| 2005 | Particle Swarm Optimization with Fast Local Search for the Blind Traveling Salesman Problem. | Heitor Silvrio Lopes, Leandro dos Santos Coelho |
| 2005 | Fuzzy Adaptive Turbulent Particle Swarm Optimization. | Hongbo Liu, Ajith Abraham |
| 2005 | Optimal Controller Design for a class of Networked Control Systems. | Hongbo Li, Zengqi Sun, Fengge Wu, Fuchun Sun |
| 2005 | Hybrid Optimization Algorithm for the Definition of MLP Neural Network Architectures and Weights. | Amanda Pimentel e Silva Lins, Teresa Bernarda Ludermir |
| 2005 | SATyrus: A SAT-based Neuro-Symbolic Architecture for Constraint Processing. | Priscila Machado Vieira Lima, M. Mariela Morveli-Espinoza, Glaucia C. Pereira, Felipe Maia Galvo Frana |
| 2005 | Hierarchical Reinforcement Learning for Metrical Task Systems. | Manoel Leandro de Lima Junior, Jorge Dantas de Melo, Adrio Duarte Dria Neto |
| 2005 | Determination of Real Options Value by Monte Carlo Simulation and Fuzzy Numbers. | Juan G. Lazo Lazo, Marley M. B. R. Vellasco, Marco Aurlio Cavalcanti Pacheco |
| 2005 | The SOPHY framework: Simulation, Observation and Planning in Hybrid Systems. | Karl Kaas Laursen, Martin Fejrskov Pedersen, Jan Dimon Bendtsen, Lars Alminde |
| 2005 | Design of digital classifier circuits with nearest neighbour prior sample selection. | Wilian Soares Lacerda, Antnio de Pdua Braga |
| 2005 | Using Generators for Discovering Certain and Generalized Decision Rules. | Marzena Kryszkiewicz |
| 2005 | Probabilistic Graphical Models in Complex Industrial Applications. | Rudolf Kruse, Jrg Gebhardt |
| 2005 | A Boosting Approach to remove Class Label Noise. | Amitava Karmaker, Stephen Kwek |
| 2005 | Incorporating an EM-Approach for Handling Missing Attribute-Values in Decision Tree Induction. | Amitava Karmaker |
| 2005 | Heterogenous Committees with Competence Analysis. | Norbert Jankowski, Krzysztof Grabczewski |
| 2005 | Performance Evaluation of Evolutionary Multiobjective Approaches to the Design of Fuzzy Rule-Based Ensemble Classifiers. | Hisao Ishibuchi, Yusuke Nojima |
| 2005 | Spatial Implementation of Evolutionary Multiobjective Algorithms with Partial Lamarckian Repair for Multiobjective Knapsack Problems. | Hisao Ishibuchi, Kaname Narukawa |
| 2005 | Feature Selection for Clustering Problems: a Hybrid Algorithm that Iterates Between k-means and a Bayesian Filter. | Eduardo R. Hruschka, Thiago F. Covoes, Estevam R. Hruschka Jr., Nelson F. F. Ebecken |
| 2005 | Grouping of Soccer Game Records by Multiscale Comparison Technique and Rough Clustering. | Shoji Hirano, Shusaku Tsumoto |
| 2005 | Evolving Analytic Hierarchy Processes for Artificial Life-Based Games. | Ramin Halavati, Jaffar Habibi, Saeed Bagheri Shouraki |
| 2005 | Radial Basis Neural Network Learning Based on Particle Swarm Optimization to Multistep Prediction of Chaotic Lorenz's System. | Fabio Alessandro Guerra, Leandro dos Santos Coelho |
| 2005 | A Hybrid Forecasting Methodology using Feature Selection and Support Vector Regression. | Jose Guajardo, Jaime Miranda, Richard Weber |
| 2005 | Data Mining Experiments on Hop Processing Data. | Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Edward Rj, Boleslaw Skowronski |
| 2005 | Ensemble of Genetic Programming Models for Designing Reactive Power Controllers. | Crina Grosan, Ajith Abraham |
| 2005 | Feature Selection with Decision Tree Criterion. | Krzysztof Grabczewski, Norbert Jankowski |
| 2005 | A Hybrid Heuristic Method for Global Optimization. | Antoniya Georgieva, Ivan Jordanov |