7. Industrial Conference on Data Mining 2007: Leipzig, Germany

Invited Talk

• Michael M. Richter:
  Case Based Reasoning and the Search for Knowledge. 1-14
  

Aspects of Classification and Prediction

• Ilia Nouretdinov:
  Subsets More Representative Than Random Ones. 15-20
  
• Petra Perner:
  Concepts for Novelty Detection and Handling Based on a Case-Based Reasoning Process Scheme. 21-33
  
• Jürgen Beringer, Eyke Hüllermeier:
  An Efficient Algorithm for Instance-Based Learning on Data Streams. 34-48
  
• Carlotta Orsenigo, Carlo Vercellis:
  Softening the Margin in Discrete SVM. 49-62
  
• Hamidreza Rashidy Kanan, Karim Faez, Sayyed Mostafa Taheri:
  Feature Selection Using Ant Colony Optimization (ACO): A New Method and Comparative Study in the Application of Face Recognition System. 63-76
  
• Chetan Gupta, Robert L. Grossman:
  Outlier Detection with Streaming Dyadic Decomposition. 77-91
  

Clustering

• António Dourado, Edgar Ferreira, Paulo Barbeiro:
  VISRED -Numerical Data Mining with Linear and Nonlinear Techniques. 92-106
  
• Thierry Urruty, Chabane Djeraba, Dan A. Simovici:
  Clustering by Random Projections. 107-119
  
• Lamine M. Aouad, Nhien-An Le-Khac, M. Tahar Kechadi:
  Lightweight Clustering Technique for Distributed Data Mining Applications. 120-134
  

Web Mining

• Petr Berka, Martin Labský:
  Predicting Page Occurrence in a Click-Stream Data: Statistical and Rule-Based Approach. 135-147
  
• K. Lakshmi, Saswati Mukherjee:
  Improved IR in Cohesion Model for Link Detection System. 148-162
  
• Richárd Farkas, György Szarvas, Róbert Ormándi:
  Improving a State-of-the-Art Named Entity Recognition System Using the World Wide Web. 163-172
  

Data Mining in Medicine

• Olga Vorobieva, Alexander Rumyantsev, Rainer Schmidt:
  ISOR-2: A Case-Based Reasoning System to Explain Exceptional Dialysis Patients. 173-183
  
• Isabelle Bichindaritz:
  The Role of Prototypical Cases in Biomedical Case-Based Reasoning. 184-198
  

Applications of Data Mining

• Angel Fernando Kuri Morales, Fátima Rodriguez:
  A Search Space Reduction Methodology for Large Databases: A Case Study. 199-213
  
• Cristofer Englund, Antanas Verikas:
  Combining Traditional and Neural-Based Techniques for Ink Feed Control in a Newspaper Printing Press. 214-227
  
• Alexis Bondu, Vincent Lemaire, Barbara Poulain:
  Active Learning Strategies: A Case Study for Detection of Emotions in Speech. 228-241
  
• María Lourdes Borrajo Diz, Juan M. Corchado, E. S. Corchado, María A. Pellicer:
  Neural Business Control System. 242-254
  
• Mirko Böttcher, Martin Spott, Detlef D. Nauck:
  A Framework for Discovering and Analyzing Changing Customer Segments. 255-268
  
• Jérôme Kunegis, Stephan Schmidt:
  Collaborative Filtering Using Electrical Resistance Network Models. 269-282
  
• Shaul Ben Michael, Ronen Feldman:
  Visual Query and Exploration System for Temporal Relational Database. 283-295
  
• Paul M. de Zeeuw, Elena Ranguelova, Eric J. Pauwels:
  Towards an Online Image-Based Tree Taxonomy. 296-306
  
• Ruy Ramos, Rui Camacho:
  Distributed Generative Data Mining. 307-317
  

Time Series and Frequent Pattern Mining

• Josenildo Costa da Silva, Matthias Klusch:
  Privacy-Preserving Discovery of Frequent Patterns in Time Series. 318-328
  
• M. P. Hanias, D. A. Karras:
  Efficient Non Linear Time Series Prediction Using Non Linear Signal Analysis and Neural Networks in Chaotic Diode Resonator Circuits. 329-338
  

Association Minnig

• Martin Ralbovský, Tomás Kuchar:
  Using Disjunctions in Association Mining. 339-351