| 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 | 212 | 2014 |
| Rough set methods for attribute clustering and selection A Janusz, D Ślęzak Applied Artificial Intelligence 28 (3), 220-242, 2014 | 75 | 2014 |
| 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 | 74 | 2018 |
| 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 | 73 | 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 | 66 | 2017 |
| Ensembles of bireducts: towards robust classification and simple representation D Ślęzak, A Janusz International Conference on Future Generation Information Technology, 64-77, 2011 | 63 | 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 | 48 | 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 | 42 | 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 | 40 | 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 | 35 | 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 | 35 | 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 | 33 | 2017 |
| Unsupervised similarity learning from textual data A Janusz, D Ślęzak, HS Nguyen Fundamenta Informaticae 119 (3-4), 319-336, 2012 | 33 | 2012 |
| Applications of approximate reducts to the feature selection problem A Janusz, S Stawicki International Conference on Rough Sets and Knowledge Technology, 45-50, 2011 | 33 | 2011 |
| 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 | 29 | 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 | 27 | 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 | 25 | 2011 |
| Computation of approximate reducts with dynamically adjusted approximation threshold A Janusz, D Ślęzak International Symposium on Methodologies for Intelligent Systems, 19-28, 2015 | 24 | 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 | 24 | 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 | 20 | 2012 |
Dominik SlezakUniversity of Warsaw & QED SoftwareZweryfikowany adres z mimuw.edu.pl
