Abstract is missing.
- From Theoretical Learnability to Statistical Measures of the LearnableMarc Sebban, Gilles Richard. 3-14 [doi]
- ALM: A Methodology for Designing Accurate Linguistic Models for Intelligent Data AnalysisOscar Cordón, Francisco Herrera. 15-26 [doi]
- A Top-Down and Prune Induction Scheme for Constrained Decision CommitteesRichard Nock, Pascal Jappy. 27-38 [doi]
- Mining Clusters with Association RulesWalter A. Kosters, Elena Marchiori, Ard A. J. Oerlemans. 39-50 [doi]
- Evolutionary Computation to Search for Strongly Correlated Variables in High-Dimensional Time-SeriesStephen Swift, Allan Tucker, Xiaohui Liu. 51-62 [doi]
- The Biases of Decision Tree Pruning StrategiesTapio Elomaa. 63-74 [doi]
- Feature Selection as Retrospective Pruning in Hierarchical ClusteringLuis Talavera. 75-86 [doi]
- Discriminative Power of Input Features in a Fuzzy ModelRosaria Silipo, Michael R. Berthold. 87-98 [doi]
- Learning Elements of Representations for Redescribing Robot ExperiencesLaura Firoiu, Paul R. Cohen. 99-110 [doi]
- Seeing Objects in Spatial DatasetsXingang Huang, Feng Zhao. 111-122 [doi]
- Intelligent Monitoring Method Using Time Varying Binomial Distribution Models for Pseudo-Periodic Communication TrafficKazunori Matsumoto, Kazuo Hashimoto. 123-136 [doi]
- Monitoring Human Information Processing via Intelligent Data Analysis of EEG RecordingsArthur Flexer, Herbert Bauer. 137-148 [doi]
- Knowledge-Based Visualization to Support Spatial Data MiningGennady L. Andrienko, Natalia V. Andrienko. 149-160 [doi]
- Probabilistic Topic Maps: Navigating through Large Text CollectionsThomas Hofmann. 161-172 [doi]
- 3D Grand Tour for Multidimensional Data and ClustersLi Yang. 173-186 [doi]
- A Decision Tree Algorithm for Ordinal ClassificationRob Potharst, Jan C. Bioch. 187-198 [doi]
- Discovering Dynamics Using Bayesian ClusteringPaola Sebastiani, Marco Ramoni, Paul R. Cohen, John Warwick, James Davis. 199-210 [doi]
- Integrating Declarative Knowledge in Hierarchical Clustering TasksLuis Talavera, Javier Béjar. 211-222 [doi]
- Nonparametric Linear Discriminant Analysis by Recursive Optimization with Random InitializationMayer Aladjem. 223-234 [doi]
- Supervised Classification Problems: How to Be Both Judge and JuryMark G. Kelly, David J. Hand, Niall M. Adams. 235-244 [doi]
- Temporal Pattern Generation Using Hidden Markov Model Based Unsupervised ClassificationCen Li, Gautam Biswas. 245-256 [doi]
- Exploiting Similarity for Supporting Data Analysis and Problem SolvingEyke Hüllermeier. 257-268 [doi]
- Multiple Prototype Model for Fuzzy ClusteringSusana Nascimento, Boris Mirkin, Fernando Moura-Pires. 269-280 [doi]
- A Comparison of Genetic Programming Variants for Data ClassificationJeroen Eggermont, A. E. Eiben, Jano I. van Hemert. 281-290 [doi]
- Fuzzy Clustering Based on Modified Distance MeasuresFrank Klawonn, Annette Keller. 291-302 [doi]
- Building Classes in Object-Based Languages by Automatic ClusteringPetko Valtchev. 303-316 [doi]
- Adjusted Estimation for the Combination of ClassifiersBart J. A. Mertens, David J. Hand. 317-330 [doi]
- Data-Driven Theory Refinement Using ::::KBDistAl::::Jihoon Yang, Rajesh Parekh, Vasant Honavar, Drena Dobbs. 331-342 [doi]
- Reasoning about Input-Output Modeling of Dynamical SystemsMatthew Easley, Elizabeth Bradley. 343-356 [doi]
- Undoing Statistical AdviceRussell Almond. 357-368 [doi]
- A Method for Temporal Knowledge ConversionGabriela Guimarães, Alfred Ultsch. 369-382 [doi]
- Intrusion Detection through Behavioral DataDaniele Gunetti, Giancarlo Ruffo. 383-394 [doi]
- Bayesian Neural Network Learning for Prediction in the Australian Dairy IndustryPaula E. Macrossan, Hussein A. Abbass, Kerrie L. Mengersen, Michael Towsey, Gerard D. Finn. 395-406 [doi]
- Exploiting Sample-Data Distributions to Reduce the Cost of Nearest-Neighbor Searches with Kd-TreesDouglas A. Talbert, Douglas H. Fisher. 407-414 [doi]
- Pump Failure Detection Using Support Vector Data DescriptionsDavid M. J. Tax, Alexander Ypma, Robert P. W. Duin. 415-426 [doi]
- Data Mining for the Detection of Turning Points in Financial Time SeriesThorsten Poddig, Claus Huber. 427-436 [doi]
- Computer-Assisted Classification of Legal AbstractsBokyung Yang-Stephens, M. Charles Swope, Jeffrey Locke, Isabelle Moulinier. 437-448 [doi]
- Sequential Control Logic Inferring Method from Observed Plant I/O DataYoshitomo Ikkai, Kazuhisa Ikeda, Norihisa Komoda, Akira Yamane, Isao Tone. 449-460 [doi]
- Evaluating an Eye Screening TestGongxian Cheng, Kwawen Cho, Xiaohui Liu, George Loizou, John Xingwang Wu. 461-472 [doi]
- Application of Rough Sets Algorithms to Prediction of Aircraft Component FailureJosé Manuel Peña, Sylvain Létourneau, Fazel Famili. 473-486 [doi]
- Exploiting Structural Information for Text Classification on the WWWJohannes Fürnkranz. 487-498 [doi]
- Multi-agent Web Information Retrieval: Neural Network Based ApproachYong S. Choi, Suk I. Yoo. 499-512 [doi]
- Adaptive Information Filtering AlgorithmsDaniel R. Tauritz, Ida G. Sprinkhuizen-Kuyper. 513-524 [doi]
- A Conceptual Graph Approach for Video Data Representation and RetrievalNastaran Fatemi, Philippe Mulhem. 525 [doi]