| 2019 | IJCCI | Extended Possibilistic Fuzzification for Classification. | Robert K. Nowicki, Janusz T. Starczewski, Rafal Grycuk |
| 2019 | IJCCI | Fuzzy-rough Fuzzification in General FL Classifiers. | Janusz T. Starczewski, Robert K. Nowicki, Katarzyna Nieszporek |
| 2017 | ICAISC | Comparison of Effectiveness of Multi-objective Genetic Algorithms in Optimization of Invertible S-Boxes. | Tomasz Kapuscinski, Robert K. Nowicki, Christian Napoli |
| 2017 | PPAM | Performance Evaluation of DBN Learning on Intel Multi- and Manycore Architectures. | Tomasz Olas, Wojciech K. Mleczko, Marcin Wozniak, Robert K. Nowicki, Pawel Gepner |
| 2016 | ICAISC | Application of Genetic Algorithms in the Construction of Invertible Substitution Boxes. | Tomasz Kapuscinski, Robert K. Nowicki, Christian Napoli |
| 2016 | ICAISC | Transient Solution for Queueing Delay Distribution in the GI/M/1/K-type Mode with "Queued" Waking up and Balking. | Wojciech M. Kempa, Marcin Wozniak, Robert K. Nowicki, Marcin Gabryel, Robertas Damasevicius |
| 2016 | ICAISC | Rough Restricted Boltzmann Machine - New Architecture for Incomplete Input Data. | Wojciech K. Mleczko, Robert K. Nowicki, Rafal A. Angryk |
| 2016 | MMAR | Novel rough neural network for classification with missing data. | Robert K. Nowicki, Rafal Scherer, Leszek Rutkowski |
| 2015 | ICAISC | Toward Work Groups Classification Based on Probabilistic Neural Network Approach. | Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Robert K. Nowicki, Janusz T. Starczewski, Marcin Wozniak |
| 2015 | ICAISC | Multi-class Nearest Neighbour Classifier for Incomplete Data Handling. | Bartosz A. Nowak, Robert K. Nowicki, Marcin Wozniak, Christian Napoli |
| 2015 | ICAISC | Adaptation of RBM Learning for Intel MIC Architecture. | Tomasz Olas, Wojciech K. Mleczko, Robert K. Nowicki, Roman Wyrzykowski, Adam Krzyzak |
| 2015 | ICAISC | Can We Process 2D Images Using Artificial Bee Colony? | Marcin Wozniak, Dawid Polap, Marcin Gabryel, Robert K. Nowicki, Christian Napoli, Emiliano Tramontana |
| 2015 | IJCNN | Novel approach toward medical signals classifier. | Marcin Wozniak, Dawid Polap, Robert K. Nowicki, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana |
| 2015 | PPAM | Adaptation of Deep Belief Networks to Modern Multicore Architectures. | Tomasz Olas, Wojciech K. Mleczko, Robert K. Nowicki, Roman Wyrzykowski |
| 2014 | ICAISC | The Learning of Neuro-Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Datasets. | Bartosz A. Nowak, Robert K. Nowicki, Janusz T. Starczewski, Antonino Marvuglia |
| 2014 | ICAISC | On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue. | Marcin Wozniak, Wojciech M. Kempa, Marcin Gabryel, Robert K. Nowicki, Zhifei Shao |
| 2014 | IJCNN | The learning of neuro-fuzzy approximator with fuzzy rough sets in case of missing features. | Robert K. Nowicki, Bartosz A. Nowak, Janusz T. Starczewski, Krzysztof Cpalka |
| 2013 | ICAISC | Genetic Cost Optimization of the GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy. | Marcin Gabryel, Robert K. Nowicki, Marcin Wozniak, Wojciech M. Kempa |
| 2013 | ICAISC | A New Method of Improving Classification Accuracy of Decision Tree in Case of Incomplete Samples. | Bartosz A. Nowak, Robert K. Nowicki, Wojciech K. Mleczko |
| 2013 | ICAISC | Modified Merge Sort Algorithm for Large Scale Data Sets. | Marcin Wozniak, Zbigniew Marszalek, Marcin Gabryel, Robert K. Nowicki |
| 2011 | PPAM | Learning in Rough-Neuro-Fuzzy System for Data with Missing Values. | Bartosz A. Nowak, Robert K. Nowicki |