Katarzyna Kaczmarek-Majer

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 29

Top Topics

Model Averaging

Fuzzy Clustering

Top Venues

Publications

Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Gianluca Zaza
Prototype-Based Explanations to Improve Understanding of Unsupervised Datasets. FUZZ (2024)
Gabriella Casalino, Giovanna Castellano, Daniele Di Mitri, Katarzyna Kaczmarek-Majer, Gianluca Zaza
A Human-centric Approach to Explain Evolving Data: A Case Study on Education. EAIS (2024)
Kamil Kmita, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
Explainable Impact of Partial Supervision in Semi-Supervised Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Jörg Verstraete, Weronika Radziszewska, Katarzyna Kaczmarek-Majer, Sebastian Bykuc
Combined Defuzzification Under Shared Constraint. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Daniel Leite, Karol R. Opara, Weronika Radziszewska, Katarzyna Kaczmarek-Majer
Semi-supervised vs. supervised learning for mental health monitoring: A case study on bipolar disorder. Int. J. Appl. Math. Comput. Sci. 33 (3) (2023)
Kamil Kmita, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
Classification Error in Semi-Supervised Fuzzy C-Means. EUSFLAT/AGOP (2023)
Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Monika Dominiak
Explaining smartphone-based acoustic data in bipolar disorder: Semi-supervised fuzzy clustering and relative linguistic summaries. Inf. Sci. 588 (2022)
Katarzyna Kaczmarek-Majer, Adam Kiersztyn
Experimental evaluation of the accuracy of an ensemble of fuzzy methods for classification of episodes in bipolar disorder. FUZZ-IEEE (2022)
Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Daniel Leite, Olgierd Hryniewicz
Fuzzy Linguistic Summaries for Explaining Online Semi-Supervised Learning. IS (2022)
Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Monika Dominiak, Olgierd Hryniewicz, Olga Kaminska, Gennaro Vessio, Natalia Díaz Rodríguez
PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries. Inf. Sci. 614 (2022)
Karol R. Opara, Karol Brzezinski, Marek Bukowicki, Katarzyna Kaczmarek-Majer
Road Roughness Estimation Through Smartphone-Measured Acceleration. IEEE Intell. Transp. Syst. Mag. 14 (2) (2022)
Milosz Fraszczyk, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz, Krzysztof Skotak, Anna Degórska
Expert-in-the-loop Stepwise Regression and its Application in Air Pollution Modeling. IS (2022)
Olga Kaminska, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
Impact of clustering unlabeled data on classification: case study in bipolar disorder. FedCSIS (2022)
Kamil Kmita, Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Katarzyna Kaczmarek-Majer
Confidence path regularization for handling label uncertainty in semi-supervised learning: use case in bipolar disorder monitoring. FUZZ-IEEE (2022)
Katarzyna Kaczmarek-Majer, Aleksandra Rutkowska, Olgierd Hryniewicz
Evolving Membership Functions in Fuzzy Linguistic Summarization. OLUD@WCCI (2022)
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
Intelligent analysis of data streams about phone calls for bipolar disorder monitoring. FUZZ-IEEE (2021)
Olgierd Hryniewicz, Katarzyna Kaczmarek-Majer
Possibilistic aggregation of inhomogeneous streams of data. FUZZ-IEEE (2021)
Anna Antosik-Wójcinska, Monika Dominiak, Magdalena Chojnacka, Katarzyna Kaczmarek-Majer, Karol R. Opara, Weronika Radziszewska, Anna Olwert, Lukasz Swiecicki
Smartphone as a monitoring tool for bipolar disorder: a systematic review including data analysis, machine learning algorithms and predictive modelling. Int. J. Medical Informatics 138 (2020)
Olga Kaminska, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
Acoustic Feature Selection with Fuzzy Clustering, Self Organizing Maps and Psychiatric Assessments. IPMU (1) (2020)
Gabriella Casalino, Giovanna Castellano, Francesco Galetta, Katarzyna Kaczmarek-Majer
Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction. DS (2020)
Gabriella Casalino, Monika Dominiak, Francesco Galetta, Katarzyna Kaczmarek-Majer
Incremental Semi-Supervised Fuzzy C-Means for Bipolar Disorder Episode Prediction. EAIS (2020)
Olgierd Hryniewicz, Katarzyna Kaczmarek-Majer, Karol R. Opara
Control charts based on fuzzy costs for monitoring short autocorrelated time series. Int. J. Approx. Reason. 114 (2019)
Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
Application of linguistic summarization methods in time series forecasting. Inf. Sci. 478 (2019)
Olga Kaminska, Katarzyna Kaczmarek-Majer, Karol R. Opara, Wit Jakuczun, Monika Dominiak, Anna Antosik-Wójcinska, Lukasz Swiecicki, Olgierd Hryniewicz
Self-organizing Maps Using Acoustic Features for Prediction of State Change in Bipolar Disorder. KR4HC/ProHealth/TEAAM@AIME (2019)
Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz, Monika Dominiak, Lukasz Swiecicki
Personalized linguistic summaries in smartphone-based monitoring of bipolar disorder patients. EUSFLAT Conf. (2019)
Olgierd Hryniewicz, Katarzyna Kaczmarek-Majer
Monitoring of Time Series Using Fuzzy Weighted Prediction Models. SMPS (2018)
Marcin Bartkowiak, Katarzyna Kaczmarek-Majer, Aleksandra Rutkowska, Olgierd Hryniewicz
Model Averaging Approach to Forecasting the General Level of Mortality. IPMU (1) (2018)
Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz, Karol R. Opara, Weronika Radziszewska, Anna Olwert, Jan W. Owsinski, Slawomir Zadrozny
Control Charts Designed Using Model Averaging Approach for Phase Change Detection in Bipolar Disorder. SMPS (2018)
Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
Data-Mining Approach to Finding Weights in the Model Averaging for Forecasting of Short Time Series. EUSFLAT/IWIFSGN (2) (2017)