4. PKDD 2000:
Lyon,
France
Djamel A. Zighed, Henryk Jan Komorowski, Jan M. Zytkow (Eds.):
Principles of Data Mining and Knowledge Discovery, 4th European Conference, PKDD 2000, Lyon, France, September 13-16, 2000, Proceedings.
Lecture Notes in Computer Science 1910 Springer 2000, ISBN 3-540-41066-X BibTeX
@proceedings{DBLP:conf/pkdd/2000,
editor = {Djamel A. Zighed and
Henryk Jan Komorowski and
Jan M. Zytkow},
title = {Principles of Data Mining and Knowledge Discovery, 4th European
Conference, PKDD 2000, Lyon, France, September 13-16, 2000, Proceedings},
booktitle = {PKDD},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {1910},
year = {2000},
isbn = {3-540-41066-X},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
Session 1A - Towards Broader Foundations
Session 1B - Rules and Trees
Session 2A - Databases and Reward-Based Learning
Session 2B - Classification
Session 3A - Association Rules and Exeptions
Session 3B - Instance-Based Discovery
Session 4A - Clustering and Classification
Session 5A - Time Series
Posters
- Silvia Acid, Luis M. de Campos:
Learning Right Sized Belief Networks by Means of a Hybrid Methodology.
309-315
Electronic Edition (Springer LINK) BibTeX
- Brock Barber, Howard J. Hamilton:
Algorithms for Mining Share Frequent Itemsets Containing Infrequent Subsets.
316-324
Electronic Edition (Springer LINK) BibTeX
- Hilan Bensusan, Christophe G. Giraud-Carrier:
Discovering Task Neighbourhoods Through Landmark Learning Performances.
325-330
Electronic Edition (Springer LINK) BibTeX
- Leon Bobrowski, Marek Kretowski:
Induction of Multivariate Decision Trees by Using Dipolar Criteria.
331-336
Electronic Edition (Springer LINK) BibTeX
- Sam Brewer, Tom Khabaza:
Inductive Logic Programming in Clementine.
337-344
Electronic Edition (Springer LINK) BibTeX
- Deborah R. Carvalho, Alex Alves Freitas:
A Genetic Algorithm-Based Solution for the Problem of Small Disjuncts.
345-352
Electronic Edition (Springer LINK) BibTeX
- Antonio Ciampi, Yves Lechevallier:
Clustering Large, Multi-level Data Sets: An Apporach Based on Kohonen Self Organizing Maps.
353-358
Electronic Edition (Springer LINK) BibTeX
- Antonio Ciampi, Djamel A. Zighed, Jérémy Clech:
Trees and Induction Graphs for Multivariate Response.
359-366
Electronic Edition (Springer LINK) BibTeX
- Richard J. Cole II, Peter W. Eklund, Gerd Stumme:
CEM-Visualisation and Discovery in Email.
367-374
Electronic Edition (Springer LINK) BibTeX
- Chabane Djeraba:
Image Access and Data Mining: An Approach.
375-380
Electronic Edition (Springer LINK) BibTeX
- Nikos Drossos, Athanassios Papagelis, Dimitrios Kalles:
Decision Tree Toolkit: A Component-Based Library of Decision Tree Algorithms.
381-387
Electronic Edition (Springer LINK) BibTeX
- Laurent Dury, Laurence Leherte, Daniel P. Vercauteren:
Determination of Screening Descriptors for Chemical Reaction Databases.
388-394
Electronic Edition (Springer LINK) BibTeX
- A. J. Feelders:
Prior Knowledge in Economic Applications of Data Mining.
395-400
Electronic Edition (Springer LINK) BibTeX
- Pierre Geurts, Louis Wehenkel:
Temporal Machine Learning for Switching Control.
401-408
Electronic Edition (Springer LINK) BibTeX
- David Grosser, Jean Diatta, Noël Conruyt:
Improving Dissimilarity Functions with Domain Knowledge, Applications with IKBS System.
409-415
Electronic Edition (Springer LINK) BibTeX
- Attila Gyenesei:
Mining Weighted Association Rules for Fuzzy Quantitative Items.
416-423
Electronic Edition (Springer LINK) BibTeX
- Eui-Hong Han, George Karypis:
Centroid-Based Document Classification: Analysis and Experimental Results.
424-431
Electronic Edition (Springer LINK) BibTeX
- Robert J. Hilderman, Howard J. Hamilton:
Applying Objective Interestingness Measures in Data Mining Systems.
432-439
Electronic Edition (Springer LINK) BibTeX
- Martin Holena:
Observational Logic Integrates Data Mining Based on Statistics and Neural Networks.
440-445
Electronic Edition (Springer LINK) BibTeX
- Dimitar Hristovski, Saso Dzeroski, Borut Peterlin, Anamarija Rozic-Hristovski:
Supporting Discovery in Medicine by Association Rule Mining of Bibliographic Databases.
446-451
Electronic Edition (Springer LINK) BibTeX
- Hillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Byung-Hoon Park, Shuren Wang:
Collective Principal Component Analysis from Distributed, Heterogeneous Data.
452-457
Electronic Edition (Springer LINK) BibTeX
- Saori Kawasaki, Ngoc Binh Nguyen, Tu Bao Ho:
Hierarchical Document Clustering Based on Tolerance Rough Set Model.
458-463
Electronic Edition (Springer LINK) BibTeX
- Jörg Keller, Valerij Bauer, Wojciech Kwedlo:
Application of Data-Mining and Knowledge Discovery in Automotive Data Engineering.
464-469
Electronic Edition (Springer LINK) BibTeX
- Henryk Jan Komorowski, Torgeir R. Hvidsten, Tor-Kristian Jenssen, Dyre Tjeldvoll, Eivind Hovig, Arne K. Sandvik, Astrid Lægreid:
Towards Knowledge Discovery from cDNA Microarray Gene Expression Data.
470-475
Electronic Edition (Springer LINK) BibTeX
- Marzena Kryszkiewicz:
Mining with Cover and Extension Operators.
476-482
Electronic Edition (Springer LINK) BibTeX
- Pascale Kuntz, Fabrice Guillet, Rémi Lehn, Henri Briand:
A User-Driven Process for Mining Association Rules.
483-489
Electronic Edition (Springer LINK) BibTeX
- Carsten Lanquillon:
Learning from Labeled and Unlabeled Documents: A Comparative Study on Semi-Supervised Text Classification.
490-497
Electronic Edition (Springer LINK) BibTeX
- Pierre-Alain Laur, Florent Masseglia, Pascal Poncelet:
Schema Mining: Finding Structural Regularity among Semistructured Data.
498-503
Electronic Edition (Springer LINK) BibTeX
- Bing Liu, Yiming Ma, Ching Kian Wong:
Improving an Association Rule Based Classifier.
504-509
Electronic Edition (Springer LINK) BibTeX
- Chung-Leung Lui, Korris Fu-Lai Chung:
Discovery of Generalized Association Rules with Multiple Minimum Supports.
510-515
Electronic Edition (Springer LINK) BibTeX
- Adele H. Marshall, Sally I. McClean, Mary Shapcott, Peter H. Millard:
Learning Dynamic Bayesian Belief Networks Using Conditional Phase-Type Distributions.
516-523
Electronic Edition (Springer LINK) BibTeX
- José Francisco Martínez Trinidad, Miriam Velasco-Sánchez, Edgar E. Contreras-Aravelo:
Discovering Differences in Patients with Uveitis Through Typical Testors by Class.
524-529
Electronic Edition (Springer LINK) BibTeX
- Florent Masseglia, Pascal Poncelet, Maguelonne Teisseire:
Web Usage Mining: How to Efficiently Manage New Transactions and New Clients.
530-535
Electronic Edition (Springer LINK) BibTeX
- Frédéric Moal, Teddy Turmeaux, Christel Vrain:
Mining Relational Databases.
536-541
Electronic Edition (Springer LINK) BibTeX
- Maybin K. Muyeba, John A. Keane:
Interestingness in Attribute-Oriented Induction (AOI): Multiple-Level Rule Generation.
542-549
Electronic Edition (Springer LINK) BibTeX
- Takashi Okada, Mayumi Oyama:
Discovery of Characteristic subgraph Patterns Using Relative Indexing and the Cascade Model.
550-557
Electronic Edition (Springer LINK) BibTeX
- Gerhard Paass, Jörg Kindermann:
Transparency and Predicive Power: Explaining Complex Classification Models.
558-565
Electronic Edition (Springer LINK) BibTeX
- Srinivasan Parthasarathy, Mitsunori Ogihara:
Clustering Distributed Homogeneous Datasets.
566-574
Electronic Edition (Springer LINK) BibTeX
- Petra Perner, Chidanand Apté:
Empirical Evaluation of Feature Subset Selection Based on a Real-World Data Set.
575-580
Electronic Edition (Springer LINK) BibTeX
- Gérard Ramstein, Pascal Bunelle, Yannick Jacques:
Discovery of Ambiguous Patterns in Sequences: Application to Bioinformatics.
581-586
Electronic Edition (Springer LINK) BibTeX
- Zbigniew W. Ras, Alicja Wieczorkowska:
Action-Rules: How to Increase Profit of a Company.
587-592
Electronic Edition (Springer LINK) BibTeX
- Gilbert Ritschard, Nicolas Nicoloyannis:
Aggregation and Association in Cross Tables.
593-598
Electronic Edition (Springer LINK) BibTeX
- Céline Robardet, Fabien Feschet, Nicolas Nicoloyannis:
An Experimental Study of Partition Quality Indices in Clustering.
599-604
Electronic Edition (Springer LINK) BibTeX
- Fabrice Rossi, Frédérick Vautrain:
Expert Constrained Clustering: A Symbolic Approach.
605-612
Electronic Edition (Springer LINK) BibTeX
- Ansaf Salleb, Christel Vrain:
An Application of Association Rules Discovery to Geographic Information Systems.
613-618
Electronic Edition (Springer LINK) BibTeX
- Dan A. Simovici, Dana Cristofor, Laurentiu Cristofor:
Generalized Entropy and Projection Clustering of Categorical Data.
619-625
Electronic Edition (Springer LINK) BibTeX
- Vojtech Svátek, Martin Kavalec:
Supporting Case Acquisition and Labelling in the Cotext of Web Mining.
626-631
Electronic Edition (Springer LINK) BibTeX
- Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava:
Indirect Association: Mining Higher Order Dependencies in Data.
632-637
Electronic Edition (Springer LINK) BibTeX
- Tudor Teusan, Gilles Nachouki, Henri Briand, Jacques Philippe:
Discovering Association Rules in Large, Dense Databases.
638-645
Electronic Edition (Springer LINK) BibTeX
- Peter Tselios, Agapios Platis, George A. Vouros:
Providing Advice to Website Designers Towards Effective Websites Re-Organization.
646-651
Electronic Edition (Springer LINK) BibTeX
- Shusaku Tsumoto:
Clinical Knowledge Discovery in Hospital Information Systems: Two Case Studies.
652-656
Electronic Edition (Springer LINK) BibTeX
- Stijn Viaene, Bart Baesens, Tony Van Gestel, Johan A. K. Suykens, Dirk Van den Poel, Jan Vanthienen, Bart De Moor, Guido Dedene:
Knowledge Discovery Using Least Squares Support Vector Machine Classifiers: A Direct Marketing Case.
657-664
Electronic Edition (Springer LINK) BibTeX
- Sholom M. Weiss, Brian F. White, Chidanand Apté:
Leightweight Document Clustering.
665-672
Electronic Edition (Springer LINK) BibTeX
- Hsin-Chang Yang, Chung-Hong Lee:
Automatic Category Structure Generation and Categorization of Chinese Text Documents.
673-678
Electronic Edition (Springer LINK) BibTeX
- Show-Jane Yen:
Mining Generalized Multiple-Level Association Rules.
679-684
Electronic Edition (Springer LINK) BibTeX
- Show-Jane Yen, Chung-Wen Cho:
An Efficient Approach to Discovering Sequential Patterns in Large Databases.
685-690
Electronic Edition (Springer LINK) BibTeX
- Ning Zhong, Juzhen Dong, Setsuo Ohsuga:
Using Background Knowledge as a Bias to Control the Rule Discovery Process.
691-698
Electronic Edition (Springer LINK) BibTeX
Copyright © Sat May 16 23:33:27 2009
by Michael Ley (ley@uni-trier.de)