| 2011 | Advances in Data Mining. Applications and Theoretical Aspects - 11th Industrial Conference, ICDM 2011, New York, NY, USA, August 30 - September 3, 2011. Proceedings Petra Perner |
| 2011 | Application of a Unified Medical Data Miner (UMDM) for Prediction, Classification, Interpretation and Visualization on Medical Datasets: The Diabetes Dataset Case. Nawaz Mohamudally, Dost Muhammad Khan |
| 2011 | Applying User Signatures on Fraud Detection in Telecommunications Networks. João Lopes, Orlando Belo, Carlos Vieira |
| 2011 | Characterizing Cell Types through Differentially Expressed Gene Clusters Using a Model-Based Approach. Juliane Perner, Elena Zotenko |
| 2011 | Comparing Classifiers and Metaclassifiers. Elio Lozano, Edgar Acuña |
| 2011 | Experiments with Hybridization and Optimization of the Rules Knowledge Base for Classification of MMPI Profiles. Jerzy Gomula, Wieslaw Paja, Krzysztof Pancerz, Teresa Mroczek, Mariusz Wrzesien |
| 2011 | Exploratory Hierarchical Clustering for Management Zone Delineation in Precision Agriculture. Georg Ruß, Rudolf Kruse |
| 2011 | Fast Data Acquisition in Cost-Sensitive Learning. Victor S. Sheng |
| 2011 | General Sales Forecast Models for Automobile Markets Based on Time Series Analysis and Data Mining Techniques. Marco Hülsmann, Detlef Borscheid, Christoph M. Friedrich, Dirk Reith |
| 2011 | Graph-Based Data Warehousing Using the Core-Facets Model. Dung N. Lam, Alexander Y. Liu, Cheryl E. Martin |
| 2011 | High Classification Rates for Continuous Cow Activity Recognition Using Low-Cost GPS Positioning Sensors and Standard Machine Learning Techniques. Torben Godsk, Mikkel Baun Kjærgaard |
| 2011 | How to Interpret Decision Trees? Petra Perner |
| 2011 | Improvements over Adaptive Local Hyperplane to Achieve Better Classification. Hongmin Cai |
| 2011 | Integrated Use of ICA and ANN to Recognize the Mixture Control Chart Patterns in a Process. Yuehjen E. Shao, Yini Lin, Ya-Chi Chan |
| 2011 | Melanoma Diagnosis and Classification Web Center System: The Non-invasive Diagnosis Support Subsystem. Wieslaw Paja, Mariusz Wrzesien |
| 2011 | Methods in Case-Based Classification in Bioinformatics: Lessons Learned. Isabelle Bichindaritz |
| 2011 | Mining Pixel Evolutions in Satellite Image Time Series for Agricultural Monitoring. Andreea Julea, Nicolas Méger, Christophe Rigotti, Emmanuel Trouvé, Philippe Bolon, Vasile Lazarescu |
| 2011 | One Class Classification for Anomaly Detection: Support Vector Data Description Revisited. Eric J. Pauwels, Onkar Ambekar |
| 2011 | Optimized Fuzzy Decision Tree Data Mining for Engineering Applications. Liam Evans, Niels Lohse |
| 2011 | Prediction of Batch-End Quality for an Industrial Polymerization Process. Geert Gins, Bert Pluymers, Ilse Y. Smets, Jairo Jose Espinosa, Jan F. M. Van Impe |
| 2011 | Prognostic Models Based on Linear Separability. Leon Bobrowski |
| 2011 | Recognition of Porosity in Wood Microscopic Anatomical Images. Shen Pan, Mineichi Kudo |
| 2011 | Robust, Non-Redundant Feature Selection for Yield Analysis in Semiconductor Manufacturing. Éric St.-Pierre, Eugene Tuv |
| 2011 | Towards a Spatial Instance Learning Method for Deep Web Pages. Ermelinda Oro, Massimo Ruffolo |
| 2011 | Unsupervised Classification of Hyperspectral Images on Spherical Manifolds. Dalton D. Lunga, Okan K. Ersoy |