| 2012 | Local Controlled Vocabulary for Modern Web Service Description. | Konstanty Haniewicz |
| 2012 | Selection of Activation Functions in the Last Hidden Layer of the Multilayer Perceptron. | Krzysztof Halawa |
| 2012 | Mining of Multiobjective Non-redundant Association Rules in Data Streams. | Anamika Gupta, Naveen Kumar, Vasudha Bhatnagar |
| 2012 | Software Modeling Language with Frames and Multi-abstractions: An Overview. | Konrad Grzanek |
| 2012 | Simple Incremental Instance Selection Wrapper for Classification. | Marek Grochowski |
| 2012 | Opportunistic Motivated Learning Agents. | James T. Graham, Janusz A. Starzyk, Daniel Jachyra |
| 2012 | Genetic Fuzzy Rule-Based Modelling of Dynamic Systems Using Time Series. | Marian B. Gorzalczany, Filip Rudzinski |
| 2012 | Accuracy vs. Interpretability of Fuzzy Rule-Based Classifiers: An Evolutionary Approach. | Marian B. Gorzalczany, Filip Rudzinski |
| 2012 | Ranking by K-Means Voting Algorithm for Similar Image Retrieval. | Przemyslaw Grecki, Krzysztof Sopyla, Pawel Drozda |
| 2012 | Hybrid Position/Force Control of the SCORBOT-ER 4pc Manipulator with Neural Compensation of Nonlinearities. | Piotr Gierlak |
| 2012 | Recognition of Two-Dimensional Shapes Based on Dependence Vectors. | Krzysztof Gdawiec, Diana Domanska |
| 2012 | An Application of the Self-Organizing Map to Multiple View Unsupervised Learning. | Tomasz Galkowski, Artur Starczewski |
| 2012 | Random State Genetic Algorithm. | Louis Gacgne |
| 2012 | Creating Learning Sets for Control Systems Using an Evolutionary Method. | Marcin Gabryel, Marcin Wozniak, Robert Nowicki |
| 2012 | Monte-Carlo Swarm Policy Search. | Jrmy Fix, Matthieu Geist |
| 2012 | A Hybrid Artificial Bee Colony Algorithm for Graph 3-Coloring. | Iztok Fister Jr., Iztok Fister, Janez Brest |
| 2012 | Incidental Neural Networks as Nomograms Generators. | Bogumil Fiksak, Maciej Krawczak |
| 2012 | On the Uniform Convergence of the Orthogonal Series-Type Kernel Regression Neural Networks in a Time-Varying Environment. | Meng Joo Er, Piotr Duda |
| 2012 | Fully Controllable Ant Colony System for Text Data Clustering. | Piotr Dziwiski, Lukasz Bartczuk, Janusz T. Starczewski |
| 2012 | The Use of Belief Intervals in Operations on Intuitionistic Fuzzy Values. | Ludmila Dymova, Pavel V. Sevastjanov, Kamil Tkacz |
| 2012 | A New Method for Comparing Interval-Valued Intuitionistic Fuzzy Values. | Ludmila Dymova, Pavel V. Sevastjanov, Anna Tikhonenko |
| 2012 | Tournament Feature Selection with Directed Mutations. | Grzegorz Dudek |
| 2012 | Variable Selection in the Kernel Regression Based Short-Term Load Forecasting Model. | Grzegorz Dudek |
| 2012 | On the Strong Convergence of the Recursive Orthogonal Series-Type Kernel Probabilistic Neural Networks Handling Time-Varying Noise. | Piotr Duda, Marcin Korytkowski |
| 2012 | On Pre-processing Algorithms for Data Stream. | Piotr Duda, Maciej Jaworski, Lena Pietruczuk |