| 2006 | Co-Evolution: An Approach to Automatic Generation of Fuzzy Systems. | Anderson Francisco Talon, Heloisa de Arruda Camargo |
| 2006 | Multiclass SVM Model Selection Using Particle Swarm Optimization. | Bruno Feres de Souza, Andr Carlos Ponce de Leon Ferreira de Carvalho, Rodrigo Calvo, Renato Porfirio Ishii |
| 2006 | A Hybrid Machine Learning Approach for Information Extraction. | Eduardo F. A. Silva, Flvia A. Barros, Ricardo Bastos Cavalcante Prudncio |
| 2006 | Learning Neural Networks for Visual Servoing Using Evolutionary Methods. | Nils T. Siebel, Yohannes Kassahun |
| 2006 | Mining Single Sequence at Once Using Disjunctive Tree Patterns. | Kazuhiro Shimizu, Takao Miura |
| 2006 | VOGA: Variable Ordering Genetic Algorithm for Learning Bayesian Classifiers. | Edimilson Batista dos Santos, Estevam R. Hruschka Jr. |
| 2006 | A Comparative Analysis of Data Distribution Methods in an Agent-Based Neural System for Classification Tasks. | Laura Emmanuella A. Santana, Anne M. P. Canuto, Joo Carlos Xavier Jr., Andr Mauricio Campos |
| 2006 | Genetic Programming with Incremental Learning for Grammatical Inference. | Ernesto Rodrigues, Heitor Silvrio Lopes |
| 2006 | HINT- A Hybrid Intelligent System for Telecommunications. | Maysa Rezende, Ricardo Lus de Freitas, Gilberto Shigueo Nakamiti |
| 2006 | Genetic Based Machine Learning: Merging Pittsburgh and Michigan, an Implicit Feature Selection Mechanism and a New Crossover Operator. | Cristiano Grij Pitangui, Gerson Zaverucha |
| 2006 | A Multi-Objective Evolutionary Algorithm to Build Knowledge Classification Rules with Specific Properties. | Adriano Donizete Pila, Rafael Giusti, Ronaldo C. Prati, Maria Carolina Monard |
| 2006 | Paired Comparisons Method for Solving Multi-Label Learning Problem. | Mikhail Petrovskiy |
| 2006 | A Contribution to Automatic Design of Image Processing Systems--Breeding Optimized Non-Linear and Oriented Kernels for Texture Analysis. | Stefanie Peters, Andreas Knig |
| 2006 | Research on an Improved Gray Gradient Orientation Algorithm in Anisotropic High-Pass Filtering. | Qing Pan, Guoping Yan, Yukuan Zhang, Nili Tian |
| 2006 | Research on a Stable Adaptive Fuzzy Control of Nonlinear Liquid Level System. | Yongping Pan, Qinruo Wang |
| 2006 | Parametrical Adjusting of a Hybrid System for the Vehicle Routing Problem with Time Windows. | Humberto Cesar Brandao de Oliveira, Germano C. Vasconcelos, Rafael Vargas Mesquita, Mariane Moreira de Souza |
| 2006 | GNeurAge: An Evolutionary Agent-Based System for Classification Tasks. | Diogo F. de Oliveira, Anne M. P. Canuto, Andr Mauricio Campos |
| 2006 | Memetic and Genetic Algorithms: A Comparison among Different Approaches to Solve Vehicle Routing Problem with Time Windows. | Humberto Cesar Brandao de Oliveira, Jose Lima Alexandrino, Mariane Moreira de Souza |
| 2006 | Designing Fuzzy Ensemble Classifiers by Evolutionary Multiobjective Optimization with an Entropy-Based Diversity Criterion. | Yusuke Nojima, Hisao Ishibuchi |
| 2006 | Learning Generalized Weighted Relevance Aggregation Operators Using Levenberg-Marquardt Method. | B. Sumudu U. Mendis, Tams D. Gedeon, Lszl T. Kczy |
| 2006 | Language as a Small World Network. | Mria Markosov, Peter Nather |
| 2006 | RBF-Neural Network Adaptive PID Control for 3-Axis Stabilized Tracking System. | Zhigang Liu, Junzheng Wang |
| 2006 | Optimum Path Planning for Mobile Robots Based on a Hybrid Genetic Algorithm. | Qing Li, Xinhai Tong, Sijiang Xie, Yingchun Zhang |
| 2006 | An Improved Adaptive Algorithm for Controlling the Probabilities of Crossover and Mutation Based on a Fuzzy Control Strategy. | Qing Li, Xinhai Tong, Sijiang Xie, Guangjun Liu |
| 2006 | An Adaptive System for Improved Identification and Removal of Noise from Single Trial EEG/MEG via Model Order Estimation in ICA. | Carl S. Leichter |