E-mail: 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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Selected publications
1	Proceeding paper 2024 Tomasz Walkowiak, Assessing the stability of text-to-text models for keyword generation tasks. W: Computational Science - ICCS 2024 : 24th International Conference, Malaga, Spain, July 2-4, 2024 : Proceedings. Pt. 3 / eds. Leonardo Franco [i in.]. Cham : Springer, cop. 2024. s. 112-119. ISBN: 978-3-031-63758-2; 978-3-031-63759-9 Resources:DOISFX
2	Proceeding paper 2024 Bartosz Walkowiak, Tomasz Walkowiak, Assessing inference time in Large Language Models. W: System Dependability - Theory and Applications : Proceedings of the Nineteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, July 1-5, 2024, Brunów, Poland / eds. Wojciech Zamojski [i in.]. Cham : Springer, cop. 2024. s. 296-305. ISBN: 978-3-031-61856-7; 978-3-031-61857-4 Resources:DOISFX
3	Monographs and other books editing 2024 Wojciech Zamojski, Jacek Mazurkiewicz, Jarosław Sugier, Tomasz Walkowiak, Janusz Kacprzyk, System Dependability - Theory and Applications : Proceedings of the Nineteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, July 1-5, 2024, Brunów, Poland. Cham: Springer, cop. 2024. XIV, 362 s. ISBN: 978-3-031-61856-7; 978-3-031-61857-4 (Lecture Notes in Networks and Systems, ISSN 2367-3370; vol. 1026) Resources:URL
4	Article 2024 Bartosz Walkowiak, Tomasz Walkowiak, Implementation of language models within an infrastructure designed for Natural Language Processing. International Journal of Electronics and Telecommunications. 2024, vol. 70, nr 1, s. 153-159. ISSN: 2081-8491; 2300-1933 Resources:DOISFX
5	Monograph chapter 2024 Weronika Świerczyńska-Głownia, Tomasz Walkowiak, The presidential campaign of Małgorzata Kidawa-Błońska in media discourse: analysis based on statistical corpus analysis and topic modelling. W: Politics and the Media in Poland from the 19th to the 21st Centuries / eds. Evelina Kristanova, Rafał Habielski, and Małgorzata Such-Pyrgiel. Leiden : BRILL, cop. 2024. s. 271-292. ISBN: 978-90-04-68799-8; 978-90-04-68336-5 Resources:DOISFX
6	Monograph chapter 2023 Tomasz Walkowiak, Mateusz Gniewkowski, Michał Pogoda, Norbert Ropiak, Anonymizer for Polish language. W: Progress in Polish Artificial Intelligence Research 4 / eds. Adam Wojciechowski, Piotr Lipiński. Łódź : Wydawnictwo Politechniki Łódzkiej, 2023. s. 281-284. ISBN: 978-83-66741-92-8 Resources:DOIURLSFX
7	Proceeding paper 2023 Norbert Ropiak, Mateusz Gniewkowski, Michal Swedrowski, Michał Pogoda, Karol Gawron, Bartłomiej Bojanowski, Tomasz Walkowiak, How to select samples for active learning? Document clustering with active learning methodology. W: 2023 27th International Conference on Engineering of Complex Computer Systems ICECCS 2023, 14-16 June 2023 Toulouse, France : proceedings. Piscataway : IEEE, cop. 2023. s. 42-50. ISBN: 979-8-3503-4004-4 Resources:DOIURL
8	Monograph chapter 2023 Adam Pawłowski, Tomasz Walkowiak, Statistical tools, automatic taxonomies, and topic modelling in the study of self-promotional mission and vision texts of Polish universities. W: Quantitative Approachesto Universality andIndividuality in Language / eds. Makoto Yamazaki [i in.]. Berlin ; Boston : Walter de Gruyter, cop. 2023. s. 131-146. ISBN: 978-3-11-062808-1 Resources:DOIURLSFX
9	Proceeding paper 2023 Tomasz Walkowiak, Deployment of deep models in NLP infrastructure. W: Dependable Computer Systems and Networks : proceedings of the Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, July 3-7, 2023, Brunów, Poland / eds. Wojciech Zamojski [i in.]. Cham : Springer, cop. 2023. s. 319-326. ISBN: 978-3-031-37719-8; 978-3-031-37720-4 Resources:DOIURLSFX
10	Proceeding paper 2023 Tomasz Walkowiak, Authorship attribution of literary texts using named entity masking and maxlogit-based sequence classification for varying text lengths. W: Artificial Intelligence and Soft Computing : 22nd International Conference, ICAISC 2023, Zakopane, June 18-22, 2023 : proceedings. Pt. 1 / eds. Leszek Rutkowski [i in.]. Cham : Springer, cop. 2023. s. 296-303. ISBN: 978-3-031-42504-2; 978-3-031-42505-9 Resources:DOIURLSFX

All publications