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.

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

Selected publications
1	Referat konferencyjny 2026 Tomasz Walkowiak Classification of literary epochs by TF-IDF, transformers, and large language models. W: Artificial Intelligence and Soft Computing : 24th International Conference, ICAISC 2025 Zakopane, Poland, June 22–26, 2025. Proceedings, Part I / eds. Leszek Rutkowski [i in.]. Cham : Springer Nature Switzerland AG, cop. 2026. s. 219-228. ISBN: 978-3-032-03704-6; 978-3-032-03705-3 Zasoby:DOIURLSFX
2	Artykuł 2025 Adam Pawłowski, Ewa Kalinowska, Tomasz Walkowiak Au-delà de l’attribution d’auteur: la stylométrie permet-elle d’identifier l’«identité collective» des textes littéraires et le sexe des auteurs? Analyse comparée de la fiction narrative d’Europe et d’Afrique = Beyond authorship attribution: Can stylometry reveal the collective identity of literary texts and the gender of their authors? A comparative study of narrative fiction from Europe and Africa. Romanica Cracoviensia. 2025, vol. 25, nr 3, s. 203-227. ISSN: 1732-8705; 2084-3917 Zasoby:DOIURLSFX
3	Rozdział w monografii 2025 Adam Pawłowski, Tomasz Walkowiak Lars G Johnsen, Linguistic correlates of semantic knowledge ontologies: an example of UDC and DDC classification. W: Mathematical Modelling in Linguistics and Text Analysis: Theory and applications / eds. Adam Pawłowski [i in.]. Amsterdam : John Benjamins Publishing Company, cop. 2025. s. 161–172. ISBN: 9789027244482; 9789027228376 Zasoby:URLSFX
4	Referat konferencyjny 2025 Jeremi Ochab, Mateusz Matias, Tymoteusz Boba, Tomasz Walkowiak StylOch at PAN: gradient-boosted trees with frequency-based stylometric features : Notebook for the PAN Lab at CLEF 2025. W: Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2025), Madrid, Spain, 9-12 September 2025 / eds. Guglielmo Faggioli [i in.]. RWTH : Aachen, 2025. s. 3865-3874. Zasoby:URLSFX
5	Artykuł 2025 Tomasz Walkowiak Bartosz Walkowiak, Infrastructure for the deployment of Large Language Models: challenges and solutions. International Journal of Electronics and Telecommunications. 2025, vol. 71, nr 3, s. 1-8. ISSN: 2081-8491; 2300-1933 Zasoby:DOIURLSFX
6	Referat konferencyjny 2025 Tomasz Walkowiak Energy efficiency in large language models: an empirical study. W: Advances in Dependable Systems and Networks : Proceedings of the Twentieth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 30 – July 3, 2025, Brunów, Poland / eds. Wojciech Zamojski [i in.]. Cham : Springer Nature Switzerland AG, cop. 2025. s. 221-228. ISBN: 978-3-031-92733-1; 978-3-031-92734-8 Zasoby:DOIURLSFX
7	Referat konferencyjny 2025 Mateusz Gniewkowski Paweł T Walkowiak Marek Klonowski Tomasz Walkowiak Precise language deception: XAI driven targeted adversarial examples with restricted knowledge. W: Computational Science - ICCS 2025 : 25th International Conference, Singapore, Singapore, July 7-9, 2025 : Proceedings. Pt. 1 / eds. Michael H. Lees [i in.]. Cham : Springer Nature Switzerland AG, cop. 2025. s. 49-60. ISBN: 978-3-031-97625-4; 978-3-031-97626-1 Zasoby:DOIURLSFX
8	Redakcja materiałów konferencyjnych 2025 Wojciech Zamojski Jacek Mazurkiewicz Jarosław Sugier Tomasz Walkowiak Janusz Kacprzyk, Advances in Dependable Systems and Networks : Proceedings of the Twentieth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 30 – July 3, 2025, Brunów, Poland. Cham: Springer Nature Switzerland AG, cop. 2025. XVI, 258 s. ISBN: 978-3-031-92733-1; 978-3-031-92734-8 (Lecture Notes in Networks and Systems, ISSN 2367-3370; vol. 1427) Zasoby:DOIURL
9	Artykuł 2025 Maciej Piasecki Agnieszka Dziob-Zadworna Arkadiusz Janz Jan Kocoń Tomasz Naskręt Marcin Ł Oleksy Ewa K Rudnicka Tomasz Walkowiak Jan A Wieczorek Krzysztof Hwaszcz CLARIN‑PL: a user centred language technology infrastructure. Language Resources and Evaluation. 2025, vol. 59, s. 4493-4528. ISSN: 1574-020X; 1574-0218 Zasoby:DOIURLSFX
10	Referat konferencyjny 2024 Adam Pawłowski, Tomasz Walkowiak NLP for digital humanities: Processing chronological text corpora. W: The 4th International Conference on Natural Language Processing for Digital Humanities : Proceedings of the Conference : November 16, 2024, Miami, USA / eds. Mika Hämäläinen [i in.]. Stroudsburg : Association for Computational Linguistics, cop. 2024. s. 105-112. ISBN: 979-8-89176-181-0 Zasoby:DOIURL

All employee publications