Monika Dominiak

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Machine Learning Algorithms

Natural Language

Systematic Review

Top Venues

KR4HC/ProHealth/TEAAM@AIME

Int. J. Medical Informatics

Publications

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, 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)
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)
Gabriella Casalino, Monika Dominiak, Francesco Galetta, Katarzyna Kaczmarek-Majer
Incremental Semi-Supervised Fuzzy C-Means for Bipolar Disorder Episode Prediction. EAIS (2020)
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)