| 2018 | Improvement of the Simplified Silhouette Validity Index. | Artur Starczewski, Krzysztof Przybyszewski |
| 2018 | A Fuzzy SOM for Understanding Incomplete 3D Faces. | Janusz T. Starczewski, Katarzyna Nieszporek, Michal R. Wrbel, Konrad Grzanek |
| 2018 | An Adaptive Individual Inertia Weight Based on Best, Worst and Individual Particle Performances for the PSO Algorithm. | Guilherme Spavieri, Diego L. Cavalca, Ricardo A. S. Fernandes, Guilherme G. Lage |
| 2018 | Discrete Cosine Transform Spectral Pooling Layers for Convolutional Neural Networks. | James Seale Smith, Bogdan M. Wilamowski |
| 2018 | Relative Stability of Random Projection-Based Image Classification. | Ewa Skubalska-Rafajlowicz |
| 2018 | Cyclic Reservoir Computing with FPGA Devices for Efficient Channel Equalization. | Erik S. Skibinsky-Gitlin, Miquel L. Alomar, Christiam F. Frasser, Vincent Canals, Eugeni Isern, Miquel Roca, Josep L. Rossell |
| 2018 | Automating Feature Extraction and Feature Selection in Big Data Security Analytics. | Dimitrios Sisiaridis, Olivier Markowitch |
| 2018 | Modified Relational Mountain Clustering Method. | Kristina P. Sinaga, June-Nan Hsieh, Josephine Bernadette M. Benjamin, Miin-Shen Yang |
| 2018 | Random Projection for k-means Clustering. | Sami Sieranoja, Pasi Frnti |
| 2018 | How Unconventional Chaotic Pseudo-Random Generators Influence Population Diversity in Differential Evolution. | Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka |
| 2018 | Exploiting OSC Models by Using Neural Networks with an Innovative Pruning Algorithm. | Grazia Lo Sciuto, Giacomo Capizzi, Christian Napoli, Rafi Shikler, Dawid Polap, Marcin Wozniak |
| 2018 | A New Method for Learning RBF Networks by Utilizing Singular Regions. | Seiya Satoh, Ryohei Nakano |
| 2018 | An Embedded Classifier for Mobile Robot Localization Using Support Vector Machines and Gray-Level Co-occurrence Matrix. | Fausto Sampaio, Elias Teodoro Silva Jr., Lucas Costa da Silva, Pedro Pedrosa Rebouas Filho |
| 2018 | Image Completion with Smooth Nonnegative Matrix Factorization. | Tomasz Sadowski, Rafal Zdunek |
| 2018 | Towards Interpretability of the Movie Recommender Based on a Neuro-Fuzzy Approach. | Tomasz Rutkowski, Jakub Romanowski, Piotr Woldan, Pawel Staszewski, Radoslaw Nielek |
| 2018 | Soft Patterns Reduction for RBF Network Performance Improvement. | Pawel Rzycki, Janusz Kolbusz, Oleksandr Lysenko, Bogdan M. Wilamowski |
| 2018 | Autoassociative Signature Authentication Based on Recurrent Neural Network. | Jun Rokui |
| 2018 | Evolutionary Induction of Classification Trees on Spark. | Daniel Reska, Krzysztof Jurczuk, Marek Kretowski |
| 2018 | Classifiers for Matrix Normal Images: Derivation and Testing. | Ewaryst Rafajlowicz |
| 2018 | Horizontal Gene Transfer as a Method of Increasing Variability in Genetic Algorithms. | Wojciech Rafajlowicz |
| 2018 | Leader-Follower Formation for UAV Robot Swarm Based on Fuzzy Logic Theory. | Wilson O. Quesada, Jonathan I. Rodriguez, Juan C. Murillo, Gustavo A. Cardona, David Yanguas-Rojas, Luis Gabriel Jaimes, Juan M. Caldern |
| 2018 | Hybrid Evolutionary System to Solve Optimization Problems. | Krzysztof Pytel |
| 2018 | Company Bankruptcy Prediction with Neural Networks. | Jolanta Pozorska, Magdalena Scherer |
| 2018 | Averaged Hidden Markov Models in Kinect-Based Rehabilitation System. | Aleksandra Postawka, Przemyslaw Sliwinski |
| 2018 | Using Fuzzy Numbers for Modeling Series of Medical Measurements in a Diagnosis Support Based on the Dempster-Shafer Theory. | Sebastian Porebski, Ewa Straszecka |