| 2015 | A Heteroassociative Learning Model Robust to Interference. | Randa Kassab, Frdric Alexandre |
| 2015 | Weighting and Sampling Data for Individual Classifiers and Bagging with Genetic Algorithms. | Saso Karakatic, Marjan Hericko, Vili Podgorelec |
| 2015 | Scalable Model based Evolutionary Multi-objective Optimization. | Yaochu Jin |
| 2015 | Elliptical and Archimedean Copulas in Estimation of Distribution Algorithm with Model Migration. | Martin Hyrs, Josef Schwarz |
| 2015 | Examining the Impact of Neutral Theory on Genetic Algorithm Population Evolution. | Seamus Hill, Colm O'Riordan |
| 2015 | Expanding Gdel Logic with Truth Constants and the Equality, Strict Order, Delta Operators. | Dusan Guller |
| 2015 | An Order Hyperresolution Calculus for G\"{o}del Logic with Truth Constants and Equality, Strict Order, Delta. | Dusan Guller |
| 2015 | Many-Valued Logic through Its History. | Angel Garrido |
| 2015 | Machine Learning Techniques and the Existence of Variant Processes in Humans Declarative Memory. | Alex Frid, Hananel Hazan, Ester Koilis, Larry M. Manevitz, Maayan Merhav, Gal Star |
| 2015 | Learning-based Distance Evaluation in Robot Vision. | Hossam Fraihat, Kurosh Madani, Christophe Sabourin |
| 2015 | Adjudicated GP: A Behavioural Approach to Selective Breeding. | Jeannie M. Fitzgerald, Conor Ryan |
| 2015 | For Sale or Wanted: Directed Crossover in Adjudicated Space. | Jeannie M. Fitzgerald, Conor Ryan |
| 2015 | GEML: A Grammatical Evolution, Machine Learning Approach to Multi-class Classification. | Jeannie M. Fitzgerald, R. Muhammad Atif Azad, Conor Ryan |
| 2015 | GEML: Evolutionary Unsupervised and Semi-Supervised Learning of Multi-class Classification with Grammatical Evolution. | Jeannie M. Fitzgerald, R. Muhammad Atif Azad, Conor Ryan |
| 2015 | Evolving Black Box Recursive Modeling Algorithm. | Orlando Donato Rocha Filho, Ginalber Luiz de Oliveira Serra |
| 2015 | Towards Finding an Effective Way of Discrete Problems Solving: The Particle Swarm Optimization, Genetic Algorithm and Linkage Learning Techniques Hybrydization. | Bartosz Andrzej Fidrysiak, Michal Przewozniczek |
| 2015 | Improvement of LCC Prediction Modeling Based on Correlated Parameters and Model Structure Uncertainty Propagation. | Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah |
| 2015 | Using Evidence Theory in Land Cover Change Prediction to Model Imperfection Propagation with Correlated Inputs Parameters. | Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah |
| 2015 | Clustering Analysis using Opposition-based API Algorithm. | Mohammad Reza Farmani, Giuliano Armano |
| 2015 | SO(2) Approximate Identity Neural Networks are Universal Approximators. | Saeed Panahian Fard, Zarita Zainuddin |
| 2015 | Handling Selective Participation in Neuron Assembly Detection. | Salatiel Ezennaya-Gomez, Christian Borgelt, Christian Braune, Kristian Loewe, Rudolf Kruse |
| 2015 | Mining Significant Frequent Patterns in Parallel Episodes with a Graded Notion of Synchrony and Selective Participation. | Salatiel Ezennaya-Gomez, Christian Borgelt |
| 2015 | Perpetual Motion, Evolutionary Computation in Industry and other Chimeras. | Anna Esparcia-Alczar |
| 2015 | SPSO Parallelization Strategies for Electromagnetic Applications. | Anton Duca, Laurentiu Duca, Gabriela Ciuprina, Daniel Ioan |
| 2015 | GPGPU Vs Multiprocessor SPSO Implementations to Solve Electromagnetic Optimization Problems. | Anton Duca, Laurentiu Duca, Gabriela Ciuprina, Daniel Ioan |