Andrzej Janusz
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Implementing algorithms of rough set theory and fuzzy rough set theory in the R package “RoughSets”
LS Riza, A Janusz, C Bergmeir, C Cornelis, F Herrera, D Śle, JM Benítez
Information sciences 287, 68-89, 2014
Rough set methods for attribute clustering and selection
A Janusz, D Ślęzak
Applied Artificial Intelligence 28 (3), 220-242, 2014
Improving hearthstone ai by combining mcts and supervised learning algorithms
M Świechowski, T Tajmajer, A Janusz
2018 IEEE conference on computational intelligence and games (CIG), 1-8, 2018
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
Decision bireducts and decision reducts–a comparison
S Stawicki, D Ślęzak, A Janusz, S Widz
International Journal of Approximate Reasoning 84, 75-109, 2017
Ensembles of bireducts: towards robust classification and simple representation
D Ślęzak, A Janusz
International Conference on Future Generation Information Technology, 64-77, 2011
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
RSCTC’2010 discovery challenge: Mining DNA microarray data for medical diagnosis and treatment
M Wojnarski, A Janusz, HS Nguyen, J Bazan, CJ Luo, Z Chen, F Hu, ...
Rough Sets and Current Trends in Computing: 7th International Conference …, 2010
Cost optimization for big data workloads based on dynamic scheduling and cluster-size tuning
M Grzegorowski, E Zdravevski, A Janusz, P Lameski, C Apanowicz, ...
Big Data Research 25, 100203, 2021
IEEE BigData 2019 cup: Suspicious network event recognition
A Janusz, D Kałuza, A Chądzyńska-Krasowska, B Konarski, J Holland, ...
2019 IEEE International Conference on Big Data (Big Data), 5881-5887, 2019
Tagging Firefighter Activities at the emergency scene: Summary of AAIA'15 data mining competition at knowledge pit
M Meina, A Janusz, K Rykaczewski, D Ślęzak, B Celmer, A Krasuski
2015 Federated Conference on Computer Science and Information Systems …, 2015
Helping ai to play hearthstone: Aaia'17 data mining challenge
A Janusz, T Tajmajer, M Świechowski
2017 Federated Conference on Computer Science and Information Systems …, 2017
Applications of approximate reducts to the feature selection problem
A Janusz, S Stawicki
International Conference on Rough Sets and Knowledge Technology, 45-50, 2011
Unsupervised similarity learning from textual data
A Janusz, D Ślęzak, HS Nguyen
Fundamenta Informaticae 119 (3-4), 319-336, 2012
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
Clustering of rough set related documents with use of knowledge from DBpedia
M Szczuka, A Janusz, K Herba
International Conference on Rough Sets and Knowledge Technology, 394-403, 2011
Semantic analytics of PubMed content
D Ślęzak, A Janusz, W Świeboda, HS Nguyen, JG Bazan, A Skowron
Symposium of the Austrian HCI and Usability Engineering Group, 63-74, 2011
Computation of approximate reducts with dynamically adjusted approximation threshold
A Janusz, D Ślęzak
International Symposium on Methodologies for Intelligent Systems, 19-28, 2015
Interactive document indexing method based on explicit semantic analysis
A Janusz, W Świeboda, A Krasuski, HS Nguyen
International Conference on Rough Sets and Current Trends in Computing, 156-165, 2012
Utilization of attribute clustering methods for scalable computation of reducts from high-dimensional data
A Janusz, D Ślęzak
2012 Federated Conference on Computer Science and Information Systems …, 2012
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