2022

conference articles

❖ K. Kmita, G. Casalino, G. Castellano, O. Hryniewicz and K. Kaczmarek-Majer, “Confidence path regularization for handling label uncertainty in semi-supervised learning: use case in bipolar disorder monitoring”, 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2022, pp. 1-8, https://doi.org/10.1109/FUZZ-IEEE55066.2022.9882759

• See Accepted Paper version pdf.
• Our article won FUZZ-IEEE 2022 Best Paper Award!

❖ Kmita, K., Kaczmarek-Majer, K., Hryniewicz, O. (2023). Learning Control Limits for Monitoring of Multiple Processes with Neural Network. In: García-Escudero, L.A., et al. (eds.) Building Bridges between Soft and Statistical Methodologies for Data Science. SMPS 2022. Advances in Intelligent Systems and Computing, vol 1433. Springer, Cham. https://doi.org/10.1007/978-3-031-15509-3_32