Katarzyna Kaczmarek-Majer
Orcid: 0000-0002-3193-0070
According to our database1,
Katarzyna Kaczmarek-Majer
authored at least 31 papers
between 2013 and 2023.
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Bibliography
2023
Proceedings of the Fuzzy Logic and Technology, and Aggregation Operators, 2023
2022
IEEE Intell. Transp. Syst. Mag., 2022
PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries.
Inf. Sci., 2022
Explaining smartphone-based acoustic data in bipolar disorder: Semi-supervised fuzzy clustering and relative linguistic summaries.
Inf. Sci., 2022
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), 2022
Proceedings of the IEEE 11th International Conference on Intelligent Systems, 2022
Expert-in-the-loop Stepwise Regression and its Application in Air Pollution Modeling.
Proceedings of the IEEE 11th International Conference on Intelligent Systems, 2022
Confidence path regularization for handling label uncertainty in semi-supervised learning: use case in bipolar disorder monitoring.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Experimental evaluation of the accuracy of an ensemble of fuzzy methods for classification of episodes in bipolar disorder.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Impact of clustering unlabeled data on classification: case study in bipolar disorder.
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022
Contrast enhanced magneto-motive ultrasound in lymph nodes - modelling and pre-clinical imaging using magnetic microbubbles.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
Intelligent analysis of data streams about phone calls for bipolar disorder monitoring.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
2020
Smartphone as a monitoring tool for bipolar disorder: a systematic review including data analysis, machine learning algorithms and predictive modelling.
Int. J. Medical Informatics, 2020
Acoustic Feature Selection with Fuzzy Clustering, Self Organizing Maps and Psychiatric Assessments.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020
Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020
Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction.
Proceedings of the Discovery Science - 23rd International Conference, 2020
2019
Inf. Sci., 2019
Int. J. Approx. Reason., 2019
Personalized linguistic summaries in smartphone-based monitoring of bipolar disorder patients.
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019
Self-organizing Maps Using Acoustic Features for Prediction of State Change in Bipolar Disorder.
Proceedings of the Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems, 2019
2018
Control Charts Designed Using Model Averaging Approach for Phase Change Detection in Bipolar Disorder.
Proceedings of the Uncertainty Modelling in Data Science, 2018
Proceedings of the Uncertainty Modelling in Data Science, 2018
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018
2017
Data-Mining Approach to Finding Weights in the Model Averaging for Forecasting of Short Time Series.
Proceedings of the 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, Warsaw, Poland IWIFSGN'2017, 2017
2016
Proceedings of the Challenging Problems and Solutions in Intelligent Systems, 2016
Appl. Soft Comput., 2016
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016
2015
Time Series Classification with Linguistic Summaries.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
2014
Forecasting Short Time Series with the Bayesian Autoregression and the Soft Computing Prior Information.
Proceedings of the Strengthening Links Between Data Analysis and Soft Computing, 2014
2013
Linguistic knowledge about temporal data in Bayesian linear regression model to support forecasting of time series.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013