| 2015 | An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix. | Pawel Trajdos, Marek Kurzynski |
| 2015 | A Particle Swarm Clustering Algorithm with Fuzzy Weighted Step Sizes. | Alexandre Szabo, Myriam Regattieri Delgado, Leandro Nunes de Castro |
| 2015 | A Hybrid Programming Framework for Resource-Constrained Scheduling Problems. | Pawel Sitek, Jaroslaw Wikarek |
| 2015 | Comparison of Clustering Methods in Cotton Textile Industry. | Dragan Simic, Konrad Jackowski, Dariusz Jankowski, Svetlana Simic |
| 2015 | A Novel Recursive Solution to LS-SVR for Robust Identification of Dynamical Systems. | Jos Daniel A. Santos, Guilherme A. Barreto |
| 2015 | Modeling the Behavior of Unskilled Users in a Multi-UAV Simulation Environment. | Vctor Rodrguez-Fernndez, Antonio Gonzlez-Pardo, David Camacho |
| 2015 | Knowledge Discovery in Enterprise Databases for Forecasting New Product Success. | Marcin Relich, Krzysztof Bzdyra |
| 2015 | ICA for Detecting Artifacts in a Few Channel BCI. | Izabela Rejer, Pawel Grski |
| 2015 | Effective Realizations of Biorthogonal Wavelet Transforms of Lengths 2K + 1/2K - 1 with Lattice Structures on GPU and CPU. | Dariusz Puchala, Bartomiej Szczepaniak, Mykhaylo Yatsymirskyy |
| 2015 | Multi Population Pattern Searching Algorithm for Solving Routing Spectrum Allocation with Joint Unicast and Anycast Problem in Elastic Optical Networks. | Michal Przewozniczek |
| 2015 | A Learning Web Platform Based on a Fuzzy Linguistic Recommender System to Help Students to Learn Recommendation Techniques. | Carlos Porcel, Mara Jess Lizarte, Juan Bernab-Moreno, Enrique Herrera-Viedma |
| 2015 | A Belief Function Reasoning Approach to Web User Profiling. | Luepol Pipanmaekaporn, Suwatchai Kamonsantiroj |
| 2015 | Fusion of Self-Organizing Maps with Different Sizes. | Leandro Antonio Pasa, Jos Alfredo F. Costa, Marcial Guerra de Medeiros |
| 2015 | Multistep Forecast of FX Rates Using an Extended Self-organizing Regressive Neural Network. | Yicun Ouyang, Hujun Yin |
| 2015 | Simulated Annealing Algorithm for Minimization of Bandwidth Fragmentation in Elastic Optical Networks with Multicast and Unicast Flows. | Piotr Nagly, Krzysztof Walkowiak |
| 2015 | Description of Visual Content in Dermoscopy Images Using Joint Histogram of Multiresolution Local Binary Patterns and Local Contrast. | Sidra Naeem, Farhan Riaz, Ali Hassan, Rida Nisar |
| 2015 | Building an Efficient Evolutionary Algorithm for Forex Market Predictions. | Rafal Moscinski, Danuta Zakrzewska |
| 2015 | Early Alzheimer's Disease Prediction in Machine Learning Setup: Empirical Analysis with Missing Value Computation. | Sidra Minhas, Aasia Khanum, Farhan Riaz, Atif Alvi, Shoab Ahmad Khan |
| 2015 | Local Search Based on a Local Utopia Point for the Multiobjective Travelling Salesman Problem. | Krzysztof Michalak |
| 2015 | Improving the NSGA-II Performance with an External Population. | Krzysztof Michalak |
| 2015 | The Belief Theory for Emotion Recognition. | Halima Mhamdi, Hnia Jarray, Med Salim Bouhlel |
| 2015 | An Empirical Evaluation of Robust Gaussian Process Models for System Identification. | Csar Lincoln C. Mattos, Jos Daniel A. Santos, Guilherme A. Barreto |
| 2015 | Study of Collective Robotic Tasks Based on the Behavioral Model of the Agent. | Fredy H. Martnez, Edwar Jacinto, Fernando Martnez Santa |
| 2015 | Tabu-Search Algorithm for Optimization of Elastic Optical Network Based Distributed Computing Systems. | Marcin Markowski |
| 2015 | Web Genre Classification via Hierarchical Multi-label Classification. | Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev |