Marcin Michalak
Orcid: 0000-0001-9979-8208Affiliations:
- Silesian University of Technology, Gliwice, Poland
According to our database1,
Marcin Michalak
authored at least 53 papers
between 2006 and 2024.
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Bibliography
2024
IMCP: A Python package for imbalanced and multiclass data classifier performance comparison.
SoftwareX, 2024
2023
Symmetry, November, 2023
Sensors, March, 2023
Proceedings of the Rough Sets - International Joint Conference, 2023
Cybersecurity Threat Detection in the Behavior of IoT Devices: Analysis of Data Mining Competition Results.
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.
Sensors, 2022
Knowl. Inf. Syst., 2022
Acta Informatica, 2022
Dataset Generation Framework for Evaluation of IoT Linux Host-Based Intrusion Detection Systems.
Proceedings of the IEEE International Conference on Big Data, 2022
2021
Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021
2020
Int. J. Appl. Math. Comput. Sci., 2020
2019
Fundam. Informaticae, 2019
Proceedings of the 14th International Conference on Software Technologies, 2019
Proceedings of the Man-Machine Interactions 6, 2019
Proceedings of the Engineering in Dependability of Computer Systems and Networks, 2019
2018
The Use of Distributed Data Storage and Processing Systems in Bioinformatic Data Analysis.
Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018
2017
Eng. Appl. Artif. Intell., 2017
A Data Warehouse as an Indispensable Tool to Determine the Effectiveness of the Use of the Longwall Shearer.
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.
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.
Fundam. Informaticae, 2016
Proceedings of the Rough Sets - International Joint Conference, 2016
Data Intensive vs Sliding Window Outlier Detection in the Stream Data - An Experimental Approach.
Proceedings of the Artificial Intelligence and Soft Computing, 2016
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016
Proceedings of the Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery, 2016
2015
Proceedings of the Man-Machine Interactions 4, 2015
Rule quality measures settings in a sequential covering rule induction algorithm - an empirical approach.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015
2014
Proceedings of the Artificial Intelligence and Soft Computing, 2014
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?
Reliab. Comput., 2013
Influence of Low-Level Features Extracted from Rhythmic and Harmonic Sections on Music Genre Classification.
Proceedings of the Man-Machine Interactions 3, 2013
Proceedings of the Adaptive and Natural Computing Algorithms, 2013
Proceedings of the Artificial Intelligence and Soft Computing, 2013
2012
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012
Proceedings of the Artificial Intelligence and Soft Computing, 2012
Proceedings of the Artificial Intelligence and Soft Computing, 2012
Proceedings of the Artificial Intelligence and Soft Computing, 2012
2011
Proceedings of the Computer Recognition Systems 4, 2011
Proceedings of the Computer Recognition Systems 4, 2011
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011
Proceedings of the Pattern Recognition and Machine Intelligence, 2011
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011
Mining for Mining - Application of Data Mining Tools for Coal Postprocessing Modelling.
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
Proceedings of the Computer Vision and Graphics - International Conference, 2010
Proceedings of the Computer Vision and Graphics - International Conference, 2010
2009
Proceedings of the Computer Recognition Systems 3, 2009
2008
Trans. Rough Sets, 2008
2006
Proceedings of the Rough Sets and Current Trends in Computing, 2006