| 2005 | Dealing with Data Corruption in Remote Sensing. | Choh Man Teng |
| 2005 | An Evaluation of Filter and Wrapper Methods for Feature Selection in Categorical Clustering. | Luis Talavera |
| 2005 | Biological Cluster Validity Indices Based on the Gene Ontology. | Nora Speer, Christian Spieth, Andreas Zell |
| 2005 | Modelling the Relationship Between Streamflow and Electrical Conductivity in Hollin Creek, Southeastern Australia. | Jess Spate |
| 2005 | Successive Restrictions Algorithm in Bayesian Networks. | Linda Smail, Jean-Pierre Raoult |
| 2005 | Statistical Recognition of Noun Phrases in Unrestricted Text. | Jose Ignacio Serrano, Lourdes Araujo |
| 2005 | Reliable Hierarchical Clustering with the Self-organizing Map. | Elena V. Samsonova, Thomas Bck, Joost N. Kok, Adriaan P. IJzerman |
| 2005 | A Mixture Model-Based On-line CEM Algorithm. | Allou Sam, Grard Govaert, Christophe Ambroise |
| 2005 | Analysis of Feature Rankings for Classification. | Roberto Ruiz, Jess S. Aguilar-Ruiz, Jos Cristbal Riquelme Santos, Norberto Daz-Daz |
| 2005 | Spatial Approach to Pose Variations in Face Verification. | Licesio J. Rodrguez-Aragn, ngel Serrano, Cristina Conde, Enrique Cabello |
| 2005 | Extending the GA-EDA Hybrid Algorithm to Study Diversification and Intensification in GAs and EDAs. | Vctor Robles, Jos M. Pea, Mara S. Prez, Pilar Herrero, scar Cubo |
| 2005 | Miner Ants Colony: A New Approach to Solve a Mine Planning Problem. | Mara Cristina Riff, Michael Moossen, Xavier Bonnaire |
| 2005 | MDS | Frank Rehm, Frank Klawonn, Rudolf Kruse |
| 2005 | Machine-Learning with Cellular Automata. | Petra Povalej, Peter Kokol, Tatjana Welzer-Druzovec, Bruno Stiglic |
| 2005 | From Local Pattern Mining to Relevant Bi-cluster Characterization. | Ruggero G. Pensa, Jean-Franois Boulicaut |
| 2005 | Discriminative Remote Homology Detection Using Maximal Unique Sequence Matches. | Hasan Ogul, . Erkan Mumcuoglu |
| 2005 | Self-poised Ensemble Learning. | Ricardo anculef, Carlos Valle, Hctor Allende, Claudio Moraga |
| 2005 | Adaptive Classifier Combination for Visual Information Processing Using Data Context-Awareness. | Mi Young Nam, Phill-Kyu Rhee |
| 2005 | Block Clustering of Contingency Table and Mixture Model. | Mohamed Nadif, Grard Govaert |
| 2005 | Towards Automatic and Optimal Filtering Levels for Feature Selection in Text Categorization. | Elena Montas, Elas F. Combarro, Irene Daz, Jos Ranilla |
| 2005 | Extending the SOM Algorithm to Visualize Word Relationships. | Manuel Martn-Merino, Alberto Muoz |
| 2005 | Sentiment Classification Using Information Extraction Technique. | Jian Liu, Jianxin Yao, Gengfeng Wu |
| 2005 | A Knowledge-Based Model for Analyzing GSM Network Performance. | Pasi Lehtimki, Kimmo Raivio |
| 2005 | FCLib: A Library for Building Data Analysis and Data Discovery Tools. | Wendy S. Koegler, W. Philip Kegelmeyer |
| 2005 | Learning Label Preferences: Ranking Error Versus Position Error. | Eyke Hllermeier, Johannes Frnkranz |