Selected publications

List of publications
[1] Piotr Borkowski and Jan Mielniczuk. Monte carlo methods of estimating transition density and likelihood function of diffusion processes. Prace Instytutu Podstaw Informatyki Polskiej Akademii Nauk, pages 1--23, 2009. [ bib ]
[2] Piotr Borkowski and Jan Mielniczuk. Postmodel selection estimators of variance function for nonlinear autoregression. Journal of Time Series Analysis, 31(1):50--63, 2010. [ bib ]
[3] Krzysztof Ciesielski, Piotr Borkowski, Mieczyslaw A Klopotek, Krzysztof Trojanowski, and Kamil Wysocki. Wikipedia-based document categorization. In International Joint Conferences on Security and Intelligent Information Systems, pages 265--278. Springer, Berlin, Heidelberg, 2011. [ bib ]
[4] Piotr Borkowski and Jan Mielniczuk. Performance of variance function estimators for autoregressive time series of order one: asymptotic normality and numerical study. Control and Cybernetics, 41(2):415--441, 2012. [ bib ]
[5] Piotr Borkowski and Krzysztof Ciesielski. Etykietowanie dokumentów tekstowych z wykorzystaniem niejednorodnych komitetów klasyfikatorów i semantycznej kategoryzacji. In Publishing House of University of Natural Sciences and Humanities Siedlce, 2012. [ bib ]
[6] K. Ciesielski, D. Czerski, M. Dramiński, M. Kłopotek, S. Wierzchoń, M. Sydow, P. Borkowski, J. Wajda, S. Chojnicki, K. Trojanowski. In Semantic Resources for Enhancing Search Engines, 2012. [ bib ]
[7] Piotr Borkowski, Krzysztof Ciesielski, and Mieczyslaw A Klopotek. Unsupervised aggregation of categories for document labelling. In International Symposium on Methodologies for Intelligent Systems. Springer, 2014. [ bib ]
[8] Piotr Borkowski, Krzysztof Ciesielski, and Mieczyslaw A Klopotek. Semantic classifier approach to document classification. arXiv preprint, 2017. [ bib ]
[9] Piotr Borkowski, Krzysztof Ciesielski, and Mieczyslaw A. Klopotek. Semantic classifier approach to document classification. In ICAISC 2020. [ bib ]
[10] Piotr Borkowski, Krzysztof Ciesielski, and Mieczyslaw A. Klopotek. The impact of supercategory inclusion on semantic classifier performance. In International Symposium on Intelligent Systems (ISMIS 2020). [ bib ]