| 2007 | A Framework for Discovering and Analyzing Changing Customer Segments. Mirko Böttcher, Martin Spott, Detlef D. Nauck |
| 2007 | A Search Space Reduction Methodology for Large Databases: A Case Study. Angel Fernando Kuri Morales, Fátima Rodríguez |
| 2007 | Active Learning Strategies: A Case Study for Detection of Emotions in Speech. Alexis Bondu, Vincent Lemaire, Barbara Poulain |
| 2007 | Advances in Data Mining. Theoretical Aspects and Applications, 7th Industrial Conference, ICDM 2007, Leipzig, Germany, July 14-18, 2007, Proceedings Petra Perner |
| 2007 | An Efficient Algorithm for Instance-Based Learning on Data Streams. Jürgen Beringer, Eyke Hüllermeier |
| 2007 | Case Based Reasoning and the Search for Knowledge. Michael M. Richter |
| 2007 | Clustering by Random Projections. Thierry Urruty, Chabane Djeraba, Dan A. Simovici |
| 2007 | Collaborative Filtering Using Electrical Resistance Network Models. Jérôme Kunegis, Stephan Schmidt |
| 2007 | Combining Traditional and Neural-Based Techniques for Ink Feed Control in a Newspaper Printing Press. Cristofer Englund, Antanas Verikas |
| 2007 | Concepts for Novelty Detection and Handling Based on a Case-Based Reasoning Process Scheme. Petra Perner |
| 2007 | Distributed Generative Data Mining. Ruy Ramos, Rui Camacho |
| 2007 | Efficient Non Linear Time Series Prediction Using Non Linear Signal Analysis and Neural Networks in Chaotic Diode Resonator Circuits. Mike P. Hanias, Dimitrios A. Karras |
| 2007 | Feature Selection Using Ant Colony Optimization (ACO): A New Method and Comparative Study in the Application of Face Recognition System. Hamidreza Rashidy Kanan, Karim Faez, Sayyed Mostafa Taheri |
| 2007 | ISOR-2: A Case-Based Reasoning System to Explain Exceptional Dialysis Patients. Olga Vorobieva, Alexander S. Rumyantsev, Rainer Schmidt |
| 2007 | Improved IR in Cohesion Model for Link Detection System. K. Lakshmi, Saswati Mukherjee |
| 2007 | Improving a State-of-the-Art Named Entity Recognition System Using the World Wide Web. Richárd Farkas, György Szarvas, Róbert Ormándi |
| 2007 | Lightweight Clustering Technique for Distributed Data Mining Applications. Lamine M. Aouad, Nhien-An Le-Khac, M. Tahar Kechadi |
| 2007 | Neural Business Control System. María Lourdes Borrajo Diz, Juan M. Corchado, Emilio S. Corchado Rodríguez, María A. Pellicer |
| 2007 | Outlier Detection with Streaming Dyadic Decomposition. Chetan Gupta, Robert L. Grossman |
| 2007 | Predicting Page Occurrence in a Click-Stream Data: Statistical and Rule-Based Approach. Petr Berka, Martin Labský |
| 2007 | Privacy-Preserving Discovery of Frequent Patterns in Time Series. Josenildo Costa da Silva, Matthias Klusch |
| 2007 | Softening the Margin in Discrete SVM. Carlotta Orsenigo, Carlo Vercellis |
| 2007 | Subsets More Representative Than Random Ones. Ilia Nouretdinov |
| 2007 | The Role of Prototypical Cases in Biomedical Case-Based Reasoning. Isabelle Bichindaritz |
| 2007 | Towards an Online Image-Based Tree Taxonomy. Paul M. de Zeeuw, Elena Ranguelova, Eric J. Pauwels |
| 2007 | Using Disjunctions in Association Mining. Martin Ralbovský, Tomás Kuchar |
| 2007 | VISRED -Numerical Data Mining with Linear and Nonlinear Techniques. António Dourado, Edgar Ferreira, Paulo Barbeiro |
| 2007 | Visual Query and Exploration System for Temporal Relational Database. Shaul Ben Michael, Ronen Feldman |