| 2012 | Integration of Intelligent Information Technologies Ensembles for Modeling and Classification. | Andrey Shabalov, Eugene Semenkin, Pavel Galushin |
| 2012 | Application of Genetic Algorithms to Optimize a Truncated Mean k-Nearest Neighbours Regressor for Hotel Reservation Forecasting. | Andrs Sanz-Garca, Julio Fernndez-Ceniceros, Fernando Antoanzas-Torres, Francisco J. Martnez de Pisn Ascacibar |
| 2012 | Rough Sets-Based Identification of Heart Valve Diseases Using Heart Sounds. | Mostafa A. Salama, Aboul Ella Hassanien, Jan Platos, Aly A. Fahmy, Vclav Snsel |
| 2012 | A First Study on Decomposition Strategies with Data with Class Noise Using Decision Trees. | Jos A. Sez, Mikel Galar, Julin Luengo, Francisco Herrera |
| 2012 | An Empirical Comparison of Some Approximate Methods for Graph Coloring. | Israel Rebollo Ruiz, Manuel Graa Romay |
| 2012 | Hybrid Artificial Intelligence System in Constraint Based Scheduling of Integrated Manufacturing ERP Systems. | Izabela Rojek, Mieczyslaw Jagodzinski |
| 2012 | A Novel Lattice Associative Memory Based on Dendritic Computing. | Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graa |
| 2012 | Encrypting Digital Images Using Cellular Automata. | ngel Martn del Rey, Gerardo Rodrguez Snchez, A. de la Villa Cuenca |
| 2012 | Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks. | Rattan Priya, Bruno Feres de Souza, Andr L. D. Rossi, Andr Carlos Ponce de Leon Ferreira de Carvalho |
| 2012 | From Likelihood Uncertainty to Fuzziness: A Possibility-Based Approach for Building Clinical DSSs. | Marco Pota, Massimo Esposito, Giuseppe De Pietro |
| 2012 | A Genetic Programming Approach for Solving the Linear Ordering Problem. | Petrica C. Pop, Oliviu Matei |
| 2012 | Lee Path Replanner for Partially-Known Environments. | Maciej Polanczyk, Przemyslaw Baranski, Michal Strzelecki, Krzysztof Slot |
| 2012 | Improving Evolved Alphabet Using Tabu Set. | Jan Platos, Pavel Krmer |
| 2012 | A Hybrid Classical Approach to a Fixed-Charged Transportation Problem. | Camelia-Mihaela Pintea, Corina Pop Sitar, Mara Hajdu-Macelaru, Petrica C. Pop |
| 2012 | Spontaneous Facial Expression Recognition: Automatic Aggression Detection. | Ewa Piatkowska, Jerzy Martyna |
| 2012 | Hybrid Multi-objective Machine Learning Classification in Liver Transplantation. | M. Prez-Ortiz, Manuel Cruz-Ramrez, Juan Carlos Fernndez Caballero, Csar Hervs-Martnez |
| 2012 | Nearest Cluster Classifier. | Hamid Parvin, Moslem Mohamadi, Sajad Parvin, Zahra Rezaei, Behrouz Minaei |
| 2012 | A Improved Clustering Analysis Method Based on Fuzzy C-Means Algorithm by Adding PSO Algorithm. | Liang Pang, Kai Xiao, Alei Liang, Haibing Guan |
| 2012 | Lipreading Procedure for Liveness Verification in Video Authentication Systems. | Agnieszka Owczarek, Krzysztof Slot |
| 2012 | An Adaptive Hybrid and Cluster-Based Model for Speeding Up the k-NN Classifier. | Stefanos Ougiaroglou, Georgios Evangelidis, Dimitrios Dervos |
| 2012 | A Simple Noise-Tolerant Abstraction Algorithm for Fast k-NN Classification. | Stefanos Ougiaroglou, Georgios Evangelidis |
| 2012 | k-Means Clustering of Asymmetric Data. | Dominik Olszewski |
| 2012 | Modifications of Classification Strategies in Rule Set Based Bagging for Imbalanced Data. | Krystyna Napierala, Jerzy Stefanowski |
| 2012 | Identification of Different Types of Minority Class Examples in Imbalanced Data. | Krystyna Napierala, Jerzy Stefanowski |
| 2012 | A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates. | Ramn Moreno, Manuel Graa |