| The study of under- and over-sampling methods’ utility in analysis of highly imbalanced data on osteoporosis M Bach, A Werner, J Żywiec, W Pluskiewicz Information Sciences 348, 174-190, 2017 | 139 | 2017 |
| The proposal of undersampling method for learning from imbalanced datasets M Bach, A Werner, M Palt Procedia Computer Science 159, 125-134, 2019 | 67 | 2019 |
| Standardization of NoSQL database languages M Bach, A Werner Beyond Databases, Architectures, and Structures: 10th International …, 2014 | 44 | 2014 |
| Risk factors for fractures identified in the algorithm developed in 5-year follow-up of postmenopausal women from RAC-OST-POL study P Adamczyk, A Werner, M Bach, J Żywiec, A Czekajło, W Grzeszczak, ... Journal of Clinical Densitometry 21 (2), 213-219, 2018 | 13 | 2018 |
| Cost-sensitive feature selection for class imbalance problem M Bach, A Werner Information Systems Architecture and Technology: Proceedings of 38th …, 2018 | 11 | 2018 |
| Project management in the scrum methodology M Tytkowska, A Werner, M Bach Beyond Databases, Architectures and Structures: 11th International …, 2015 | 11 | 2015 |
| New undersampling method based on the kNN approach M Bach Procedia Computer Science 207, 3403-3412, 2022 | 8 | 2022 |
| Koncepcja pamięciowych baz danych oraz weryfikacja podstawowych założeń tych struktur M Bach, A Duszeńko, A Werner Studia Informatica 31 (2B), 90, 2010 | 8 | 2010 |
| Metody konstruowania zadań wyszukiwania w bazach danych w procesie translacji zapytań sformułowanych w języku naturalnym M Bach Rozprawa doktorska. Gliwice, 2004 | 8 | 2004 |
| Symptom-based early-stage differentiation between SARS-CoV-2 versus other respiratory tract infections—Upper Silesia pilot study J Mika, J Tobiasz, J Zyla, A Papiez, M Bach, A Werner, M Kozielski, ... Scientific reports 11 (1), 13580, 2021 | 7 | 2021 |
| POL-RISK: an algorithm for 10-year fracture risk prediction in postmenopausal women from the RAC-OST-POL study W Pluskiewicz, P Adamczyk, A Werner, M Bach, B Drozdzowska Pol Arch Intern Med 133 (3), 2023 | 6 | 2023 |
| Screening support system based on patient survey data—Case study on classification of initial, locally collected COVID-19 data J Henzel, J Tobiasz, M Kozielski, M Bach, P Foszner, A Gruca, M Kania, ... Applied Sciences 11 (22), 10790, 2021 | 6 | 2021 |
| Classification supporting COVID-19 diagnostics based on patient survey data J Henzel, J Tobiasz, M Kozielski, M Bach, P Foszner, A Gruca, M Kania, ... arXiv preprint arXiv:2011.12247, 2020 | 6 | 2020 |
| A hierarchy of finite state machines as a scenario player in interactive training of pilots in flight simulators M Bach, A Werner, M Mrozik, KA Cyran International Journal of Applied Mathematics and Computer Science 31 (4), 2021 | 5 | 2021 |
| The study of preprocessing methods’ utility in analysis of multidimensional and highly imbalanced medical data A Werner, M Bach, W Pluskiewicz Proceedings of 11th international conference IIIS2016, 2016 | 5 | 2016 |
| Bazy danych a chmury obliczeniowe P Bajerski, DR Augustyn, M Bach, R Brzeski, A Duszeńko, A Werner Studia Informatica 33 (2A), 9, 2012 | 5 | 2012 |
| Hybrid column/row-oriented DBMS M Bach, A Werner Man–Machine Interactions 4: 4th International Conference on Man–Machine …, 2016 | 4 | 2016 |
| Dobór struktur danych pod kątem optymalizacji przetwarzania analitycznego M Bach, A Werner, A Duszeńko Studia Informatica 33 (2A), 105, 2012 | 4 | 2012 |
| Translacja zapytań do baz danych sformułowanych w języku naturalnym na zapytania w języku SQL M Bach, S Kozielski | 4 | 2005 |
| Improvement of random undersampling to avoid excessive removal of points from a given area of the majority class M Bach, A Werner International Conference on Computational Science, 172-186, 2021 | 3 | 2021 |
