Abstract is missing.
- Beyond Occam s Razor: Process-Oriented EvaluationPedro Domingos. 3 [doi]
- The Representation Race - Preprocessing for Handling Time PhenomenaKatharina Morik. 4-19 [doi]
- Short-Term Profiling for a Case-Based ReasoningEsma Aïmeur, Mathieu Vézeau. 23-30 [doi]
- ::::K::::-SVCR. A Multi-class Support Vector MachineCecilio Angulo, Andreu Català. 31-38 [doi]
- Learning Trading Rules with Inductive Logic ProgrammingLiviu Badea. 39-46 [doi]
- Improving Knowledge Discovery Using Domain Knowledge in Unsupervised LearningJavier Béjar. 47-54 [doi]
- Exploiting Classifier Combination for Early Melanoma Diagnosis SupportEnrico Blanzieri, Claudio Eccher, Stefano Forti, Andrea Sboner. 55-62 [doi]
- A Comparison of Ranking Methods for Classification Algorithm SelectionPavel Brazdil, Carlos Soares. 63-74 [doi]
- Hidden Markov Models with Patterns and Their Application to Integrated Circuit TestingLaurent Bréhélin, Olivier Gascuel, Gilles Caraux. 75-87 [doi]
- Comparing Complete and Partial Classification for Identifying Latently Dissatisfied CustomersTom Brijs, Gilbert Swinnen, Koen Vanhoof, Geert Wets. 88-95 [doi]
- Wrapper Generation via Grammar InductionBoris Chidlovskii, Jon Ragetli, Maarten de Rijke. 96-108 [doi]
- Diversity versus Quality in Classification Ensembles Based on Feature SelectionPadraig Cunningham, John Carney. 109-116 [doi]
- Minimax TD-Learning with Neural Nets in a Markov GameFredrik A. Dahl, Ole Martin Halck. 117-128 [doi]
- Boosting Applied toe Word Sense DisambiguationGerard Escudero, Lluís Màrquez, German Rigau. 129-141 [doi]
- A Multiple Model Cost-Sensitive Approach for Intrusion DetectionWei Fan, Wenke Lee, Salvatore J. Stolfo, Matthew Miller. 142-153 [doi]
- Value Miner: A Data Mining Environment for the Calculation of the Customer Lifetime Value with Application to the Automotive IndustryKatja Gelbrich, Reza Nakhaeizadeh. 154-161 [doi]
- Investigation and Reduction of Discretization Variance in Decision Tree InductionPierre Geurts, Louis Wehenkel. 162-170 [doi]
- Asymmetric Co-evolution for Imperfect-Information Zero-Sum GamesOle Martin Halck, Fredrik A. Dahl. 171-182 [doi]
- A Machine Learning Approach to Workflow ManagementJoachim Herbst. 183-194 [doi]
- The Utilization of Context Signals in the Analysis of ABR Potentials by Application of Neural NetworksAndrzej Izworski, Ryszard Tadeusiewicz, Andrzej Paslawski. 195-202 [doi]
- Complexity Approximation Principle and Rissanen s Approach to Real-Valued ParametersYuri Kalnishkan. 203-210 [doi]
- Handling Continuous-Valued Attributes in Decision Tree with Neural Network ModellingDaeEun Kim, Jaeho Lee. 211-219 [doi]
- Learning Context-Free Grammars with a Simplicity BiasPat Langley, Sean Stromsten. 220-228 [doi]
- Partially Supervised Text Classification: Combining Labeled and Unlabeled Documents Using an EM-like SchemeCarsten Lanquillon. 229-237 [doi]
- Toward an Ecplanatory Similarity Measure for Nearest-Neighbor ClassificationMathieu Latourrette. 238-245 [doi]
- Relative Unsupervised Discretization for Regresseion ProblemsMarcus-Christopher Ludl, Gerhard Widmer. 246-253 [doi]
- Metric-Based Inductive Learning Using Semantic Height FunctionsZdravko Markov, Ivo Marinchev. 254-262 [doi]
- Error Analysis of Automatic Speech Recognition Using Principal Direction Divisive PartitioningDavid McKoskey, Daniel Boley. 263-270 [doi]
- A Study on the Performance of Large Bayes ClassifierDimitris Meretakis, Hongjun Lu, Beat Wüthrich. 271-279 [doi]
- Dynamic Discretization of Continuous Values from Time SeriesLlanos Mora López, Inmaculada Fortes Ruiz, Rafael Morales Bueno, Francisco Triguero Ruiz. 280-291 [doi]
- Using a Symbolic Machine Learning Tool to Refine Lexico-syntactic PatternsEmmanuel Morin, Emmanuelle Martienne. 292-299 [doi]
- Measuring Performance when Positives Are Rare: Relative Advantage versus Predictive Accuracy - A Biological Case StudyStephen Muggleton, Christopher H. Bryant, Ashwin Srinivasan. 300-312 [doi]
- Mining TCP/IP Traffic for Network Intrusion Detection by Using a Distributed Genetic AlgorithmFilippo Neri. 313-322 [doi]
- Learning Patterns of Behavior by Observing System EventsMarlon Núñez. 323-330 [doi]
- Dimensionality Reduction through Sub-space Mapping for Nearest Neighbor AlgorithmsTerry R. Payne, Peter Edwards. 331-343 [doi]
- Nonparametric Regularization of Decision TreesTobias Scheffer. 344-356 [doi]
- An Efficient and Effective Procedure for Updating a Competence Model for Case-Based ReasonersBarry Smyth, Elizabeth McKenna. 357-368 [doi]
- Layered LearningPeter Stone, Manuela M. Veloso. 369-381 [doi]
- Problem Decomposition for Behavioural CloningDorian Suc, Ivan Bratko. 382-391 [doi]
- Dynamic Feature Selection in Incremental Hierarchical ClusteringLuis Talavera. 392-403 [doi]
- On the Boosting Pruning ProblemChristino Tamon, Jie Xiang. 404-412 [doi]
- An Empirical Study of MetaCost Using Boosting AlgorithmsKai Ming Ting. 413-425 [doi]
- Clustered Partial Linear RegressionLuís Torgo, Joaquim Pinto da Costa. 426-436 [doi]
- Knowledge Discovery from Very Large Databases Using Frequent Concept LatticesKitsana Waiyamai, Lotfi Lakhal. 437-445 [doi]
- Some Improvements on Event-Sequence Temporal Region MethodsWei Zhang. 446-458 [doi]