Petra Perner (Ed.):
Advances in Data Mining, Applications in Medicine, Web Mining, Marketing, Image and Signal Mining, 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 14-15, 2006, Proceedings.
Lecture Notes in Computer Science 4065 Springer 2006, ISBN 3-540-36036-0 BibTeX
Data Mining in Medicine
Web Mining and Logfile Analysis
- Florentino Fdez-Riverola, Lourdes Borrajo, Rosalia Laza, Francisco J. Rodríguez, David Martínez:
http Hunting: An IBR Approach to Filtering Dangerous HTTP Traffic.
91-105
Electronic Edition (link) BibTeX
- José Ramon Méndez, Florentino Fdez-Riverola, Fernando Díaz, Eva Lorenzo Iglesias, Juan M. Corchado:
A Comparative Performance Study of Feature Selection Methods for the Anti-spam Filtering Domain.
106-120
Electronic Edition (link) BibTeX
- Nick Geens, Johan Huysmans, Jan Vanthienen:
Evaluation of Web Robot Discovery Techniques: A Benchmarking Study.
121-130
Electronic Edition (link) BibTeX
- Meike Reichle, Petra Perner, Klaus-Dieter Althoff:
Data Preparation of Web Log Files for Marketing Aspects Analyses.
131-145
Electronic Edition (link) BibTeX
- Enza Messina, Daniele Toscani, Francesco Archetti:
UP-DRES User Profiling for a Dynamic REcommendation System.
146-160
Electronic Edition (link) BibTeX
- Cristina Wanzeller, Orlando Belo:
Improving Effectiveness on Clickstream Data Mining.
161-175
Electronic Edition (link) BibTeX
- Bjoern Koester:
Conceptual Knowledge Retrieval with FooCA: Improving Web Search Engine Results with Contexts and Concept Hierarchies.
176-190
Electronic Edition (link) BibTeX
Theoretical Aspects of Data Mining
- Zhang Ji-Fu, Hu Li-Hua, Zhang Su-Lan:
A Pruning Based Incremental Construction Algorithm of Concept Lattice.
191-201
Electronic Edition (link) BibTeX
- Kaoru Shimada, Kotaro Hirasawa, Jinglu Hu:
Association Rule Mining with Chi-Squared Test Using Alternate Genetic Network Programming.
202-216
Electronic Edition (link) BibTeX
- Tomás Horváth, Peter Vojtás:
Ordinal Classification with Monotonicity Constraints.
217-225
Electronic Edition (link) BibTeX
- Gero Szepannek, Claus Weihs:
Local Modelling in Classification on Different Feature Subspaces.
226-238
Electronic Edition (link) BibTeX
- Sylvain Ferrandiz, Marc Boullé:
Supervised Selection of Dynamic Features, with an Application to Telecommunication Data Preparation.
239-249
Electronic Edition (link) BibTeX
- Nils Goerke, Alexandra Scherbart:
Using Multi-SOMs and Multi-Neural-Gas as Neural Classifiers.
250-263
Electronic Edition (link) BibTeX
- Ranadhir Ghosh, Moumita Ghosh, Adil M. Bagirov:
Derivative Free Stochastic Discrete Gradient Method with Adaptive Mutation.
264-278
Electronic Edition (link) BibTeX
Data Mining in Marketing
- Sung-Ju Kim, Dong-Sik Yun, Byung-Soo Chang:
Association Analysis of Customer Services from the Enterprise Customer Management System.
279-283
Electronic Edition (link) BibTeX
- Manuel Mejía-Lavalle, Eduardo F. Morales:
Feature Selection in an Electric Billing Database Considering Attribute Inter-dependencies.
284-296
Electronic Edition (link) BibTeX
- Juan José del Coz, Jorge Díez, Antonio Bahamonde, Carlos Sañudo, Matilde Alfonso, Philippe Berge, Eric Dransfield, Costas Stamataris, Demetrios Zygoyiannis, Tyri Valdimarsdottir, Edi Piasentier, Geoffrey Nute, Alan Fisher:
Learning the Reasons Why Groups of Consumers Prefer Some Food Products.
297-309
Electronic Edition (link) BibTeX
- Anita Prinzie, Dirk Van den Poel:
Exploiting Randomness for Feature Selection in Multinomial Logit: A CRM Cross-Sell Application.
310-323
Electronic Edition (link) BibTeX
- Paola Annoni, Pier Alda Ferrari, Silvia Salini:
Data Mining Analysis on Italian Family Preferences and Expenditures.
324-336
Electronic Edition (link) BibTeX
- Francisco José Berlanga, María José del Jesús, Pedro González, Francisco José Herrera, Mikel Mesonero:
Multiobjective Evolutionary Induction of Subgroup Discovery Fuzzy Rules: A Case Study in Marketing.
337-349
Electronic Edition (link) BibTeX
- Rasha Shaker Abdule-Wahab, Nicolas Monmarché, Mohamed Slimane, Moaid A. Fahdil, Hilal H. Saleh:
A Scatter Search Algorithm for the Automatic Clustering Problem.
350-364
Electronic Edition (link) BibTeX
- Li Xu, Chunping Li:
Multi-objective Parameters Selection for SVM Classification Using NSGA-II.
365-376
Electronic Edition (link) BibTeX
- Agustín Orfila, Javier Carbó, Arturo Ribagorda:
Effectiveness Evaluation of Data Mining Based IDS.
377-388
Electronic Edition (link) BibTeX
Mining Signals and Images
Aspects of Data Mining
- Zhi-jun Xie, Chen Hong, Cuiping Li:
An Efficient Algorithm for Frequent Itemset Mining on Data Streams.
474-491
Electronic Edition (link) BibTeX
- Peter Funk, Ning Xiong:
Discovering Key Sequences in Time Series Data for Pattern Classification.
492-505
Electronic Edition (link) BibTeX
- Geert Gins, Jairo Espinosa, Ilse Y. Smets, Wim Van Brempt, Jan F. M. Van Impe:
Data Alignment Via Dynamic Time Warping as a Prerequisite for Batch-End Quality Prediction.
506-510
Electronic Edition (link) BibTeX
- Tim K. Cocx, Walter A. Kosters:
A Distance Measure for Determining Similarity Between Criminal Investigations.
511-525
Electronic Edition (link) BibTeX
- Pedro Gabriel Ferreira, Ronnie Alves, Orlando Belo, Luís Cortesão:
Establishing Fraud Detection Patterns Based on Signatures.
526-538
Electronic Edition (link) BibTeX
- Klaus-Dieter Althoff, Björn Decker, Alexandre Hanft, Jens Mänz, Régis Newo, Markus Nick, Jörg Rech, Martin Schaaf:
Intelligent Information Systems for Knowledge Work(ers).
539-547
Electronic Edition (link) BibTeX
- Paolo Baldini, Silvia Figini, Paolo Giudici:
Nonparametric Approaches for e-Learning Data.
548-560
Electronic Edition (link) BibTeX
- Joon Hur, Hongchul Lee, Jun-Geol Baek:
An Intelligent Manufacturing Process Diagnosis System Using Hybrid Data Mining.
561-575
Electronic Edition (link) BibTeX
- Horst Bunke, Peter J. Dickinson, Andreas Humm, Christophe Irniger, Miro Kraetzl:
Computer Network Monitoring and Abnormal Event Detection Using Graph Matching and Multidimensional Scaling.
576-590
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:23:51 2009
by Michael Ley (ley@uni-trier.de)
