| 2020 | Nonlinear Fuzzy Modelling of Dynamic Objects with Fuzzy Hybrid Particle Swarm Optimization and Genetic Algorithm. | Lukasz Bartczuk, Piotr Dziwiski, Piotr Goetzen |
| 2020 | A Synergy of Freezing and Dropout - A New Learning Strategy of Convolutional Networks. | Michal Banach, Ewa Skubalska-Rafajlowicz |
| 2020 | The Utilization of Different Classifiers to Perform Drug Repositioning in Inclusion Body Myositis Supports the Concept of Biological Invariance. | scar lvarez-Machancoses, Enrique J. deAndrs-Galiana, Juan Luis Fernndez Martnez, Andrzej Kloczkowski |
| 2020 | Breast Cancer Classification from Histopathological Images Using Transfer Learning and Deep Neural Networks. | Abdulrahman Aloyayri, Adam Krzyzak |
| 2020 | MOEA-RS: A Content-Based Recommendation System Supported by a Multi-objective Evolutionary Algorithm. | Matheus Santos Almeida, Andr Britto |
| 2020 | Empirical Mode Decomposition Based Data Augmentation for Time Series Prediction Using NARX Network. | Olusola Oluwakemi Abayomi-Alli, Tatjana Sidekerskiene, Robertas Damasevicius, Jakub Silka, Dawid Polap |
| 2020 | Data Augmentation Using Principal Component Resampling for Image Recognition by Deep Learning. | Olusola Oluwakemi Abayomi-Alli, Robertas Damasevicius, Michal Wieczorek, Marcin Wozniak |
| 2019 | Classifier Selection for Highly Imbalanced Data Streams with Minority Driven Ensemble. | Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak |
| 2019 | Generative Adversarial Networks: Recent Developments. | Maciej Zamorski, Adrian Zdobylak, Maciej Zieba, Jerzy Swiatek |
| 2019 | The Method of Predicting Changes of a Dynamic Signature Using Possibilities of Population-Based Algorithms. | Marcin Zalasinski, Krystian Lapa, Krzysztof Cpalka, Alina Marchlewska |
| 2019 | The Method for Improving the Quality of Information Retrieval Based on Linguistic Analysis of Search Query. | Nadezhda G. Yarushkina, Aleksey A. Filippov, Maria Grigoricheva, Vadim S. Moshkin |
| 2019 | A Multi-demand Negotiation Model with Fuzzy Concession Strategies. | Yufeng Yang, Xudong Luo |
| 2019 | Constructive Cascade Learning Algorithm for Fully Connected Networks. | Xing Wu, Pawel Rzycki, Janusz Kolbusz, Bogdan M. Wilamowski |
| 2019 | A Greedy Algorithm for Extraction of Handwritten Strokes. | Michal R. Wrbel, Janusz T. Starczewski, Katarzyna Nieszporek, Piotr Opielka, Andrzej Kazmierczak |
| 2019 | On Proper Designing of Deep Structures for Image Classification. | Piotr Woldan, Pawel Staszewski, Leszek Rutkowski, Konrad Grzanek |
| 2019 | Iterative Design and Implementation of Rapid Gradient Descent Method. | Wei Wei, Bin Zhou, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak |
| 2019 | Open Set Subject Classification of Text Documents in Polish by Doc-to-Vec and Local Outlier Factor. | Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski |
| 2019 | Appropriate Data Density Models in Probabilistic Machine Learning Approaches for Data Analysis. | Thomas Villmann, Marika Kaden, Mehrdad Mohannazadeh Bakhtiari, Andrea Villmann |
| 2019 | Analyzing Control Parameters in DISH. | Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy |
| 2019 | Gamification of Eye Exercises for Evaluating Eye Fatigue. | Mindaugas Vasiljevas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak |
| 2019 | How Implicit Negative Evidence Improve Weighted Context-Free Grammar Induction. | Olgierd Unold, Mateusz Gabor |
| 2019 | Ensemble of Classifiers Using CNN and Hand-Crafted Features for Depth-Based Action Recognition. | Jacek Trelinski, Bogdan Kwolek |
| 2019 | Multi-class Classification of EEG Spectral Data for Artifact Detection. | Mikhail Tokovarov, Malgorzata Plechawska-Wjcik, Monika Kaczorowska |
| 2019 | Different Aggregation Modes Applications Within the Framework of Weights Uncertainty. | Anna Tikhonenko-Kedziak, Miroslaw Kurkowski |
| 2019 | Speed Limits Can Be Determined from Geospatial Data with Machine Learning Methods. | Piotr Szwed |