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ORCIDMarcin Michalak 0001
Person information
- affiliation: Silesian University of Technology, Gliwice, Poland
Other persons with the same name
- Marcin Michalak 0002 — Telscom, Switzerland
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Journal Articles
- 2024
[j16]Jesús S. Aguilar-Ruiz, Marcin Michalak
, Lukasz Wróbel:
IMCP: A Python package for imbalanced and multiclass data classifier performance comparison. SoftwareX 28: 101877 (2024)- 2023
- [j15]Lukasz Wawrowski, Andrzej Bialas, Adrian Kajzer, Artur Kozlowski, Rafal Kurianowicz, Marek Sikora, Agnieszka Szymanska-Kwiecien, Mariusz Uchronski, Milosz Bialczak, Maciej Olejnik, Marcin Michalak:
Anomaly Detection Module for Network Traffic Monitoring in Public Institutions. Sensors 23(6): 2974 (2023) - [j14]Marcin Michalak:
Special Issue: Machine Learning and Data Analysis. Symmetry 15(7): 1397 (2023) - [j13]Marcin Michalak, Jesús S. Aguilar-Ruiz:
Shifting Pattern Biclustering and Boolean Reasoning Symmetry. Symmetry 15(11): 1977 (2023) - 2022
- [j12]Jesús S. Aguilar-Ruiz, Marcin Michalak:
Multiclass Classification Performance Curve. IEEE Access 10: 68915-68921 (2022) - [j11]Marcin Michalak:
Hierarchical heuristics for Boolean-reasoning-based binary bicluster induction. Acta Informatica 59(6): 673-685 (2022) - [j10]Marcin Michalak:
Theoretical backgrounds of Boolean reasoning-based binary n-clustering. Knowl. Inf. Syst. 64(8): 2171-2188 (2022) - [j9]Marek Hermansa, Michal Kozielski, Marcin Michalak, Krzysztof Szczyrba, Lukasz Wróbel, Marek Sikora:
Sensor-Based Predictive Maintenance with Reduction of False Alarms - A Case Study in Heavy Industry. Sensors 22(1): 226 (2022) - 2020
- [j8]Marcin Michalak, Roman Jaksik, Dominik Slezak:
Heuristic Search of Exact Biclusters in Binary Data. Int. J. Appl. Math. Comput. Sci. 30(1): 161-171 (2020) - 2019
- [j7]Marcin Michalak, Dominik Slezak:
On Boolean Representation of Continuous Data Biclustering. Fundam. Informaticae 167(3): 193-217 (2019) - 2018
- [j6]Marcin Michalak, Dominik Slezak:
Boolean Representation for Exact Biclustering. Fundam. Informaticae 161(3): 275-297 (2018) - 2017
- [j5]Andrzej Janusz, Marek Grzegorowski, Marcin Michalak, Lukasz Wróbel, Marek Sikora, Dominik Slezak:
Predicting seismic events in coal mines based on underground sensor measurements. Eng. Appl. Artif. Intell. 64: 83-94 (2017) - 2016
- [j4]Lukasz Wróbel, Marek Sikora, Marcin Michalak:
Rule Quality Measures Settings in Classification, Regression and Survival Rule Induction - an Empirical Approach. Fundam. Informaticae 149(4): 419-449 (2016) - 2013
- [j3]Marcin Michalak, Vladik Kreinovich:
Is it Possible to Have a Feasible Enclosure-Computing Method Which Is Independent of the Equivalent Form? Reliab. Comput. 18: 1-8 (2013) - 2011
- [j2]Marcin Michalak:
Adaptive kernel approach to the time series prediction. Pattern Anal. Appl. 14(3): 283-293 (2011) - 2008
- [j1]Marcin Michalak, Marek Sikora:
Decision Rule Based Data Models Using NetTRS System Overview. Trans. Rough Sets 9: 145-156 (2008)
Conference and Workshop Papers
- 2023
- [c33]Michal Czerwinski, Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Daniel Iwanicki, Iwona Kostorz, Maksym Brzeczek, Andrzej Janusz, Marek Hermansa, Lukasz Wawrowski, Artur Kozlowski:
Cybersecurity Threat Detection in the Behavior of IoT Devices: Analysis of Data Mining Competition Results. FedCSIS 2023: 1289-1293 - [c32]Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Maksym Brzeczek, Marek Hermansa, Iwona Kostorz, Lukasz Wawrowski, Michal Czerwinski:
A New Data Model for Behavioral Based Anomaly Detection in IoT Device Monitoring. IJCRS 2023: 599-611 - 2022
- [c31]Blazej Adamczyk, Maksym Brzeczek, Marcin Michalak, Iwona Kostorz, Lukasz Wawrowski, Marek Hermansa, Michal Czerwinski, Antoni Jamiolkowski:
Dataset Generation Framework for Evaluation of IoT Linux Host-Based Intrusion Detection Systems. IEEE Big Data 2022: 6179-6187 - 2021
- [c30]Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas:
Outlier Detection in Network Traffic Monitoring. ICPRAM 2021: 523-530 - [c29]Lukasz Wawrowski, Marcin Michalak, Andrzej Bialas, Rafal Kurianowicz, Marek Sikora, Mariusz Uchronski, Adrian Kajzer:
Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability. KES 2021: 2259-2268 - 2019
- [c28]Andrzej Bialas, Marcin Michalak, Barbara Flisiuk:
Anomaly Detection in Network Traffic Security Assurance. DepCoS-RELCOMEX 2019: 46-56 - [c27]Marcin Michalak:
Induction of Centre-Based Biclusters in Terms of Boolean Reasoning. ICMMI 2019: 239-248 - [c26]Wojciech Górka, Jacek Baginski, Michal Socha, Tomasz Steclik, Dawid Lesniak, Marek Wojtas, Barbara Flisiuk, Marcin Michalak:
Cloud Decision Support System for Risk Management in Railway Transportation. ICSOFT 2019: 475-482 - 2018
- [c25]Michal Bochenek, Kamil Folkert, Roman Jaksik, Michal Krzeslak, Marcin Michalak, Marek Sikora, Tomasz Steclik, Lukasz Wróbel:
The Use of Distributed Data Storage and Processing Systems in Bioinformatic Data Analysis. BDAS 2018: 18-32 - 2017
- [c24]Jaroslaw Brodny, Magdalena Tutak, Marcin Michalak:
The Use of the TGŚP Module as a Database to Identify Breaks in the Work of Mining Machinery. BDAS 2017: 441-452 - [c23]Jaroslaw Brodny, Magdalena Tutak, Marcin Michalak:
A Data Warehouse as an Indispensable Tool to Determine the Effectiveness of the Use of the Longwall Shearer. BDAS 2017: 453-465 - 2016
- [c22]Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wróbel, Piotr Przystalka:
Influence of Outliers Introduction on Predictive Models Quality. BDAS 2016: 79-93 - [c21]Marcin Michalak, Katarzyna Dusza, Dominik Korda, Krzysztof Kozlowski, Bartlomiej Szwej, Michal Kozielski, Marek Sikora, Lukasz Wróbel:
Application of RapidMiner and R Environments to Dangerous Seismic Events Prediction. FedCSIS 2016: 249-252 - [c20]Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wróbel, Piotr Przystalka:
Data Intensive vs Sliding Window Outlier Detection in the Stream Data - An Experimental Approach. ICAISC (2) 2016: 73-87 - [c19]Mateusz Kalisch, Marcin Michalak, Piotr Przystalka, Marek Sikora, Lukasz Wróbel:
Outlier Detection and Elimination in Stream Data - An Experimental Approach. IJCRS 2016: 416-426 - 2015
- [c18]Marcin Michalak, Marek Sikora, Lukasz Wróbel:
Rule quality measures settings in a sequential covering rule induction algorithm - an empirical approach. FedCSIS 2015: 109-118 - [c17]Marcin Michalak, Beata Sikora, Jurand Sobczyk:
Diagnostic Model for Longwall Conveyor Engines. ICMMI 2015: 437-448 - 2014
- [c16]Marcin Michalak, Karolina Nurzynska:
Advanced Oblique Rule Generating Based on PCA. ICAISC (1) 2014: 561-573 - [c15]Marcin Michalak, Magdalena Lachor, Andrzej Polanski:
HiBi - The Algorithm of Biclustering the Discrete Data. ICAISC (2) 2014: 760-771 - 2013
- [c14]Marcin Michalak, Magdalena Stawarz:
HRoBi - The Algorithm for Hierarchical Rough Biclustering. ICAISC (2) 2013: 194-205 - [c13]Marcin Michalak, Karolina Nurzynska:
PCA Based Oblique Decision Rules Generating. ICANNGA 2013: 198-207 - [c12]Aldona Rosner, Felix Weninger, Björn W. Schuller, Marcin Michalak, Bozena Kostek:
Influence of Low-Level Features Extracted from Rhythmic and Harmonic Sections on Music Genre Classification. ICMMI 2013: 467-473 - 2012
- [c11]Marcin Michalak:
Foundations of Rough Biclustering. ICAISC (2) 2012: 144-151 - [c10]Marcin Michalak, Marek Sikora, Patryk Ziarnik:
ORG - Oblique Rules Generator. ICAISC (2) 2012: 152-159 - [c9]Magdalena Stawarz, Marcin Michalak:
eBi - The Algorithm for Exact Biclustering. ICAISC (2) 2012: 327-334 - [c8]Marcin Michalak, Karolina Nurzynska, Andrzej Pytlik, Krzysztof Paczesniowski:
Analysis of Deformation of Mining Chains Based on Motion Tracking. ISVC (2) 2012: 588-596 - 2011
- [c7]Marcin Michalak, Sebastian Iwaszenko, Krzysztof Wierzchowski:
Mining for Mining - Application of Data Mining Tools for Coal Postprocessing Modelling. ACIIDS Posters 2011: 137-146 - [c6]Marcin Michalak, Magdalena Stawarz:
Generating and Postprocessing of Biclusters from Discrete Value Matrices. ICCCI (1) 2011: 103-112 - [c5]Marek Sikora, Marcin Michalak, Beata Sikora:
Approximation of a Coal Mass by an Ultrasonic Sensor Using Regression Rules. PReMI 2011: 345-350 - [c4]Marcin Michalak:
Rough Numbers and Rough Regression. RSFDGrC 2011: 68-71 - 2010
- [c3]Marcin Michalak, Adam Switonski:
Spectrum Evaluation on Multispectral Images by Machine Learning Techniques. ICCVG (2) 2010: 126-133 - [c2]Adam Switonski, Marcin Michalak, Henryk Josinski, Konrad W. Wojciechowski:
Detection of Tumor Tissue Based on the Multispectral Imaging. ICCVG (2) 2010: 325-333 - 2006
- [c1]Marek Sikora, Marcin Michalak:
NetTRS - Induction and Postprocessing of Decision Rules. RSCTC 2006: 378-387
Parts in Books or Collections
- 2011
- [p3]Marcin Michalak:
Time Series Prediction with Periodic Kernels. Computer Recognition Systems 4 2011: 137-146 - [p2]Marcin Michalak, Adam Switonski:
Kernel Postprocessing of Multispectral Images. Computer Recognition Systems 4 2011: 395-401 - 2009
- [p1]Marcin Michalak:
Time Series Prediction Using New Adaptive Kernel Estimators. Computer Recognition Systems 3 2009: 213-220
Informal and Other Publications
- 2021
- [i1]Marcin Michalak, Jesús S. Aguilar-Ruiz:
Boolean Reasoning-Based Biclustering for Shifting Pattern Extraction. CoRR abs/2104.12493 (2021)
Coauthor Index
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