| 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 | 75 | 2018 |
| 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 |
| 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 | 41 | 2021 |
| Cluster-size optimization within a cloud-based ETL framework for Big Data E Zdravevski, P Lameski, A Dimitrievski, M Grzegorowski, C Apanowicz 2019 IEEE international conference on big data (Big Data), 3754-3763, 2019 | 35 | 2019 |
| On resilient feature selection: Computational foundations of rC-reducts M Grzegorowski, D Ślęzak Information Sciences 499, 25-44, 2019 | 29 | 2019 |
| 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 |
| On the role of feature space granulation in feature selection processes M Grzegorowski, A Janusz, D Ślezak, M Szczuka 2017 IEEE International Conference on Big Data (Big Data), 1806-1815, 2017 | 18 | 2017 |
| Massively parallel feature extraction framework application in predicting dangerous seismic events M Grzegorowski 2016 Federated Conference on Computer Science and Information Systems …, 2016 | 18 | 2016 |
| Window-based feature extraction framework for multi-sensor data: A posture recognition case study M Grzegorowski, S Stawicki 2015 Federated Conference on Computer Science and Information Systems …, 2015 | 18 | 2015 |
| Survival-based feature extraction-application in supply management for dispersed vending machines M Grzegorowski, J Litwin, M Wnuk, M Pabis, Ł Marcinowski IEEE Transactions on Industrial Informatics, 2023 | 15 | 2023 |
| Window-based feature engineering for prediction of methane threats in coal mines M Grzegorowski, S Stawicki Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 15th …, 2015 | 13 | 2015 |
| Clustering-based Frequent Pattern Mining Framework for Solving Cold-Start Problem in Recommender Systems E Kannout, M Grzegorowski, M Grodzki, HS Nguyen IEEE Access, 2024 | 12 | 2024 |
| Scaling of complex calculations over big data-sets M Grzegorowski International Conference on Active Media Technology, 73-84, 2014 | 11 | 2014 |
| Governance of the redundancy in the feature selection based on rough sets’ reducts M Grzegorowski International Joint Conference on Rough Sets, 548-557, 2016 | 10 | 2016 |
| Prescriptive analytics for optimization of fmcg delivery plans M Grzegorowski, A Janusz, S Łażewski, M Świechowski, M Jankowska International Conference on Information Processing and Management of …, 2022 | 9 | 2022 |
| Speeding up recommender systems using association rules E Kannout, HS Nguyen, M Grzegorowski Asian Conference on Intelligent Information and Database Systems, 167-179, 2022 | 8 | 2022 |
| Clash royale challenge: how to select training decks for win-rate prediction A Janusz, Ł Grad, M Grzegorowski 2019 Federated Conference on Computer Science and Information Systems …, 2019 | 8 | 2019 |
| RDBMS model for scientific articles analytics M Kowalski, D Ślęzak, K Stencel, P Pardel, M Grzegorowski, M Kijowski Intelligent Tools for Building a Scientific Information Platform, 49-60, 2012 | 8 | 2012 |
| Towards addressing item cold-start problem in collaborative filtering by embedding agglomerative clustering and FP-growth into the recommendation system E Kannout, M Grodzki, M Grzegorowski Computer Science and Information Systems, 52-52, 2023 | 6 | 2023 |
| Considering various aspects of models’ quality in the ML pipeline-application in the logistics sector E Kannout, M Grodzki, M Grzegorowski 2022 17th Conference on Computer Science and Intelligence Systems (FedCSIS …, 2022 | 6 | 2022 |
Andrzej JanuszUniversity of WarsawZweryfikowany adres z mimuw.edu.pl
