Katarzyna Kaczmarek-Majer

36 papers B 5C 1Journal 11Unranked 18
YearRankTypeTitle / Venue / Authors
2025 — conf
Enhancing Non-Negative Matrix Factorization Interpretability with Fuzzy Representations.
FUZZ
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Gianluca Zaza
2025 J jnl
Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments.
Evol. Syst.
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Daniele Schicchi, Davide Taibi, Gianluca Zaza
2025 J jnl
Incremental learning and granular computing from evolving data streams: An application to speech-based bipolar disorder diagnosis.
Fuzzy Sets Syst.
Daniel Leite, Gabriella Casalino, Katarzyna Kaczmarek-Majer, Giovanna Castellano
2024 — conf
A Human-centric Approach to Explain Evolving Data: A Case Study on Education.
EAIS
Gabriella Casalino, Giovanna Castellano, Daniele Di Mitri, Katarzyna Kaczmarek-Majer, Gianluca Zaza
2024 J jnl
Combined Defuzzification Under Shared Constraint.
IEEE Trans. Fuzzy Syst.
Jörg Verstraete, Weronika Radziszewska, Katarzyna Kaczmarek-Majer, Sebastian Bykuc
2024 J jnl
Explainable Impact of Partial Supervision in Semi-Supervised Fuzzy Clustering.
IEEE Trans. Fuzzy Syst.
Kamil Kmita, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
2024 — conf
Explaining Predictions of Hypertension Disease through Anchors.
EXPLIMED@ECAI
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Pietro Giovanni Rizzo, Gianluca Zaza
2024 — conf
Fuzzy Linguistic Summaries for Hidden Markov Models.
IPMU (3)
Katarzyna Kaczmarek-Majer, Michal Baczynski, Olgierd Hryniewicz, Katarzyna Mis, Weronika Mucha, Filip Wichrowski
2024 — conf
Prototype-Based Explanations to Improve Understanding of Unsupervised Datasets.
FUZZ
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Gianluca Zaza
2023 — conf
Classification Error in Semi-Supervised Fuzzy C-Means.
EUSFLAT/AGOP
Kamil Kmita, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
2023 — ed.
Proceedings of the First Workshop on Online Learning from Uncertain Data Streams (OLUD 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI 2022), Padova, Italy, July 18, 2022.
OLUD@WCCI
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Daniel Leite
2023 J jnl
Semi-supervised vs. supervised learning for mental health monitoring: A case study on bipolar disorder.
Int. J. Appl. Math. Comput. Sci.
Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Daniel Leite, Karol R. Opara, Weronika Radziszewska, Katarzyna Kaczmarek-Majer
2022 B conf
Confidence path regularization for handling label uncertainty in semi-supervised learning: use case in bipolar disorder monitoring.
FUZZ-IEEE
Kamil Kmita, Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Katarzyna Kaczmarek-Majer
2022 — conf
Evolving Membership Functions in Fuzzy Linguistic Summarization.
OLUD@WCCI
Katarzyna Kaczmarek-Majer, Aleksandra Rutkowska, Olgierd Hryniewicz
2022 B conf
Experimental evaluation of the accuracy of an ensemble of fuzzy methods for classification of episodes in bipolar disorder.
FUZZ-IEEE
Katarzyna Kaczmarek-Majer, Adam Kiersztyn
2022 — conf
Expert-in-the-loop Stepwise Regression and its Application in Air Pollution Modeling.
IS
Milosz Fraszczyk, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz, Krzysztof Skotak, Anna Degórska
2022 J jnl
Explaining smartphone-based acoustic data in bipolar disorder: Semi-supervised fuzzy clustering and relative linguistic summaries.
Inf. Sci.
Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Monika Dominiak
2022 — conf
Fuzzy Linguistic Summaries for Explaining Online Semi-Supervised Learning.
IS
Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Daniel F. Leite, Olgierd Hryniewicz
2022 C conf
Impact of clustering unlabeled data on classification: case study in bipolar disorder.
FedCSIS
Olga Kaminska, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
2022 J jnl
PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries.
Inf. Sci.
Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Monika Dominiak, Olgierd Hryniewicz, Olga Kaminska, Gennaro Vessio, Natalia Díaz Rodríguez
2022 J jnl
Road Roughness Estimation Through Smartphone-Measured Acceleration.
IEEE Intell. Transp. Syst. Mag.
Karol R. Opara, Karol Brzezinski, Marek Bukowicki, Katarzyna Kaczmarek-Majer
2021 B conf
Intelligent analysis of data streams about phone calls for bipolar disorder monitoring.
FUZZ-IEEE
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
2021 — conf
Monitoring Acoustic Data Streams Using Possibilistic Aggregation and Multi-label Learning.
IFSA/EUSFLAT/AGOP
Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz, Dominika Kornobis, Anna Stachowiak
2021 B conf
Possibilistic aggregation of inhomogeneous streams of data.
FUZZ-IEEE
Olgierd Hryniewicz, Katarzyna Kaczmarek-Majer
2020 — conf
Acoustic Feature Selection with Fuzzy Clustering, Self Organizing Maps and Psychiatric Assessments.
IPMU (1)
Olga Kaminska, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
2020 B conf
Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction.
DS
Gabriella Casalino, Giovanna Castellano, Francesco Galetta, Katarzyna Kaczmarek-Majer
2020 — conf
Incremental Semi-Supervised Fuzzy C-Means for Bipolar Disorder Episode Prediction.
EAIS
Gabriella Casalino, Monika Dominiak, Francesco Galetta, Katarzyna Kaczmarek-Majer
2020 J jnl
Smartphone as a monitoring tool for bipolar disorder: a systematic review including data analysis, machine learning algorithms and predictive modelling.
Int. J. Medical Informatics
Anna Antosik-Wójcinska, Monika Dominiak, Magdalena Chojnacka, Katarzyna Kaczmarek-Majer, Karol R. Opara, Weronika Radziszewska, Anna Olwert, Lukasz Swiecicki
2019 J jnl
Application of linguistic summarization methods in time series forecasting.
Inf. Sci.
Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
2019 J jnl
Control charts based on fuzzy costs for monitoring short autocorrelated time series.
Int. J. Approx. Reason.
Olgierd Hryniewicz, Katarzyna Kaczmarek-Majer, Karol R. Opara
2019 — conf
Personalized linguistic summaries in smartphone-based monitoring of bipolar disorder patients.
EUSFLAT Conf.
Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz, Monika Dominiak, Lukasz Swiecicki
2019 — conf
Self-organizing Maps Using Acoustic Features for Prediction of State Change in Bipolar Disorder.
KR4HC/ProHealth/TEAAM@AIME
Olga Kaminska, Katarzyna Kaczmarek-Majer, Karol R. Opara, Wit Jakuczun, Monika Dominiak, Anna Antosik-Wójcinska, Lukasz Swiecicki, Olgierd Hryniewicz
2018 — conf
Control Charts Designed Using Model Averaging Approach for Phase Change Detection in Bipolar Disorder.
SMPS
Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz, Karol R. Opara, Weronika Radziszewska, Anna Olwert, Jan W. Owsinski, Slawomir Zadrozny
2018 — conf
Model Averaging Approach to Forecasting the General Level of Mortality.
IPMU (1)
Marcin Bartkowiak, Katarzyna Kaczmarek-Majer, Aleksandra Rutkowska, Olgierd Hryniewicz
2018 — conf
Monitoring of Time Series Using Fuzzy Weighted Prediction Models.
SMPS
Olgierd Hryniewicz, Katarzyna Kaczmarek-Majer
2017 — conf
Data-Mining Approach to Finding Weights in the Model Averaging for Forecasting of Short Time Series.
EUSFLAT/IWIFSGN (2)
Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz