Marcin Michalak

57 papers B 4C 5Journal 19Unranked 26

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Information Granulation for Hierarchical Feature Selection in Detection of Anomalies in IoT Devices. IEEE Big Data Lukasz Wawrowski, Konrad Chwelatiuk, Marcin Michalak, Iwona Kostorz, Dominik Slezak, Piotr Biczyk, Blazej Adamczyk, Maksym Brzeczek
2025	J	`jnl`	Special Issue: Machine Learning and Data Analysis II. Symmetry Marcin Michalak
2024	J	`jnl`	IMCP: A Python package for imbalanced and multiclass data classifier performance comparison. SoftwareX Jesús S. Aguilar-Ruiz, Marcin Michalak, Lukasz Wróbel
2024	J	`jnl`	Searching for Continuous n-Clusters with Boolean Reasoning. Symmetry Marcin Michalak
2024	B	`conf`	Triclustering based on Boolean reasoning - a proof-of-concept. KES Marcin Michalak
2023	—	`conf`	A New Data Model for Behavioral Based Anomaly Detection in IoT Device Monitoring. IJCRS Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Maksym Brzeczek, Marek Hermansa, Iwona Kostorz, Lukasz Wawrowski, Michal Czerwinski
2023	J	`jnl`	Anomaly Detection Module for Network Traffic Monitoring in Public Institutions. Sensors Lukasz Wawrowski, Andrzej Bialas, Adrian Kajzer, Artur Kozlowski, Rafal Kurianowicz, Marek Sikora, Agnieszka Szymanska-Kwiecien, Mariusz Uchronski, Milosz Bialczak, Maciej Olejnik, Marcin Michalak
2023	C	`conf`	Cybersecurity Threat Detection in the Behavior of IoT Devices: Analysis of Data Mining Competition Results. FedCSIS Michal Czerwinski, Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Daniel Iwanicki, Iwona Kostorz, Maksym Brzeczek, Andrzej Janusz, Marek Hermansa, Lukasz Wawrowski, Artur Kozlowski
2023	J	`jnl`	Shifting Pattern Biclustering and Boolean Reasoning Symmetry. Symmetry Marcin Michalak, Jesús S. Aguilar-Ruiz
2023	J	`jnl`	Special Issue: Machine Learning and Data Analysis. Symmetry Marcin Michalak
2022	B	`conf`	Dataset Generation Framework for Evaluation of IoT Linux Host-Based Intrusion Detection Systems. IEEE Big Data Blazej Adamczyk, Maksym Brzeczek, Marcin Michalak, Iwona Kostorz, Lukasz Wawrowski, Marek Hermansa, Michal Czerwinski, Antoni Jamiolkowski
2022	J	`jnl`	Hierarchical heuristics for Boolean-reasoning-based binary bicluster induction. Acta Informatica Marcin Michalak
2022	J	`jnl`	Multiclass Classification Performance Curve. IEEE Access Jesús S. Aguilar-Ruiz, Marcin Michalak
2022	J	`jnl`	Sensor-Based Predictive Maintenance with Reduction of False Alarms - A Case Study in Heavy Industry. Sensors Marek Hermansa, Michal Kozielski, Marcin Michalak, Krzysztof Szczyrba, Lukasz Wróbel, Marek Sikora
2022	J	`jnl`	Theoretical backgrounds of Boolean reasoning-based binary n-clustering. Knowl. Inf. Syst. Marcin Michalak
2021	J	`jnl`	Boolean Reasoning-Based Biclustering for Shifting Pattern Extraction. CoRR Marcin Michalak, Jesús S. Aguilar-Ruiz
2021	B	`conf`	Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability. KES Lukasz Wawrowski, Marcin Michalak, Andrzej Bialas, Rafal Kurianowicz, Marek Sikora, Mariusz Uchronski, Adrian Kajzer
2021	C	`conf`	Outlier Detection in Network Traffic Monitoring. ICPRAM Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas
2020	J	`jnl`	Heuristic Search of Exact Biclusters in Binary Data. Int. J. Appl. Math. Comput. Sci. Marcin Michalak, Roman Jaksik, Dominik Slezak
2019	—	`conf`	Anomaly Detection in Network Traffic Security Assurance. DepCoS-RELCOMEX Andrzej Bialas, Marcin Michalak, Barbara Flisiuk
2019	C	`conf`	Cloud Decision Support System for Risk Management in Railway Transportation. ICSOFT Wojciech Górka, Jacek Baginski, Michal Socha, Tomasz Steclik, Dawid Lesniak, Marek Wojtas, Barbara Flisiuk, Marcin Michalak
2019	—	`conf`	Induction of Centre-Based Biclusters in Terms of Boolean Reasoning. ICMMI Marcin Michalak
2019	J	`jnl`	On Boolean Representation of Continuous Data Biclustering. Fundam. Informaticae Marcin Michalak, Dominik Slezak
2018	J	`jnl`	Boolean Representation for Exact Biclustering. Fundam. Informaticae Marcin Michalak, Dominik Slezak
2018	—	`conf`	The Use of Distributed Data Storage and Processing Systems in Bioinformatic Data Analysis. BDAS Michal Bochenek, Kamil Folkert, Roman Jaksik, Michal Krzeslak, Marcin Michalak, Marek Sikora, Tomasz Steclik, Lukasz Wróbel
2017	—	`conf`	A Data Warehouse as an Indispensable Tool to Determine the Effectiveness of the Use of the Longwall Shearer. BDAS Jaroslaw Brodny, Magdalena Tutak, Marcin Michalak
2017	J	`jnl`	Predicting seismic events in coal mines based on underground sensor measurements. Eng. Appl. Artif. Intell. Andrzej Janusz, Marek Grzegorowski, Marcin Michalak, Lukasz Wróbel, Marek Sikora, Dominik Slezak
2017	—	`conf`	The Use of the TGŚP Module as a Database to Identify Breaks in the Work of Mining Machinery. BDAS Jaroslaw Brodny, Magdalena Tutak, Marcin Michalak
2016	C	`conf`	Application of RapidMiner and R Environments to Dangerous Seismic Events Prediction. FedCSIS Marcin Michalak, Katarzyna Dusza, Dominik Korda, Krzysztof Kozlowski, Bartlomiej Szwej, Michal Kozielski, Marek Sikora, Lukasz Wróbel
2016	—	`conf`	Data Intensive vs Sliding Window Outlier Detection in the Stream Data - An Experimental Approach. ICAISC (2) Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wróbel, Piotr Przystalka
2016	—	`conf`	Influence of Outliers Introduction on Predictive Models Quality. BDAS Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wróbel, Piotr Przystalka
2016	—	`conf`	Outlier Detection and Elimination in Stream Data - An Experimental Approach. IJCRS Mateusz Kalisch, Marcin Michalak, Piotr Przystalka, Marek Sikora, Lukasz Wróbel
2016	J	`jnl`	Rule Quality Measures Settings in Classification, Regression and Survival Rule Induction - an Empirical Approach. Fundam. Informaticae Lukasz Wróbel, Marek Sikora, Marcin Michalak
2015	—	`conf`	Diagnostic Model for Longwall Conveyor Engines. ICMMI Marcin Michalak, Beata Sikora, Jurand Sobczyk
2015	C	`conf`	Rule quality measures settings in a sequential covering rule induction algorithm - an empirical approach. FedCSIS Marcin Michalak, Marek Sikora, Lukasz Wróbel
2014	—	`conf`	Advanced Oblique Rule Generating Based on PCA. ICAISC (1) Marcin Michalak, Karolina Nurzynska
2014	—	`conf`	HiBi - The Algorithm of Biclustering the Discrete Data. ICAISC (2) Marcin Michalak, Magdalena Lachor, Andrzej Polanski
2013	—	`conf`	HRoBi - The Algorithm for Hierarchical Rough Biclustering. ICAISC (2) Marcin Michalak, Magdalena Stawarz
2013	—	`conf`	Influence of Low-Level Features Extracted from Rhythmic and Harmonic Sections on Music Genre Classification. ICMMI Aldona Rosner, Felix Weninger, Björn W. Schuller, Marcin Michalak, Bozena Kostek
2013	J	`jnl`	Is it Possible to Have a Feasible Enclosure-Computing Method Which Is Independent of the Equivalent Form? Reliab. Comput. Marcin Michalak, Vladik Kreinovich
2013	—	`conf`	PCA Based Oblique Decision Rules Generating. ICANNGA Marcin Michalak, Karolina Nurzynska
2012	—	`conf`	Analysis of Deformation of Mining Chains Based on Motion Tracking. ISVC (2) Marcin Michalak, Karolina Nurzynska, Andrzej Pytlik, Krzysztof Paczesniowski
2012	—	`conf`	Foundations of Rough Biclustering. ICAISC (2) Marcin Michalak
2012	—	`conf`	ORG - Oblique Rules Generator. ICAISC (2) Marcin Michalak, Marek Sikora, Patryk Ziarnik
2012	—	`conf`	eBi - The Algorithm for Exact Biclustering. ICAISC (2) Magdalena Stawarz, Marcin Michalak
2011	J	`jnl`	Adaptive kernel approach to the time series prediction. Pattern Anal. Appl. Marcin Michalak
2011	—	`conf`	Approximation of a Coal Mass by an Ultrasonic Sensor Using Regression Rules. PReMI Marek Sikora, Marcin Michalak, Beata Sikora
2011	—	`conf`	Generating and Postprocessing of Biclusters from Discrete Value Matrices. ICCCI (1) Marcin Michalak, Magdalena Stawarz
2011	—	`ch.`	Kernel Postprocessing of Multispectral Images. Computer Recognition Systems 4 Marcin Michalak, Adam Switonski
2011	—	`conf`	Mining for Mining - Application of Data Mining Tools for Coal Postprocessing Modelling. ACIIDS Posters Marcin Michalak, Sebastian Iwaszenko, Krzysztof Wierzchowski
2011	—	`conf`	Rough Numbers and Rough Regression. RSFDGrC Marcin Michalak
2011	—	`ch.`	Time Series Prediction with Periodic Kernels. Computer Recognition Systems 4 Marcin Michalak
2010	—	`conf`	Detection of Tumor Tissue Based on the Multispectral Imaging. ICCVG (2) Adam Switonski, Marcin Michalak, Henryk Josinski, Konrad W. Wojciechowski
2010	—	`conf`	Spectrum Evaluation on Multispectral Images by Machine Learning Techniques. ICCVG (2) Marcin Michalak, Adam Switonski
2009	—	`ch.`	Time Series Prediction Using New Adaptive Kernel Estimators. Computer Recognition Systems 3 Marcin Michalak
2008	J	`jnl`	Decision Rule Based Data Models Using NetTRS System Overview. Trans. Rough Sets Marcin Michalak, Marek Sikora
2006	—	`conf`	NetTRS - Induction and Postprocessing of Decision Rules. RSCTC Marek Sikora, Marcin Michalak