Follow
Katarzyna Kaczmarek-Majer
Katarzyna Kaczmarek-Majer
Assistant Professor at Systems Research Institute Polish Academy of Sciences
Verified email at ibspan.waw.pl - Homepage
Title
Cited by
Cited by
Year
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
502020
Bayesian analysis of time series using granular computing approach
O Hryniewicz, K Kaczmarek
Applied Soft Computing 47, 644-652, 2016
382016
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
292022
Application of linguistic summarization methods in time series forecasting
K Kaczmarek-Majer, O Hryniewicz
Information Sciences 478, 580-594, 2019
282019
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
182015
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
172022
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
172019
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
162019
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
142020
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
132021
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
122020
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
102021
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
92019
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
92017
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
82013
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
72022
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
72020
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
72019
Human input about linguistic summaries in time series forecasting
K Kaczmarek, O Hryniewicz, R Kruse
ACHI 2015, 21, 2015
72015
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
62022
The system can't perform the operation now. Try again later.
Articles 1–20