Marcin Michalak

According to our database, Marcin Michalak authored at least 56 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Special Issue: Machine Learning and Data Analysis II.

Marcin Michalak

Symmetry, 2025

2024

Searching for Continuous n-Clusters with Boolean Reasoning.

Marcin Michalak

Symmetry, 2024

IMCP: A Python package for imbalanced and multiclass data classifier performance comparison.

Jesús S. Aguilar-Ruiz, Marcin Michalak, Lukasz Wróbel

SoftwareX, 2024

Triclustering based on Boolean reasoning - a proof-of-concept.

Marcin Michalak

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

2023

Shifting Pattern Biclustering and Boolean Reasoning Symmetry.

Marcin Michalak, Jesús S. Aguilar-Ruiz

Symmetry, November, 2023

Special Issue: Machine Learning and Data Analysis.

Marcin Michalak

Symmetry, July, 2023

Anomaly Detection Module for Network Traffic Monitoring in Public Institutions.

Lukasz Wawrowski, Andrzej Bialas, Adrian Kajzer, Artur Kozlowski, Rafal Kurianowicz, Marek Sikora, Agnieszka Szymanska-Kwiecien, Mariusz Uchronski, Milosz Bialczak, Maciej Olejnik, Marcin Michalak

Sensors, March, 2023

A New Data Model for Behavioral Based Anomaly Detection in IoT Device Monitoring.

Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Maksym Brzeczek, Marek Hermansa, Iwona Kostorz, Lukasz Wawrowski, Michal Czerwinski

Proceedings of the Rough Sets - International Joint Conference, 2023

Cybersecurity Threat Detection in the Behavior of IoT Devices: Analysis of Data Mining Competition Results.

Michal Czerwinski, Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Daniel Iwanicki, Iwona Kostorz, Maksym Brzeczek, Andrzej Janusz, Marek Hermansa, Lukasz Wawrowski, Artur Kozlowski

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

2022

Sensor-Based Predictive Maintenance with Reduction of False Alarms - A Case Study in Heavy Industry.

Marek Hermansa, Michal Kozielski, Marcin Michalak, Krzysztof Szczyrba, Lukasz Wróbel, Marek Sikora

Sensors, 2022

Theoretical backgrounds of Boolean reasoning-based binary n-clustering.

Marcin Michalak

Knowl. Inf. Syst., 2022

Hierarchical heuristics for Boolean-reasoning-based binary bicluster induction.

Marcin Michalak

Acta Informatica, 2022

Multiclass Classification Performance Curve.

Jesús S. Aguilar-Ruiz, Marcin Michalak

IEEE Access, 2022

Dataset Generation Framework for Evaluation of IoT Linux Host-Based Intrusion Detection Systems.

Blazej Adamczyk, Maksym Brzeczek, Marcin Michalak, Iwona Kostorz, Lukasz Wawrowski, Marek Hermansa, Michal Czerwinski, Antoni Jamiolkowski

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Boolean Reasoning-Based Biclustering for Shifting Pattern Extraction.

Marcin Michalak, Jesús S. Aguilar-Ruiz

CoRR, 2021

Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability.

Lukasz Wawrowski, Marcin Michalak, Andrzej Bialas, Rafal Kurianowicz, Marek Sikora, Mariusz Uchronski, Adrian Kajzer

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Outlier Detection in Network Traffic Monitoring.

Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas

Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021

2020

Heuristic Search of Exact Biclusters in Binary Data.

Marcin Michalak, Roman Jaksik, Dominik Slezak

Int. J. Appl. Math. Comput. Sci., 2020

2019

On Boolean Representation of Continuous Data Biclustering.

Marcin Michalak, Dominik Slezak

Fundam. Informaticae, 2019

Cloud Decision Support System for Risk Management in Railway Transportation.

Wojciech Górka, Jacek Baginski, Michal Socha, Tomasz Steclik, Dawid Lesniak, Marek Wojtas, Barbara Flisiuk, Marcin Michalak

Proceedings of the 14th International Conference on Software Technologies, 2019

Induction of Centre-Based Biclusters in Terms of Boolean Reasoning.

Marcin Michalak

Proceedings of the Man-Machine Interactions 6, 2019

Anomaly Detection in Network Traffic Security Assurance.

Andrzej Bialas, Marcin Michalak, Barbara Flisiuk

Proceedings of the Engineering in Dependability of Computer Systems and Networks, 2019

2018

Boolean Representation for Exact Biclustering.

Marcin Michalak, Dominik Slezak

Fundam. Informaticae, 2018

The Use of Distributed Data Storage and Processing Systems in Bioinformatic Data Analysis.

Michal Bochenek, Kamil Folkert, Roman Jaksik, Michal Krzeslak, Marcin Michalak, Marek Sikora, Tomasz Steclik, Lukasz Wróbel

Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018

2017

Predicting seismic events in coal mines based on underground sensor measurements.

Andrzej Janusz, Marek Grzegorowski, Marcin Michalak, Lukasz Wróbel, Marek Sikora, Dominik Slezak

Eng. Appl. Artif. Intell., 2017

A Data Warehouse as an Indispensable Tool to Determine the Effectiveness of the Use of the Longwall Shearer.

Jaroslaw Brodny, Magdalena Tutak, Marcin Michalak

Proceedings of the Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation, 2017

The Use of the TGŚP Module as a Database to Identify Breaks in the Work of Mining Machinery.

Jaroslaw Brodny, Magdalena Tutak, Marcin Michalak

Proceedings of the Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation, 2017

2016

Rule Quality Measures Settings in Classification, Regression and Survival Rule Induction - an Empirical Approach.

Lukasz Wróbel, Marek Sikora, Marcin Michalak

Fundam. Informaticae, 2016

Outlier Detection and Elimination in Stream Data - An Experimental Approach.

Mateusz Kalisch, Marcin Michalak, Piotr Przystalka, Marek Sikora, Lukasz Wróbel

Proceedings of the Rough Sets - International Joint Conference, 2016

Data Intensive vs Sliding Window Outlier Detection in the Stream Data - An Experimental Approach.

Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wróbel, Piotr Przystalka

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Application of RapidMiner and R Environments to Dangerous Seismic Events Prediction.

Marcin Michalak, Katarzyna Dusza, Dominik Korda, Krzysztof Kozlowski, Bartlomiej Szwej, Michal Kozielski, Marek Sikora, Lukasz Wróbel

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Influence of Outliers Introduction on Predictive Models Quality.

Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wróbel, Piotr Przystalka

Proceedings of the Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery, 2016

2015

Diagnostic Model for Longwall Conveyor Engines.

Marcin Michalak, Beata Sikora, Jurand Sobczyk

Proceedings of the Man-Machine Interactions 4, 2015

Rule quality measures settings in a sequential covering rule induction algorithm - an empirical approach.

Marcin Michalak, Marek Sikora, Lukasz Wróbel

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

2014

Advanced Oblique Rule Generating Based on PCA.

Marcin Michalak, Karolina Nurzynska

Proceedings of the Artificial Intelligence and Soft Computing, 2014

HiBi - The Algorithm of Biclustering the Discrete Data.

Marcin Michalak, Magdalena Lachor, Andrzej Polanski

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

Is it Possible to Have a Feasible Enclosure-Computing Method Which Is Independent of the Equivalent Form?

Marcin Michalak, Vladik Kreinovich

Reliab. Comput., 2013

Influence of Low-Level Features Extracted from Rhythmic and Harmonic Sections on Music Genre Classification.

Aldona Rosner, Felix Weninger, Björn W. Schuller, Marcin Michalak, Bozena Kostek

Proceedings of the Man-Machine Interactions 3, 2013

PCA Based Oblique Decision Rules Generating.

Marcin Michalak, Karolina Nurzynska

Proceedings of the Adaptive and Natural Computing Algorithms, 2013

HRoBi - The Algorithm for Hierarchical Rough Biclustering.

Marcin Michalak, Magdalena Stawarz

Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

Analysis of Deformation of Mining Chains Based on Motion Tracking.

Marcin Michalak, Karolina Nurzynska, Andrzej Pytlik, Krzysztof Paczesniowski

Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

eBi - The Algorithm for Exact Biclustering.

Magdalena Stawarz, Marcin Michalak

Proceedings of the Artificial Intelligence and Soft Computing, 2012

ORG - Oblique Rules Generator.

Marcin Michalak, Marek Sikora, Patryk Ziarnik

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Foundations of Rough Biclustering.

Marcin Michalak

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011

Kernel Postprocessing of Multispectral Images.

Marcin Michalak, Adam Switonski

Proceedings of the Computer Recognition Systems 4, 2011

Time Series Prediction with Periodic Kernels.

Marcin Michalak

Proceedings of the Computer Recognition Systems 4, 2011

Adaptive kernel approach to the time series prediction.

Marcin Michalak

Pattern Anal. Appl., 2011

Rough Numbers and Rough Regression.

Marcin Michalak

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

Approximation of a Coal Mass by an Ultrasonic Sensor Using Regression Rules.

Marek Sikora, Marcin Michalak, Beata Sikora

Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Generating and Postprocessing of Biclusters from Discrete Value Matrices.

Marcin Michalak, Magdalena Stawarz

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

Mining for Mining - Application of Data Mining Tools for Coal Postprocessing Modelling.

Marcin Michalak, Sebastian Iwaszenko, Krzysztof Wierzchowski

Proceedings of the New Challenges for Intelligent Information and Database Systems [original works presented during a poster session organized within the 3rd Asian Conference on Intelligent Information and Database Systems, 2011

2010

Detection of Tumor Tissue Based on the Multispectral Imaging.

Adam Switonski, Marcin Michalak, Henryk Josinski, Konrad W. Wojciechowski

Proceedings of the Computer Vision and Graphics - International Conference, 2010

Spectrum Evaluation on Multispectral Images by Machine Learning Techniques.

Marcin Michalak, Adam Switonski

Proceedings of the Computer Vision and Graphics - International Conference, 2010

2009

Time Series Prediction Using New Adaptive Kernel Estimators.

Marcin Michalak

Proceedings of the Computer Recognition Systems 3, 2009

2008

Decision Rule Based Data Models Using NetTRS System Overview.

Marcin Michalak, Marek Sikora

Trans. Rough Sets, 2008

2006

NetTRS - Induction and Postprocessing of Decision Rules.

Marek Sikora, Marcin Michalak

Proceedings of the Rough Sets and Current Trends in Computing, 2006