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6. IDA 2005: Madrid, Spain
- A. Fazel Famili, Joost N. Kok, José María Peña Sánchez, Arno Siebes, A. J. Feelders:
Advances in Intelligent Data Analysis VI, 6th International Symposium on Intelligent Data Analysis, IDA 2005, Madrid, Spain, September 8-10, 2005, Proceedings. Lecture Notes in Computer Science 3646, Springer 2005, ISBN 3-540-28795-7 - Jean-Marc Andreoli, Guillaume Bouchard:
Probabilistic Latent Clustering of Device Usage. 1-11 - Fabrizio Angiulli:
Condensed Nearest Neighbor Data Domain Description. 12-23 - Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard:
Balancing Strategies and Class Overlapping. 24-35 - Barry R. Cobb, Rafael Rumí, Antonio Salmerón:
Modeling Conditional Distributions of Continuous Variables in Bayesian Networks. 36-45 - Julia Couto:
Kernel K-Means for Categorical Data. 46-56 - Óscar Cubo
, Víctor Robles, Javier Segovia
Using Genetic Algorithms to Improve Accuracy of Economical Indexes Prediction. 57-65 - Esther Dopazo, Jacinto González-Pachón, Juan Robles:
A Distance-Based Method for Preference Information Retrieval in Paired Comparisons. 66-73 - A. Fazel Famili, Ziying Liu, Pedro Carmona-Saez
Knowledge Discovery in the Identification of Differentially Expressed Genes in Tumoricidal Macrophage. 74-85 - Douglas H. Fisher, Mary E. Edgerton, Lianhong Tang, Lewis J. Frey, Zhihua Chen:
Searching for Meaningful Feature Interactions with Backward-Chaining Rule Induction. 86-96 - Thomas R. Gabriel, A. Simona Pintilie, Michael R. Berthold:
Exploring Hierarchical Rule Systems in Parallel Coordinates. 97-108 - Giacomo Gamberoni, Evelina Lamma, Fabrizio Riguzzi, Sergio Storari, Stefano Volinia:
Bayesian Networks Learning for Gene Expression Datasets. 109-120 - Michael Gamon, Anthony Aue, Simon Corston-Oliver, Eric K. Ringger:
Pulse: Mining Customer Opinions from Free Text. 121-132 - Daniele Gunetti, Claudia Picardi, Giancarlo Ruffo:
Keystroke Analysis of Different Languages: A Case Study. 133-144 - Elias Gyftodimos, Peter A. Flach
Combining Bayesian Networks with Higher-Order Data Representations. 145-156 - Yoav Horman, Gal A. Kaminka:
Removing Statistical Biases in Unsupervised Sequence Learning. 157-167 - Eyke Hüllermeier, Jürgen Beringer:
Learning from Ambiguously Labeled Examples. 168-179 - Eyke Hüllermeier, Johannes Fürnkranz:
Learning Label Preferences: Ranking Error Versus Position Error. 180-191 - Wendy S. Koegler, W. Philip Kegelmeyer:
FCLib: A Library for Building Data Analysis and Data Discovery Tools. 192-203 - Pasi Lehtimäki, Kimmo Raivio:
A Knowledge-Based Model for Analyzing GSM Network Performance. 204-215 - Jian Liu, Jianxin Yao, Gengfeng Wu:
Sentiment Classification Using Information Extraction Technique. 216-227 - Manuel Martín-Merino, Alberto Muñoz:
Extending the SOM Algorithm to Visualize Word Relationships. 228-238 - Elena Montañés, Elías F. Combarro, Irene Díaz
Towards Automatic and Optimal Filtering Levels for Feature Selection in Text Categorization. 239-248 - Mohamed Nadif, Gérard Govaert:
Block Clustering of Contingency Table and Mixture Model. 249-259 - Mi Young Nam, Phill-Kyu Rhee:
Adaptive Classifier Combination for Visual Information Processing Using Data Context-Awareness. 260-271 - Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga:
Self-poised Ensemble Learning. 272-282 - Hasan Ogul, Ü. Erkan Mumcuoglu:
Discriminative Remote Homology Detection Using Maximal Unique Sequence Matches. 283-292 - Ruggero G. Pensa
From Local Pattern Mining to Relevant Bi-cluster Characterization. 293-304 - Petra Povalej, Peter Kokol
Machine-Learning with Cellular Automata. 305-315 - Frank Rehm, Frank Klawonn, Rudolf Kruse:
MDSpolar: A New Approach for Dimension Reduction to Visualize High Dimensional Data. 316-327 - María Cristina Riff, Michael Moossen, Xavier Bonnaire:
Miner Ants Colony: A New Approach to Solve a Mine Planning Problem. 328-338 - Víctor Robles, José M. Peña, María S. Pérez, Pilar Herrero, Óscar Cubo
Extending the GA-EDA Hybrid Algorithm to Study Diversification and Intensification in GAs and EDAs. 339-350 - Licesio J. Rodríguez-Aragón, Ángel Serrano, Cristina Conde, Enrique Cabello
Spatial Approach to Pose Variations in Face Verification. 351-361 - Roberto Ruiz
Analysis of Feature Rankings for Classification. 362-372 - Allou Samé, Gérard Govaert, Christophe Ambroise:
A Mixture Model-Based On-line CEM Algorithm. 373-384 - Elena V. Samsonova, Thomas Bäck
Reliable Hierarchical Clustering with the Self-organizing Map. 385-396 - Jose Ignacio Serrano
Statistical Recognition of Noun Phrases in Unrestricted Text. 397-408 - Linda Smail
Successive Restrictions Algorithm in Bayesian Networks. 409-418 - Jess Spate:
Modelling the Relationship Between Streamflow and Electrical Conductivity in Hollin Creek, Southeastern Australia. 419-428 - Nora Speer, Christian Spieth, Andreas Zell:
Biological Cluster Validity Indices Based on the Gene Ontology. 429-439 - Luis Talavera
An Evaluation of Filter and Wrapper Methods for Feature Selection in Categorical Clustering. 440-451 - Choh Man Teng:
Dealing with Data Corruption in Remote Sensing. 452-463 - Evgeni Tsivtsivadze, Tapio Pahikkala
Regularized Least-Squares for Parse Ranking. 464-474 - Allan Tucker, Veronica Vinciotti
Bayesian Network Classifiers for Time-Series Microarray Data. 475-485 - Manuel del Valle, Beatriz Sánchez, Luis Fernando Lago-Fernández, Fernando J. Corbacho:
Feature Discovery in Classification Problems. 486-496 - Fang Wang, Yuhui Qiu, Yun Bai:
A New Hybrid NM Method and Particle Swarm Algorithm for Multimodal Function Optimization. 497-508 - Zhicheng Zhang, David J. Hand:
Detecting Groups of Anomalously Similar Objects in Large Data Sets. 509-519
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