| 2005 | An Analytic Distance Metric for Gaussian Mixture Models with Application in Image Retrieval. | Giorgos Sfikas, Constantinos Constantinopoulos, Aristidis Likas, Nikolas P. Galatsanos |
| 2005 | Neuronal Coding Strategies for Two-Alternative Forced Choice Tasks. | Erich L. Schulzke, Christian W. Eurich |
| 2005 | Completely Self-referential Optimal Reinforcement Learners. | Jrgen Schmidhuber |
| 2005 | Neural Network Classifers in Arrears Management. | Esther Scheurmann, Chris Matthews |
| 2005 | Bayesian Network Modeling Aspects Resulting from Applications in Medical Diagnostics and GSM Troubleshooting. | Ruxandra Scheiterer, Dragan Obradovic |
| 2005 | Supervision of Control Valves in Flotation Circuits Based on Artificial Neural Network. | Daniel Sbarbaro, Gonzalo Carvajal |
| 2005 | Batch-Sequential Algorithm for Neural Networks Trained with Entropic Criteria. | Jorge M. Santos, Joaquim Marques de S, Lus A. Alexandre |
| 2005 | Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction. | Noelia Snchez-Maroo, Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos |
| 2005 | Flexible Decision Process for Astronauts in Marsbase Simulator. | Jean Marc Salotti |
| 2005 | Implicit Relevance Feedback from Eye Movements. | Jarkko Salojrvi, Kai Puolamki, Samuel Kaski |
| 2005 | Spatio-Temporal Organization Map: A Speech Recognition Application. | Zouhour Neji Ben Salem, Friel Mouria-Beji, Farouk Kamoun |
| 2005 | Nonlinear Regression with Piecewise Affine Models Based on RBFN. | Masaru Sakamoto, Dong Duo, Yoshihiro Hashimoto, Toshiaki Itoh |
| 2005 | Bispectrum-Based Statistical Tests for VAD. | Juan Manuel Grriz Sez, Javier Ramrez, Carlos Garca Puntonet, Fabian J. Theis, Elmar Wolfgang Lang |
| 2005 | A Description of a Simulation Environment and Neural Architecture for A-Life. | Leszek Rybicki |
| 2005 | Communicative Interactivity - A Multimodal Communicative Situation Classification Approach. | Tomasz M. Rutkowski, Danilo P. Mandic |
| 2005 | Increasing Reliability of SOMs' Neighbourhood Structure with a Bootstrap Process. | Patrick Rousset, Bertrand Maillet |
| 2005 | Tools for Address-Event-Representation Communication Systems and Debugging. | Manuel Rivas, Francisco Gomez-Rodriguez, Rafael Paz, Alejandro Linares-Barranco, Saturnino Vicente Diaz, D. Cascado |
| 2005 | Investigation of Evolving Populations of Adaptive Agents. | Vladimir G. Red'ko, Oleg P. Mosalov, Danil V. Prokhorov |
| 2005 | Development and Realization of the Artificial Neural Network for Diagnostics of Stroke Type. | O. Yu. Rebrova, O. A. Ishanov |
| 2005 | Ensemble of SVMs for Improving Brain Computer Interface P300 Speller Performances. | Alain Rakotomamonjy, Vincent Guigue, Grgory Mallet, Victor Alvarado |
| 2005 | Connectionist Modeling of Linguistic Quantifiers. | Rohana K. Rajapakse, Angelo Cangelosi, Kenny R. Coventry, Steve Newstead, Alison Bacon |
| 2005 | Nonlinear Relational Markov Networks with an Application to the Game of Go. | Tapani Raiko |
| 2005 | A Fuzzy Approach to Some Set Approximation Operations. | Anna Maria Radzikowska |
| 2005 | A First Approach to Solve Classification Problems Based on Functional Networks. | Rosa Eva Pruneda, Beatriz Lacruz, Cristina Solares |
| 2005 | Developing Measurement Selection Strategy for Neural Network Models. | Przemyslaw Pretki, Marcin Witczak |