| 2019 | Naive Bayes Learning of Dermoscopy Images. | Grzegorz Surwka, Maciej Ogorzalek |
| 2019 | Determining the Eps Parameter of the DBSCAN Algorithm. | Artur Starczewski, Andrzej Cader |
| 2019 | Brassica Napus Florescence Modeling Based on Modified Vegetation Index Using Sentinel-2 Imagery. | Michal Slapek, Krzysztof Smykala, Bogdan Ruszczak |
| 2019 | Whole Image and Modular Image Face Classification - What is Really Classified? | Ewa Skubalska-Rafajlowicz |
| 2019 | RDFM: Resilient Distributed Factorization Machines. | Andr Rodrigo da Silva, Leonardo Martins Rodrigues, Luciana de Oliveira Rech, Aldelir Fernando Luiz |
| 2019 | Emergence of Collective Behavior in Large Cellular Automata-Based Multi-agent Systems. | Franciszek Seredynski, Jakub Gasior |
| 2019 | Population Diversity Analysis in Adaptive Differential Evolution Variants with Unconventional Randomization Schemes. | Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Anezka Kazikova, Quoc Bao Diep, Ivan Zelinka |
| 2019 | Squirrel-Cage Induction Motor Malfunction Detection Using Computational Intelligence Methods. | Krzysztof Rzecki, Bartosz Wjcik, Mateusz Baran, Maciej Sulowicz |
| 2019 | The Elastic k-Nearest Neighbours Classifier for Touch Screen Gestures. | Krzysztof Rzecki, Leszek Siwik, Mateusz Baran |
| 2019 | On Explainable Recommender Systems Based on Fuzzy Rule Generation Techniques. | Tomasz Rutkowski, Krystian Lapa, Robert Nowicki, Radoslaw Nielek, Konrad Grzanek |
| 2019 | Trimmed Robust Loss Function for Training Deep Neural Networks with Label Noise. | Andrzej Rusiecki |
| 2019 | Control of Dissolving Cytostatics Using Computer Image Analysis. | Pawel Rotter, Wiktor Muron |
| 2019 | Application of Type-2 Fuzzy Sets for Analyzing Production Processes. | Anton Romanov, Aleksey A. Filippov, Nadezhda G. Yarushkina |
| 2019 | Regularized Learning of Neural Network with Application to Sparse PCA. | Jan Rodziewicz-Bielewicz, Jacek Klimaszewski, Marcin Korzen |
| 2019 | A Multi-filtering Algorithm for Applying ICA in a Low-Channel EEG. | Izabela Rejer, Pawel Grski |
| 2019 | Filter Pruning for Efficient Transfer Learning in Deep Convolutional Neural Networks. | Caique Reinhold, Mauro Roisenberg |
| 2019 | Deep Learning for Detection and Localization of Thoracic Diseases Using Chest X-Ray Imagery. | Somnath Rakshit, Indrajit Saha, Michal Wlasnowolski, Ujjwal Maulik, Dariusz Plewczynski |
| 2019 | Fuzzy Reasoning in Control and Diagnostics of a Turbine Engine - A Case Study. | Wojciech Rafajlowicz, Wojciech Domski, Andrzej Jablonski, Adam Ratajczak, Wojciech Tarnawski, Zbigniew Zajda |
| 2019 | Classifying Image Sequences with the Markov Chain Structure and Matrix Normal Distributions. | Ewaryst Rafajlowicz |
| 2019 | Case-Based Reasoning for Context-Aware Solutions Supporting Personalised Asthma Management. | Mario Quinde, Nawaz Khan, Juan Carlos Augusto |
| 2019 | Behavior-Based Emotion Recognition Using Kinect and Hidden Markov Models. | Aleksandra Postawka |
| 2019 | The Estimation of Uncertain Gates: An Application to Educational Indicators. | Guillaume Petiot |
| 2019 | Text Language Identification Using Attention-Based Recurrent Neural Networks. | Michal Perelkiewicz, Rafal Poswiata |
| 2019 | Pattern-Based Forecasting Monthly Electricity Demand Using Multilayer Perceptron. | Pawel Pelka, Grzegorz Dudek |
| 2019 | Analysis of Large Scale Power Systems via LASSO Learning Algorithms. | Miroslaw Pawlak, Jiaqing Lv |