Abstract is missing.
- Improvements over Adaptive Local Hyperplane to Achieve Better ClassificationHongmin Cai. 1-10 [doi]
- Prognostic Models Based on Linear SeparabilityLeon Bobrowski. 11-24 [doi]
- One Class Classification for Anomaly Detection: Support Vector Data Description RevisitedEric J. Pauwels, Onkar Ambekar. 25-39 [doi]
- How to Interpret Decision Trees?Petra Perner. 40-55 [doi]
- Comparing Classifiers and MetaclassifiersElio Lozano, Edgar Acuña. 56-65 [doi]
- Fast Data Acquisition in Cost-Sensitive LearningVictor S. Sheng. 66-77 [doi]
- Application of a Unified Medical Data Miner (UMDM) for Prediction, Classification, Interpretation and Visualization on Medical Datasets: The Diabetes Dataset CaseNawaz Mohamudally, Dost Muhammad Khan. 78-95 [doi]
- Melanoma Diagnosis and Classification Web Center System: The Non-invasive Diagnosis Support SubsystemWieslaw Paja, Mariusz Wrzesien. 96-105 [doi]
- Characterizing Cell Types through Differentially Expressed Gene Clusters Using a Model-Based ApproachJuliane Perner, Elena Zotenko. 106-120 [doi]
- Experiments with Hybridization and Optimization of the Rules Knowledge Base for Classification of MMPI ProfilesJerzy Gomula, Wieslaw Paja, Krzysztof Pancerz, Teresa Mroczek, Mariusz Wrzesien. 121-133 [doi]
- Unsupervised Classification of Hyperspectral Images on Spherical ManifoldsDalton Lunga, Okan Ersoy. 134-146 [doi]
- Recognition of Porosity in Wood Microscopic Anatomical ImagesShen Pan, Mineichi Kudo. 147-160 [doi]
- Exploratory Hierarchical Clustering for Management Zone Delineation in Precision AgricultureGeorg Ruß, Rudolf Kruse. 161-173 [doi]
- High Classification Rates for Continuous Cow Activity Recognition Using Low-Cost GPS Positioning Sensors and Standard Machine Learning TechniquesTorben Godsk, Mikkel Baun Kjærgaard. 174-188 [doi]
- Mining Pixel Evolutions in Satellite Image Time Series for Agricultural MonitoringAndreea Julea, Nicolas Méger, Christophe Rigotti, Emmanuel Trouvé, Philippe Bolon, Vasile Lazarescu. 189-203 [doi]
- Robust, Non-Redundant Feature Selection for Yield Analysis in Semiconductor ManufacturingÉric St.-Pierre, Eugene Tuv. 204-217 [doi]
- Integrated Use of ICA and ANN to Recognize the Mixture Control Chart Patterns in a ProcessYuehjen E. Shao, Yini Lin, Ya-Chi Chan. 218-227 [doi]
- Optimized Fuzzy Decision Tree Data Mining for Engineering ApplicationsLiam Evans, Niels Lohse. 228-239 [doi]
- Graph-Based Data Warehousing Using the Core-Facets ModelDung N. Lam, Alexander Liu, Cheryl E. Martin. 240-254 [doi]
- General Sales Forecast Models for Automobile Markets Based on Time Series Analysis and Data Mining TechniquesMarco Hülsmann, Detlef Borscheid, Christoph M. Friedrich, Dirk Reith. 255-269 [doi]
- Towards a Spatial Instance Learning Method for Deep Web PagesErmelinda Oro, Massimo Ruffolo. 270-285 [doi]
- Applying User Signatures on Fraud Detection in Telecommunications NetworksJoão Lopes, Orlando Belo, Carlos Vieira. 286-299 [doi]
- Methods in Case-Based Classification in Bioinformatics: Lessons LearnedIsabelle Bichindaritz. 300-313 [doi]
- Prediction of Batch-End Quality for an Industrial Polymerization ProcessGeert Gins, Bert Pluymers, Ilse Y. Smets, Jairo Espinosa, Jan F. M. Van Impe. 314-328 [doi]