| 2012 | On the Strong Convergence of the Orthogonal Series-Type Kernel Regression Neural Networks in a Non-stationary Environment. | Piotr Duda, Yoichi Hayashi, Maciej Jaworski |
| 2012 | Hybridization of Differential Evolution and Particle Swarm Optimization in a New Algorithm: DEPSO-2S. | Abbas El Dor, Maurice Clerc, Patrick Siarry |
| 2012 | An Analytical Approach to the Image Reconstruction Problem Using EM Algorithm. | Piotr Dobosz |
| 2012 | Human Gait Recognition Based on Signals from Two Force Plates. | Marcin Derlatka |
| 2012 | Evolutionary Optimization of Decomposition Strategies for Logical Functions. | Stanislaw Deniziak, Karol Wieczorek |
| 2012 | Statistically-Induced Kernel Function for Support Vector Machine Classifier. | Cezary Dendek, Jacek Mandziuk |
| 2012 | Structure Searching for Adaptive Spring Networks for Shape Programming in 3D. | Maja Czokw, Tomasz Schreiber |
| 2012 | Multilayer Neural Networks with Receptive Fields as a Model for the Neuron Reconstruction Problem. | Wojciech Czarnecki |
| 2012 | Stability Analysis of the Neural Network Based Fault Tolerant Control for the Boiler Unit. | Andrzej Czajkowski, Krzysztof Patan, Jzef Korbicz |
| 2012 | Does Memetic Approach Improve Global Induction of Regression and Model Trees? | Marcin Czajkowski, Marek Kretowski |
| 2012 | On the Structure of Indiscernibility Relations Compatible with a Partially Ordered Set. | Pietro Codara |
| 2012 | Learning 3D AAM Fitting with Kernel Methods. | Marina-Anca Cidot, Dragos Datcu, Lon J. M. Rothkrantz |
| 2012 | Multi-agent System for Parallel Road Network Hierarchization. | Lukasz Chomatek, Aneta Poniszewska-Maranda |
| 2012 | Speeding Up the Training of Neural Networks with CUDA Technology. | Daniel Salles Chevitarese, Dilza Szwarcman, Marley M. B. R. Vellasco |
| 2012 | COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method. | Zeineb Chelly, Abir Smiti, Zied Elouedi |
| 2012 | Enriching Domain-Specific Language Models Using Domain Independent WWW N-Gram Corpus. | Harry Chang |
| 2012 | Genetic Optimization of Fuzzy Rule Based MAS Using Cognitive Analysis. | Petr Cermak, Michal Mura |
| 2012 | Fast Plagiarism Detection by Sentence Hashing. | Dariusz Ceglarek, Konstanty Haniewicz |
| 2012 | An Innovative Hybrid Neuro-wavelet Method for Reconstruction of Missing Data in Astronomical Photometric Surveys. | Giacomo Capizzi, Christian Napoli, Lucio Patern |
| 2012 | Fuzzy Clustering of Intuitionistic Fuzzy Data. | Bohdan S. Butkiewicz |
| 2012 | Parallel Migration Model Employing Various Adaptive Variants of Differential Evolution. | Petr Bujok, Josef Tvrdk |
| 2012 | New Specifics for a Hierarchial Estimator Meta-algorithm. | Stanislaw Brodowski, Andrzej Bielecki |
| 2012 | Solving the Flexible Job Shop Problem on GPU. | Wojciech Bozejko, Mariusz Uchronski, Mieczyslaw Wodecki |
| 2012 | Fast Parallel Cost Function Calculation for the Flow Shop Scheduling Problem. | Wojciech Bozejko, Mariusz Uchronski, Mieczyslaw Wodecki |
| 2012 | Distributed Computing in Sensor Networks Using Multi-agent Systems and Code Morphing. | Stefan Bosse, Florian Pantke, Frank Kirchner |