Email: tomasz.walkowiak@pwr.edu.pl

Unit: Faculty of Information and Communication Technology (N) » Departament of Artificial intelligence

ul. Z. Janiszewskiego 11/17, 50-372 Wrocław
building C-3, room 227
phone +48 71 320 3996

Research fields

• Text mining; natural language processing; pattern recognition; dependability analysis; web systems; cloud computing.

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Recent papers

2017

• Walkowiak T., Language processing modelling notation - orchestration of NLP microservices. W: Advances in dependability engineering of complex systems: proceedings of the Twelfth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, July 2-6, 2017, Brunów, Poland / Wojciech Zamojski [i in.] (eds.). Cham: Springer, cop. 2018. s. 464-473 (Advances in Intelligent Systems and Computing, ISSN 2194-5357; vol. 582).
• Baj M., Walkowiak T., Computer based stylometric analysis of texts in polish language. W: Artificial intelligence and soft computing: 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017: proceedings. Pt. 2 / Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada (eds.). [Cham]: Springer, cop. 2017. s. 3-12 (Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence, ISSN 0302-9743; vol. 10246).
• Eder M., Piasecki M., Walkowiak T., An open stylometric system based on multilevel text analysis. Cognitive Studies. 2017, nr 17, s. 1-26.

2016

• Caban D., Walkowiak T., Stochastic analysis of systems exposed to very unlikely faults. W: Second International Symposium on Stochastic Models in Reliability Engineering, Life Science, and Operations Management, SMRLO 2016 [Dokument elektroniczny]: proceedings, 15-18 February 2016, Beer Sheva, Israel / ed. by Ilia Frenkel, Anatoly Lisnianski. Piscataway, NJ: IEEE Computer Society, cop. 2016. s. 310-317.

2014

• Walkowiak T., Simulation based availability assessment of services provided by web applications with realistic repair time. Eksploatacja i Niezawodność - Maintenance and Reliability. 2014, vol. 16, nr 2, s. 341-346.

Papers in DONA database

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1	Proceeding paper 2022 Mateusz Gniewkowski, Tomasz Walkowiak, Assessment of document similarity visualisation methods. W: Human language technology : challenges for computer science and linguistics : 9th Language and Technology Conference, LTC 2019, Poznan, Poland, May 17–19, 2019 : revised selected papers / eds. Zygmunt Vetulani, Patrick Paroubek, Marek Kubis. Cham : Springer, cop. 2022. s. 348-363. ISBN: 978-3-031-05327-6; 978-3-031-05328-3 Resources:DOIURLSFX
2	Monograph chapter 2022 Tomasz Walkowiak, Jacek Mazurkiewicz, Jarosław Sugier, Przemysław Śliwiński, Performance analysis of intelligent agents in complex event processing systems. W: Safety and reliability of systems and processes. Summer safety and reliability seminar 2022 / eds. Kołowrocki Krzysztof [i in.]. Gdynia : Gdynia Maritime University, 2022. s. 195-204. ISBN: 978-83-7421-421-6; 978-83-7421-422-3 Resources:DOIURL
3	Proceeding paper 2022 Tomasz Walkowiak, Alicja Dąbrowska, Robert Giel, Sylwia Werbińska-Wojciechowska, Automatic classification of complaint reports in waste management systems using TF-IDF, fasttext, and BERT. W: New Advances in Dependability of Networks and Systems : proceedings of the Seventeenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 27 – July 1, 2022, Wrocław, Poland / eds. Wojciech Zamojski [i in.]. Cham : Springer, cop. 2022. s. 371-378. ISBN: 978-3-031-06745-7; 978-3-031-06746-4 Resources:DOISFX
4	Proceeding paper 2022 Henryk Maciejewski, Tomasz Walkowiak, Kamil Szyc, Out-of-distribution detection in high-dimensional data using mahalanobis distance - critical analysis. W: Computational Science - ICCS 2022 : 22nd International Conference London, UK, June 21-23, 2022 : proceedings. Pt. 1 / eds. Derek Groen [i in.]. Cham : Springer, cop. 2022. s. 262-275. ISBN: 978-3-031-08750-9; 978-3-031-08751-6 Resources:DOIURLSFX
5	Proceedings papers editing 2022 Wojciech Zamojski, Jacek Mazurkiewicz, Jarosław Sugier, Tomasz Walkowiak, Janusz Kacprzyk, New Advances in Dependability of Networks and Systems : proceedings of the Seventeenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 27 – July 1, 2022, Wrocław, Poland. Cham: Springer, cop. 2022. XIV, 400 s. ISBN: 978-3-031-06745-7; 978-3-031-06746-4 (Lecture Notes in Networks and Systems, ISSN 2367-3370; vol. 484) Resources:DOI
6	Proceeding paper 2021 Andrzej Pawłowski, Tomasz Walkowiak, Analysis of toponyms from the Polish National Bibliography. W: Proceedings of the 6th International Workshop on Computational History (HistoInformatics 2021) co-located with ACM/IEEE Joint Conference on Digital Libraries 2021 (JCDL 2021), Online event, September 30-October 1, 2021 / eds. Yasunobu Sumikawa [i in.]. [B.m. : b.w.], 2021. s. 1-10. Resources:URLSFX
7	Proceeding paper 2021 Marcin Oleksy, Norbert Ropiak, Tomasz Walkowiak, Automated anonymization of text documents in Polish. W: Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES 2021 / eds. Jaroslaw Watrobski [i in.]. Amsterdam : Elsevier, cop. 2021. s. 1323-1333. Resources:DOISFX
8	Proceeding paper 2021 Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski, Checking robustness of representations learned by deep neural networks. W: Machine Learning and Knowledge Discovery in Databases Applied Data Science Track European Conference, ECML PKDD 2021 Bilbao, Spain, September 13-17, 2021 : proceedings. Part V / eds. Yuxiao Dong, Nicolas Kourtellis, Barbara Hammer, Jose A. Lozano. Cham : : Springer, cop. 2021. s. 399-414. ISBN: 978-3-030-86516-0; 978-3-030-86517-7 Resources:DOIURLSFX
9	Proceeding paper 2021 Tomasz Walkowiak, Subject classification of texts in polish - from TF-IDF to transformers. W: Theory and Engineering of Dependable Computer Systems and Networks : proceedings of the Sixteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 28-July 2, 2021, Wrocław, Poland / eds. Wojciech Zamojski [i in.]. Cham : Springer, cop. 2021. s. 457-465. ISBN: 978-3-030-76772-3; 978-3-030-76773-0 Resources:DOIURLSFX
10	Proceeding paper 2021 Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski, On validity of extreme value theory-based parametric models for out-of-distribution detection. W: Computational Science - ICCS 2021 : 21st International Conference Krakow, Poland, June 16-18, 2021 : proceedings. Pt. 3 / eds. Maciej Paszynski [i in.]. Cham : Springer, cop. 2021. s. 142-155. ISBN: 978-3-030-77966-5; 978-3-030-77967-2 Resources:DOISFX