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Łukasz Wróbel
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Application of rule induction algorithms for analysis of data collected by seismic hazard monitoring systems in coal mines
M Sikora
Archives of Mining Sciences 55 (1), 91-114, 2010
822010
A framework for learning and embedding multi-sensor forecasting models into a decision support system: A case study of methane concentration in coal mines
D Ślęzak, M Grzegorowski, A Janusz, M Kozielski, SH Nguyen, M Sikora, ...
Information Sciences 451, 112-133, 2018
692018
Predicting seismic events in coal mines based on underground sensor measurements
A Janusz, M Grzegorowski, M Michalak, Ł Wróbel, M Sikora, D Ślęzak
Engineering Applications of Artificial Intelligence 64, 83-94, 2017
462017
GuideR: A guided separate-and-conquer rule learning in classification, regression, and survival settings
M Sikora, Ł Wróbel, A Gudyś
Knowledge-Based Systems 173, 1-14, 2019
432019
Application of rule-based models for seismic hazard prediction in coal mines
J Kabiesz, B Sikora, M Sikora, Ł Wróbel
Acta Montanistica Slovaca, 262-277, 2013
382013
Rule quality measures settings in classification, regression and survival rule induction—an empirical approach
Ł Wróbel, M Sikora, M Michalak
Fundamenta Informaticae 149 (4), 419-449, 2016
372016
Data-driven adaptive selection of rule quality measures for improving rule induction and filtration algorithms
M Sikora, Ł Wróbel
International Journal of General Systems 42 (6), 594-613, 2013
332013
Mining data from coal mines: IJCRS’15 data challenge
A Janusz, M Sikora, Ł Wróbel, S Stawicki, M Grzegorowski, P Wojtas, ...
Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 15th …, 2015
292015
Data-driven adaptive selection of rules quality measures for improving the rules induction algorithm
M Sikora, Ł Wróbel
Rough Sets, Fuzzy Sets, Data Mining and Granular Computing: 13th …, 2011
282011
Energy consumption forecasting for the digital-twin model of the building
J Henzel, Ł Wróbel, M Fice, M Sikora
Energies 15 (12), 4318, 2022
262022
DISESOR-decision support system for mining industry
M Kozielski, M Sikora, Ł Wróbel
2015 Federated Conference on Computer Science and Information Systems …, 2015
262015
RuleKit: A comprehensive suite for rule-based learning
A Gudyś, M Sikora, Ł Wróbel
Knowledge-Based Systems 194, 105480, 2020
252020
Learning rule sets from survival data
Ł Wróbel, A Gudyś, M Sikora
BMC bioinformatics 18, 1-13, 2017
212017
Regression rule learning for methane forecasting in coal mines
M Kozielski, A Skowron, Ł Wróbel, M Sikora
Beyond Databases, Architectures and Structures: 11th International …, 2015
202015
Predicting Dangerous Seismic Events: AAIA'16 Data Mining Challenge
A Janusz, D Ślęzak, M Sikora, Ł Wróbel
2016 Federated Conference on Computer Science and Information Systems …, 2016
182016
Influence of outliers introduction on predictive models quality
M Kalisch, M Michalak, M Sikora, Ł Wróbel, P Przystałka
Beyond Databases, Architectures and Structures. Advanced Technologies for …, 2016
162016
Sensor-based predictive maintenance with reduction of false alarms—A case study in heavy industry
M Hermansa, M Kozielski, M Michalak, K Szczyrba, Ł Wróbel, M Sikora
Sensors 22 (1), 226, 2021
132021
Rule quality measure-based induction of unordered sets of regression rules
M Sikora, A Skowron, Ł Wróbel
Artificial Intelligence: Methodology, Systems, and Applications: 15th …, 2012
132012
RuleXAI—A package for rule-based explanations of machine learning model
D Macha, M Kozielski, Ł Wróbel, M Sikora
SoftwareX 20, 101209, 2022
122022
Monitoring and maintenance of a gantry based on a wireless system for measurement and analysis of the vibration level
M SikorA, K Szczyrba, Ł Wróbel, M Michalak
Eksploatacja i Niezawodność 21 (2), 341-350, 2019
122019
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