Abstract is missing.
- Probabilistic Latent Clustering of Device UsageJean-Marc Andreoli, Guillaume Bouchard. 1-11 [doi]
- Condensed Nearest Neighbor Data Domain DescriptionFabrizio Angiulli. 12-23 [doi]
- Balancing Strategies and Class OverlappingGustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard. 24-35 [doi]
- Modeling Conditional Distributions of Continuous Variables in Bayesian NetworksBarry R. Cobb, Rafael Rumí, Antonio Salmerón. 36-45 [doi]
- Kernel K-Means for Categorical DataJulia Couto. 46-56 [doi]
- Using Genetic Algorithms to Improve Accuracy of Economical Indexes PredictionÓscar Cubo, Víctor Robles, Javier Segovia, Ernestina Menasalvas Ruiz. 57-65 [doi]
- A Distance-Based Method for Preference Information Retrieval in Paired ComparisonsEsther Dopazo, Jacinto González-Pachón, Juan Robles. 66-73 [doi]
- Knowledge Discovery in the Identification of Differentially Expressed Genes in Tumoricidal MacrophageA. Fazel Famili, Ziying Liu, Pedro Carmona-Saez, Alaka Mullick. 74-85 [doi]
- Searching for Meaningful Feature Interactions with Backward-Chaining Rule InductionDouglas H. Fisher, Mary E. Edgerton, Lianhong Tang, Lewis Frey, Zhihua Chen. 86-96 [doi]
- Exploring Hierarchical Rule Systems in Parallel CoordinatesThomas R. Gabriel, A. Simona Pintilie, Michael R. Berthold. 97-108 [doi]
- Bayesian Networks Learning for Gene Expression DatasetsGiacomo Gamberoni, Evelina Lamma, Fabrizio Riguzzi, Sergio Storari, Stefano Volinia. 109-120 [doi]
- Pulse: Mining Customer Opinions from Free TextMichael Gamon, Anthony Aue, Simon Corston-Oliver, Eric K. Ringger. 121-132 [doi]
- Keystroke Analysis of Different Languages: A Case StudyDaniele Gunetti, Claudia Picardi, Giancarlo Ruffo. 133-144 [doi]
- Combining Bayesian Networks with Higher-Order Data RepresentationsElias Gyftodimos, Peter A. Flach. 145-156 [doi]
- Removing Statistical Biases in Unsupervised Sequence LearningYoav Horman, Gal A. Kaminka. 157-167 [doi]
- Learning from Ambiguously Labeled ExamplesEyke Hüllermeier, Jürgen Beringer. 168-179 [doi]
- Learning Label Preferences: Ranking Error Versus Position ErrorEyke Hüllermeier, Johannes Fürnkranz. 180-191 [doi]
- FCLib: A Library for Building Data Analysis and Data Discovery ToolsWendy S. Koegler, W. Philip Kegelmeyer. 192-203 [doi]
- A Knowledge-Based Model for Analyzing GSM Network PerformancePasi Lehtimäki, Kimmo Raivio. 204-215 [doi]
- Sentiment Classification Using Information Extraction TechniqueJian Liu, Jianxin Yao, Gengfeng Wu. 216-227 [doi]
- Extending the SOM Algorithm to Visualize Word RelationshipsManuel Martín-Merino, Alberto Muñoz. 228-238 [doi]
- Towards Automatic and Optimal Filtering Levels for Feature Selection in Text CategorizationElena Montañés, Elías F. Combarro, Irene Díaz, José Ranilla. 239-248 [doi]
- Block Clustering of Contingency Table and Mixture ModelMohamed Nadif, Gérard Govaert. 249-259 [doi]
- Adaptive Classifier Combination for Visual Information Processing Using Data Context-AwarenessMi Young Nam, Phill-Kyu Rhee. 260-271 [doi]
- Self-poised Ensemble LearningRicardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga. 272-282 [doi]
- Discriminative Remote Homology Detection Using Maximal Unique Sequence MatchesHasan Ogul, Ü. Erkan Mumcuoglu. 283-292 [doi]
- From Local Pattern Mining to Relevant Bi-cluster CharacterizationRuggero G. Pensa, Jean-François Boulicaut. 293-304 [doi]
- Machine-Learning with Cellular AutomataPetra Povalej, Peter Kokol, Tatjana Welzer-Druzovec, Bruno Stiglic. 305-315 [doi]
- MDS::polar::: A New Approach for Dimension Reduction to Visualize High Dimensional DataFrank Rehm, Frank Klawonn, Rudolf Kruse. 316-327 [doi]
- Miner Ants Colony: A New Approach to Solve a Mine Planning ProblemMaría-Cristina Riff, Michael Moossen, Xavier Bonnaire. 328-338 [doi]
- Extending the GA-EDA Hybrid Algorithm to Study Diversification and Intensification in GAs and EDAsVíctor Robles, José M. Peña Sánchez, María S. Pérez, Pilar Herrero, Óscar Cubo. 339-350 [doi]
- Spatial Approach to Pose Variations in Face VerificationLicesio J. Rodríguez-Aragón, Ángel Serrano, Cristina Conde, Enrique Cabello. 351-361 [doi]
- Analysis of Feature Rankings for ClassificationRoberto Ruiz, Jesús S. Aguilar-Ruiz, José Cristóbal Riquelme Santos, Norberto Díaz-Díaz. 362-372 [doi]
- A Mixture Model-Based On-line CEM AlgorithmAllou Samé, Gérard Govaert, Christophe Ambroise. 373-384 [doi]
- Reliable Hierarchical Clustering with the Self-organizing MapElena V. Samsonova, Thomas Bäck, Joost N. Kok, Adriaan P. IJzerman. 385-396 [doi]
- Statistical Recognition of Noun Phrases in Unrestricted TextJose Ignacio Serrano, Lourdes Araujo. 397-408 [doi]
- Successive Restrictions Algorithm in Bayesian NetworksLinda Smail, Jean-Pierre Raoult. 409-418 [doi]
- Modelling the Relationship Between Streamflow and Electrical Conductivity in Hollin Creek, Southeastern AustraliaJess Spate. 419-428 [doi]
- Biological Cluster Validity Indices Based on the Gene OntologyNora Speer, Christian Spieth, Andreas Zell. 429-439 [doi]
- An Evaluation of Filter and Wrapper Methods for Feature Selection in Categorical ClusteringLuis Talavera. 440-451 [doi]
- Dealing with Data Corruption in Remote SensingChoh-Man Teng. 452-463 [doi]
- Regularized Least-Squares for Parse RankingEvgeni Tsivtsivadze, Tapio Pahikkala, Sampo Pyysalo, Jorma Boberg, Aleksandr Mylläri, Tapio Salakoski. 464-474 [doi]
- Bayesian Network Classifiers for Time-Series Microarray DataAllan Tucker, Veronica Vinciotti, Peter A. C. t Hoen, Xiaohui Liu. 475-485 [doi]
- Feature Discovery in Classification ProblemsManuel del Valle, Beatriz Sánchez, Luis F. Lago-Fernández, Fernando J. Corbacho. 486-496 [doi]
- A New Hybrid NM Method and Particle Swarm Algorithm for Multimodal Function OptimizationFang Wang, Yuhui Qiu, Yun Bai. 497-508 [doi]
- Detecting Groups of Anomalously Similar Objects in Large Data SetsZhicheng Zhang, David J. Hand. 509-519 [doi]