Marcin Michalak

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 20

Top Topics

Music Genre Classification

Outlier Detection

Top Venues

Fundam. Informaticae

Publications

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) (2022)
Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas
Outlier Detection in Network Traffic Monitoring. ICPRAM (2021)
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)
Marcin Michalak, Jesús S. Aguilar-Ruiz
Boolean Reasoning-Based Biclustering for Shifting Pattern Extraction. CoRR (2021)
Marcin Michalak
Induction of Centre-Based Biclusters in Terms of Boolean Reasoning. ICMMI (2019)
Andrzej Bialas, Marcin Michalak, Barbara Flisiuk
Anomaly Detection in Network Traffic Security Assurance. DepCoS-RELCOMEX (2019)
Marcin Michalak, Dominik Slezak
On Boolean Representation of Continuous Data Biclustering. Fundam. Informaticae 167 (3) (2019)
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)
Marcin Michalak, Dominik Slezak
Boolean Representation for Exact Biclustering. Fundam. Informaticae 161 (3) (2018)
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)
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)
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 (2017)
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)
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)
Lukasz Wróbel, Marek Sikora, Marcin Michalak
Rule Quality Measures Settings in Classification, Regression and Survival Rule Induction - an Empirical Approach. Fundam. Informaticae 149 (4) (2016)
Mateusz Kalisch, Marcin Michalak, Piotr Przystalka, Marek Sikora, Lukasz Wróbel
Outlier Detection and Elimination in Stream Data - An Experimental Approach. IJCRS (2016)
Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wróbel, Piotr Przystalka
Influence of Outliers Introduction on Predictive Models Quality. BDAS (2016)
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)
Marcin Michalak, Beata Sikora, Jurand Sobczyk
Diagnostic Model for Longwall Conveyor Engines. ICMMI (2015)
Marcin Michalak, Marek Sikora, Lukasz Wróbel
Rule quality measures settings in a sequential covering rule induction algorithm - an empirical approach. FedCSIS (2015)
Marcin Michalak, Karolina Nurzynska
Advanced Oblique Rule Generating Based on PCA. ICAISC (1) (2014)
Marcin Michalak, Magdalena Lachor, Andrzej Polanski
HiBi - The Algorithm of Biclustering the Discrete Data. ICAISC (2) (2014)
Marcin Michalak, Magdalena Stawarz
HRoBi - The Algorithm for Hierarchical Rough Biclustering. ICAISC (2) (2013)
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)
Marcin Michalak, Vladik Kreinovich
Is it Possible to Have a Feasible Enclosure-Computing Method Which Is Independent of the Equivalent Form? Reliab. Comput. 18 (2013)
Marcin Michalak, Karolina Nurzynska
PCA Based Oblique Decision Rules Generating. ICANNGA (2013)
Marcin Michalak, Marek Sikora, Patryk Ziarnik
ORG - Oblique Rules Generator. ICAISC (2) (2012)
Magdalena Stawarz, Marcin Michalak
eBi - The Algorithm for Exact Biclustering. ICAISC (2) (2012)
Marcin Michalak, Karolina Nurzynska, Andrzej Pytlik, Krzysztof Paczesniowski
Analysis of Deformation of Mining Chains Based on Motion Tracking. ISVC (2) (2012)
Marcin Michalak
Foundations of Rough Biclustering. ICAISC (2) (2012)
Marcin Michalak, Magdalena Stawarz
Generating and Postprocessing of Biclusters from Discrete Value Matrices. ICCCI (1) (2011)
Marek Sikora, Marcin Michalak, Beata Sikora
Approximation of a Coal Mass by an Ultrasonic Sensor Using Regression Rules. PReMI (2011)
Marcin Michalak
Rough Numbers and Rough Regression. RSFDGrC (2011)
Marcin Michalak
Adaptive kernel approach to the time series prediction. Pattern Anal. Appl. 14 (3) (2011)
Marcin Michalak, Sebastian Iwaszenko, Krzysztof Wierzchowski
Mining for Mining - Application of Data Mining Tools for Coal Postprocessing Modelling. ACIIDS Posters (2011)
Marcin Michalak, Adam Switonski
Spectrum Evaluation on Multispectral Images by Machine Learning Techniques. ICCVG (2) (2010)
Adam Switonski, Marcin Michalak, Henryk Josinski, Konrad W. Wojciechowski
Detection of Tumor Tissue Based on the Multispectral Imaging. ICCVG (2) (2010)
Marcin Michalak, Marek Sikora
Decision Rule Based Data Models Using NetTRS System Overview. Trans. Rough Sets 9 (2008)
Mariette Barthelemy, Antal Bulanza, Fabrice Clari, Thomas Dietz, Nadine Levy, Marcin Michalak, Sathya Rao, Szabolcs Szigeti, Paul van Binst
EUROLABS european distributed NGN laboratories. TRIDENTCOM (2006)
Marek Sikora, Marcin Michalak
NetTRS - Induction and Postprocessing of Decision Rules. RSCTC (2006)
Marcin Michalak, Torsten Braun
Common Gateway Architecture for Mobile Ad-Hoc Networks. WONS (2005)