6. IDA 2005: Madrid, Spain

• 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, Ernestina Menasalvas Ruiz:
  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, Alaka Mullick:
  Knowledge Discovery in the Identification of Differentially Expressed Genes in Tumoricidal Macrophage. 74-85
  
• Douglas H. Fisher, Mary E. Edgerton, Lianhong Tang, Lewis 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, José Ranilla:
  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, Jean-François Boulicaut:
  From Local Pattern Mining to Relevant Bi-cluster Characterization. 293-304
  
• Petra Povalej, Peter Kokol, Tatjana Welzer-Druzovec, Bruno Stiglic:
  Machine-Learning with Cellular Automata. 305-315
  
• Frank Rehm, Frank Klawonn, Rudolf Kruse:
  MDS_polar: 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 Sánchez, 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, Jesús S. Aguilar-Ruiz, José Cristóbal Riquelme Santos, Norberto Díaz-Díaz:
  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, Joost N. Kok, Adriaan P. IJzerman:
  Reliable Hierarchical Clustering with the Self-organizing Map. 385-396
  
• Jose Ignacio Serrano, Lourdes Araujo:
  Statistical Recognition of Noun Phrases in Unrestricted Text. 397-408
  
• Linda Smail, Jean-Pierre Raoult:
  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, Sampo Pyysalo, Jorma Boberg, Aleksandr Mylläri, Tapio Salakoski:
  Regularized Least-Squares for Parse Ranking. 464-474
  
• Allan Tucker, Veronica Vinciotti, Peter A. C. 't Hoen, Xiaohui Liu:
  Bayesian Network Classifiers for Time-Series Microarray Data. 475-485
  
• Manuel del Valle, Beatriz Sánchez, Luis F. 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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