSITIVE DISTANCE .^86
YUTA CHOKI AND EINOSHIN SUZUKI
FINDING ASSOCIATION RULES WITH SOME VERY FREQUENT ATTRIBUTES 99
FRANS
COENEN AND PAUL LENG
UNSUPERVISED LEARNING: SELF-AGGREGATION
IN
SCALED PRINCIPAL COMPONENT SPACE
112
CHRIS
DING, XIAOFENG HE, HONGYUAN ZHA, AND HORST SIMON
A CLASSIFICATION APPROACH FOR PREDICTION
OF
TARGET EVENTS IN TEMPORAL SEQUENCES 125
CARLOTTA
DOMENICONI, CHANG-SHING
PERNG, RICARDO VILALTA,
AND
SHENG MA
PRIVACY-ORIENTED DATA MINING BY PROOF CHECKING 138
A MY FELTY AND STAN MATWIN
XII TABLE OF CONTENTS
CHOOSE YOUR WORDS CAREFULLY: AN EMPIRICAL STUDY
OF
FEATURE SELECTION METRICS FOR TEXT CLASSIFICATION 150
GEORGE
FORMAN
GENERATING ACTIONABLE KNOWLEDGE
BY
EXPERT-GUIDED SUBGROUP DISCOVERY 163
DRAGAN
GAMBERGER
AND NADA
LAVRAC
CLUSTERING TRANSACTIONAL DATA 175
FOSCA
GIANNOTTI, CRISTIAN GOZZI, AND
GIUSEPPE
MANCO
MULTISCALE COMPARISON OF TEMPORAL PATTERNS
IN
TIME-SERIES MEDICAL DATABASES 188
SHOJI
HIRANO
AND SHUSAKU TSUMOTO
ASSOCIATION RULES FOR EXPRESSING GRADUAL DEPENDENCIES 200
EYKE
HULLERMEIER
SUPPORT APPROXIMATIONS USING BONFERRONI-TYPE INEQUALITIES 212
SZYMON JAROSZEWICZ
AND DAN A. SIMOVICI
USING CONDENSED REPRESENTATIONS
FOR
INTERACTIVE ASSOCIATION RULE MINING 225
BAPTISTE JEUDY AND
JEAN-FRANGOIS
BOULICAUT
PREDICTING RARE CLASSES: COMPARING TWO-PHASE RULE INDUCTION
TO
COST-SENSITIVE BOOSTING 237
MAHESH V. JOSHI, RAMESH C. AGARWAL, AND VIPIN KUMAR
DEPENDENCY DETECTION IN MOBIMINE AND RANDOM MATRICES 250
HILLOL KARGUPTA,
KRISHNAMOORTHY SIVAKUMAR, AND SAMIRAN GHOSH
LONG-TERM LEARNING FOR WEB SEARCH ENGINES 263
CHARLES
KEMP AND KOTAGIRI RAMAMOHANARAO
SPATIAL SUBGROUP MINING INTEGRATED
IN
AN OBJECT-RELATIONAL SPATIAL DATABASE 275
WILLI KLOSGEN AND
MICHAEL
MAY
INVOLVING AGGREGATE FUNCTIONS IN MULTI-RELATIONAL SEARCH 287
ARNO
J.
KNOBBE,
ARNO SIEBES, AND BART MARSEILLE
INFORMATION EXTRACTION IN STRUCTURED DOCUMENTS
USING
TREE AUTOMATA INDUCTION 299
RAYMOND
KOSALA,
JAN VAN DEN BUSSCHE, MAURICE BRUYNOOGHE,
AND
HENDRIK
BLOCKEEL
ALGEBRAIC TECHNIQUES FOR ANALYSIS OF LARGE DISCRETE-VALUED DATASETS 311
MEHMET
KOYUTURK, ANANTH GRAMA, AND NAREN RAMAKRISHNAN
GEOGRAPHY OF DIFFERENCES BETWEEN TWO CLASSES OF DATA 325
JINYAN
LI AND LIMSOON WONG
TABLE OF CONTENTS XIII
RULE INDUCTION FOR CLASSIFICATION OF GENE EXPRESSION ARRAY DATA 338
PER
LIDEN, LARS ASKER, AND HENRIK BOSTROM
CLUSTERING ONTOLOGY-BASED METADATA IN THE SEMANTIC WEB 348
ALEXANDER MAEDCHE
AND VALENTIN ZACHARIAS
ITERATIVELY SELECTING FEATURE SUBSETS FOR MINING
FROM
HIGH-DIMENSIONAL DATABASES 361
HIROSHI MAMITSUKA
SVM CLASSIFICATION USING SEQUENCES OF PHONEMES AND SYLLABLES 373
GERHARD PAAFI,
EDDA
LEOPOLD,
MARTHA LARSON, JORG KINDERMANN,
AND
STEFAN EICKELER
A NOVEL WEB TEXT MINING METHOD
USING
THE DISCRETE COSINE TRANSFORM 385
LAURENCE
A.F.
PARK,
MARIMUTHU PALANISWAMI,
AND
KOTAGIRI RAMAMOHANARAO
A SCALABLE CONSTANT-MEMORY SAMPLING ALGORITHM
FOR
PATTERN DISCOVERY IN LARGE DATABASES 397
TOBIAS
SCHEFFER AND STEFAN WROBEL
ANSWERING THE MOST CORRELATED
N
ASSOCIATION RULES EFFICIENTLY 410
JUN
SESE AND SHINICHI MORISHITA
MINING HIERARCHICAL DECISION RULES FROM CLINICAL DATABASES
USING
ROUGH SETS AND MEDICAL DIAGNOSTIC MODEL 423
SHUSAKU TSUMOTO
EFFICIENTLY MINING APPROXIMATE MODELS OF ASSOCIATIONS
IN
EVOLVING DATABASES 435
ADRIANO
VELOSO,
BRUNO GUSMAO,
WAGNER
MEIRA JR., MARCIO CARVALHO,
SRINI PARTHASARATHY,
AND MOHAMMED ZAKI
EXPLAINING PREDICTIONS FROM A NEURAL NETWORK ENSEMBLE ONE
AT
A TIME \449
ROBERT WALL, PDDRAIG CUNNINGHAM, AND PAUL WALSH
STRUCTURING DOMAIN-SPECIFIC TEXT ARCHIVES
BY
DERIVING A PROBABILISTIC XML DTD 461
KARSTEN WINKLER AND MYRA
SPILIOPOULOU
SEPARABILITY INDEX IN SUPERVISED LEARNING 475
DJAMEL A.
ZIGHED,
STEPHANE LALLICH, AND
FABRICE MUHLENBACH
INVITED PAPERS
FINDING HIDDEN FACTORS USING INDEPENDENT COMPONENT ANALYSIS 488
ERKKI
OJA
XIV TABLE OF CONTENTS
REASONING WITH CLASSIFIERS 489
DAN ROTH
A KERNEL APPROACH FOR LEARNING FROM ALMOST ORTHOGONAL PATTERNS 494
BERNHARD
SCHOLKOPF,
JASON WESTON,
ELEAZAR
ESKIN, CHRISTINA LESLIE,
AND
WILLIAM STAFFORD
NOBLE
LEARNING WITH MIXTURE MODELS: CONCEPTS AND APPLICATIONS 512
PADHRAIC
SMYTH
AUTHOR INDEX
513 |
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| spelling | Principles of data mining and knowledge discovery 6th European conference, PKDD 2002, Helsinki, Finland, August 19 - 23, 2002 ; proceedings Tapio Elomaa ... (ed.) Berlin ; Heidelberg ; New York ; Barcelona ; Hong Kong ; London Springer 2002 XIV, 514 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 2431 : Lecture notes in artificial intelligence Literaturangaben Bases de données - Interrogation - Congrès Data Mining - Congrès Data mining Congresses Database searching Congresses Data Mining (DE-588)4428654-5 gnd rswk-swf Wissensextraktion (DE-588)4546354-2 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2002 Helsinki gnd-content Wissensextraktion (DE-588)4546354-2 s DE-604 Data Mining (DE-588)4428654-5 s Elomaa, Tapio 1963- Sonstige (DE-588)123914701 oth PKDD 6 2002 Helsinki Sonstige (DE-588)16029968-8 oth Lecture notes in computer science 2431 : Lecture notes in artificial intelligence (DE-604)BV000000607 2431 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009916150&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Principles of data mining and knowledge discovery 6th European conference, PKDD 2002, Helsinki, Finland, August 19 - 23, 2002 ; proceedings Lecture notes in computer science Bases de données - Interrogation - Congrès Data Mining - Congrès Data mining Congresses Database searching Congresses Data Mining (DE-588)4428654-5 gnd Wissensextraktion (DE-588)4546354-2 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4546354-2 (DE-588)1071861417 |
| title | Principles of data mining and knowledge discovery 6th European conference, PKDD 2002, Helsinki, Finland, August 19 - 23, 2002 ; proceedings |
| title_auth | Principles of data mining and knowledge discovery 6th European conference, PKDD 2002, Helsinki, Finland, August 19 - 23, 2002 ; proceedings |
| title_exact_search | Principles of data mining and knowledge discovery 6th European conference, PKDD 2002, Helsinki, Finland, August 19 - 23, 2002 ; proceedings |
| title_full | Principles of data mining and knowledge discovery 6th European conference, PKDD 2002, Helsinki, Finland, August 19 - 23, 2002 ; proceedings Tapio Elomaa ... (ed.) |
| title_fullStr | Principles of data mining and knowledge discovery 6th European conference, PKDD 2002, Helsinki, Finland, August 19 - 23, 2002 ; proceedings Tapio Elomaa ... (ed.) |
| title_full_unstemmed | Principles of data mining and knowledge discovery 6th European conference, PKDD 2002, Helsinki, Finland, August 19 - 23, 2002 ; proceedings Tapio Elomaa ... (ed.) |
| title_short | Principles of data mining and knowledge discovery |
| title_sort | principles of data mining and knowledge discovery 6th european conference pkdd 2002 helsinki finland august 19 23 2002 proceedings |
| title_sub | 6th European conference, PKDD 2002, Helsinki, Finland, August 19 - 23, 2002 ; proceedings |
| topic | Bases de données - Interrogation - Congrès Data Mining - Congrès Data mining Congresses Database searching Congresses Data Mining (DE-588)4428654-5 gnd Wissensextraktion (DE-588)4546354-2 gnd |
| topic_facet | Bases de données - Interrogation - Congrès Data Mining - Congrès Data mining Congresses Database searching Congresses Data Mining Wissensextraktion Konferenzschrift 2002 Helsinki |
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