Smartphone as a monitoring tool for bipolar disorder: a systematic review including data analysis, machine learning algorithms and predictive modelling AZ Antosik-Wójcińska, M Dominiak, M Chojnacka, K Kaczmarek-Majer, ... International journal of medical informatics 138, 104131, 2020 | 51 | 2020 |
Bayesian analysis of time series using granular computing approach O Hryniewicz, K Kaczmarek Applied Soft Computing 47, 644-652, 2016 | 38 | 2016 |
Explaining smartphone-based acoustic data in bipolar disorder: Semi-supervised fuzzy clustering and relative linguistic summaries K Kaczmarek-Majer, G Casalino, G Castellano, O Hryniewicz, M Dominiak Information Sciences 588, 174-195, 2022 | 31 | 2022 |
Application of linguistic summarization methods in time series forecasting K Kaczmarek-Majer, O Hryniewicz Information Sciences 478, 580-594, 2019 | 28 | 2019 |
PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries K Kaczmarek-Majer, G Casalino, G Castellano, M Dominiak, O Hryniewicz, ... Information Sciences 614, 374-399, 2022 | 18 | 2022 |
Bayes statistical decisions with random fuzzy data–an application for the Weibull distribution O Hryniewicz, K KAczmAreK, P Nowak Eksploatacja i Niezawodność 17 (4), 610--616, 2015 | 18 | 2015 |
Control charts designed using model averaging approach for phase change detection in bipolar disorder K Kaczmarek-Majer, O Hryniewicz, KR Opara, W Radziszewska, A Olwert, ... Uncertainty Modelling in Data Science 9, 115-123, 2019 | 17 | 2019 |
Self-organizing maps using acoustic features for prediction of state change in bipolar disorder O Kamińska, K Kaczmarek-Majer, K Opara, W Jakuczun, M Dominiak, ... International Workshop on Knowledge Representation for Health Care, 148-160, 2019 | 16 | 2019 |
Road roughness estimation through smartphone-measured acceleration KR Opara, K Brzeziński, M Bukowicki, K Kaczmarek-Majer IEEE Intelligent Transportation Systems Magazine 14 (2), 209-220, 2021 | 14 | 2021 |
Dynamic incremental semi-supervised fuzzy clustering for bipolar disorder episode prediction G Casalino, G Castellano, F Galetta, K Kaczmarek-Majer International Conference on Discovery Science, 79-93, 2020 | 14 | 2020 |
NeuroSmog: Determining the impact of air pollution on the developing brain: Project protocol I Markevych, N Orlov, J Grellier, K Kaczmarek-Majer, M Lipowska, ... International Journal of Environmental Research and Public Health 19 (1), 310, 2021 | 12 | 2021 |
Acoustic feature selection with fuzzy clustering, self organizing maps and psychiatric assessments O Kamińska, K Kaczmarek-Majer, O Hryniewicz Information Processing and Management of Uncertainty in Knowledge-Based …, 2020 | 12 | 2020 |
Control charts based on fuzzy costs for monitoring short autocorrelated time series O Hryniewicz, K Kaczmarek-Majer, KR Opara International Journal of Approximate Reasoning 114, 166-181, 2019 | 9 | 2019 |
Advances in Fuzzy Logic and Technology 2017: Proceedings of: EUSFLAT-2017–The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017 … J Kacprzyk, E Szmidt, S Zadrożny, KT Atanassov, M Krawczak Springer, 2017 | 9 | 2017 |
Behavioral and self-reported data collected from smartphones for the assessment of depressive and manic symptoms in patients with bipolar disorder: prospective observational study M Dominiak, K Kaczmarek-Majer, AZ Antosik-Wójcińska, KR Opara, ... Journal of medical Internet research 24 (1), e28647, 2022 | 8 | 2022 |
Incremental semi-supervised fuzzy C-Means for bipolar disorder episode prediction G Casalino, M Dominiak, F Galetta, K Kaczmarek-Majer 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), 1-8, 2020 | 8 | 2020 |
Linguistic knowledge about temporal data in bayesian linear regression model to support forecasting of time series K Kaczmarek, O Hryniewicz 2013 Federated Conference on Computer Science and Information Systems, 651-654, 2013 | 8 | 2013 |
Confidence path regularization for handling label uncertainty in semi-supervised learning: use case in bipolar disorder monitoring K Kmita, G Casalino, G Castellano, O Hryniewicz, K Kaczmarek-Majer 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2022 | 7 | 2022 |
Personalized linguistic summaries in smartphone-based monitoring of bipolar disorder patients K Kaczmarek-Majer, O Hryniewicz, M Dominiak, Ł Święcicki 11th Conference of the European Society for Fuzzy Logic and Technology …, 2019 | 7 | 2019 |
Human input about linguistic summaries in time series forecasting K Kaczmarek, O Hryniewicz, R Kruse ACHI 2015, 21, 2015 | 7 | 2015 |