| Predicting seismic events in coal mines based on underground sensor measurements A Janusz, M Grzegorowski, M Michalak, Ł Wróbel, M Sikora, D Ślęzak Engineering Applications of Artificial Intelligence 64, 83–94, 2017 | 46 | 2017 |
| A data warehouse as an indispensable tool to determine the effectiveness of the use of the longwall shearer J Brodny, M Tutak, M Michalak Beyond Databases, Architectures and Structures. Towards Efficient Solutions …, 2017 | 40 | 2017 |
| Rule Quality Measures Settings in Classification, Regression and Survival Rule Induction—an Empirical Approach Ł Wróbel, M Sikora, M Michalak Fundamenta Informaticae 149 (4), 419-449, 2016 | 37 | 2016 |
| The use of the TGŚP module as a database to identify breaks in the work of mining machinery J Brodny, M Tutak, M Michalak Beyond Databases, Architectures and Structures. Towards Efficient Solutions …, 2017 | 30 | 2017 |
| Support Vector Machines in Biomedical and Biometrical Applications KA Cyran, J Kawulok, M Kawulok, M Stawarz, M Michalak, M Pietrowska, ... Emerging Paradigms in Machine Learning, 379-417, 2013 | 24 | 2013 |
| Anomaly Detection in Network Traffic Security Assurance A Białas, M Michalak, B Flisiuk Advances in Intelligent Systems and Computing 987, 46-56, 2020 | 18 | 2020 |
| Analysis of the Longwall Convweyor Chain Based on a Harmonic Analysis M Michalak, M Sikora, J Sobczyk Eksploatacja i Niezawodnosc - Maintanance and Reliability 15 (4), 332, 2013 | 17 | 2013 |
| Influence of outliers introduction on predictive models quality M Kalisch, M Michalak, M Sikora, Ł Wróbel, P Przystałka International Conference: Beyond Databases, Architectures and Structures, 79-93, 2016 | 16 | 2016 |
| Diagnostic model for longwall conveyor engines M Michalak, B Sikora, J Sobczyk Man–Machine Interactions 4: 4th International Conference on Man–Machine …, 2016 | 14 | 2016 |
| Sensor-Based Predictive Maintenance with Reduction of False Alarms - A Case Study in Heavy Industry M Hermansa, M Kozielski, M Michalak, K Szczyrba, Ł Wróbel, M Sikora Sensors 22 (1), 226, 2022 | 12 | 2022 |
| Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability Ł Wawrowski, M Michalak, A Białas, R Kurianowicz, M Sikora, ... Procedia Computer Science 192, 2259–2268, 2021 | 12 | 2021 |
| Monitoring and maintenance of a gantry based on a wireless system for measurement and analysis of the vibration level M Sikora, K Szczyrba, Ł Wróbel, M Michalak Eksploatacja i Niezawodnosc - Maintenance and Reliability 21 (2), 341-350, 2019 | 12 | 2019 |
| Detection of tumor tissue based on the multispectral imaging A Świtoński, M Michalak, H Josiński, K Wojciechowski International conference on computer vision and graphics, 325-333, 2010 | 12 | 2010 |
| Boolean Representation for Exact Biclustering M Michalak, D Ślęzak Fundamenta Informaticae 161 (3), 275-297, 2018 | 11 | 2018 |
| Rule quality measures settings in a sequential covering rule induction algorithm-an empirical approach M Michalak, M Sikora, Ł Wróbel 2015 Federated Conference on Computer Science and Information Systems …, 2015 | 11 | 2015 |
| On Boolean Representation of Continuous Data Biclustering M Michalak, D Ślęzak Fundamenta Informaticae 167 (3), 193-217, 2019 | 10 | 2019 |
| Influence of Low-Level Features Extracted from Rhythmic and Harmonic Sections on Music Genre Classification A Rosner, F Weninger, B Schuller, M Michalak, B Kostek Man-Machine Interactions 3, 467-473, 2014 | 9 | 2014 |
| Central threat register – a complex system for risk analysis and decision support in railway transport M Michalak, W Górka, J Bagiński, D Rogowski, T Socha, Michał, Stęclik, ... IET Intelligent Transport Systems 14 (8), 970-981, 2020 | 8 | 2020 |
| Heuristic Search of Exact Biclusters in Binary Data M Michalak, R Jaksik, D Ślęzak International Journal of Applied Mathematics and Computer Science 30 (1 …, 2020 | 8 | 2020 |
| HRoBi–the algorithm for hierarchical rough biclustering M Michalak, M Stawarz Artificial Intelligence and Soft Computing: 12th International Conference …, 2013 | 8 | 2013 |
Marek SikoraSilesian University of Technology; Institute of Innovative Technologies - associate professorVerified email at polsl.pl
