Tomasz Walkowiak

90 papers A 2B 3C 3Misc 5Journal 6Unranked 62

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Evaluating Cost-Efficiency of LLMs in a RAG Setup on Polish Wikipedia: Quality vs. Energy Consumption. EACL (Student Research Workshop) Patrycja Smits, Tomasz Walkowiak
2025	J	`jnl`	CLARIN-PL: a user centred language technology infrastructure. Lang. Resour. Evaluation Maciej Piasecki, Agnieszka Dziob, Arkadiusz Janz, Jan Kocon, Tomasz Naskret, Marcin Oleksy, Ewa Rudnicka, Tomasz Walkowiak, Jan Wieczorek, Krzysztof Hwaszcz
2025	—	`conf`	Classification of Literary Epochs by TF-IDF, Transformers, and Large Language Models. ICAISC (1) Tomasz Walkowiak
2025	J	`jnl`	PLLuM: A Family of Polish Large Language Models. CoRR Jan Kocon, Maciej Piasecki, Arkadiusz Janz, Teddy Ferdinan, Lukasz Radlinski, Bartlomiej Koptyra, Marcin Oleksy, Stanislaw Wozniak, Pawel Walkowiak, Konrad Wojtasik, Julia Moska, Tomasz Naskret, Bartosz Walkowiak, Mateusz Gniewkowski, Kamil Szyc, Dawid Motyka, Dawid Banach, Jonatan Dalasinski, Ewa Rudnicka, Bartlomiej Alberski, Tomasz Walkowiak, Aleksander Szczesny, Maciej Markiewicz, Tomasz Bernas, Hubert Mazur, Kamil Zyta, Mateusz Tykierko, Grzegorz Chodak, Tomasz Kajdanowicz, Przemyslaw Kazienko, Agnieszka Karlinska, Karolina Seweryn, Anna Kolos, Maciej Chrabaszcz, Katarzyna Lorenc, Aleksandra Krasnodebska, Artur Wilczek, Katarzyna Dziewulska, Paula Betscher, Zofia Cieslinska, Katarzyna Kowol, Daria Mikos, Maciej Trzcinski, Dawid Krutul, Marek Kozlowski, Slawomir Dadas, Rafal Poswiata, Michal Perelkiewicz, Malgorzata Grebowiec, Maciej Kazula, Marcin Bialas, Roman Roszko, Danuta Roszko, Jurgita Vaicenoniene, Andrius Utka, Pawel Levchuk, Pawel Kowalski, Irena Prawdzic-Jankowska, Maciej Ogrodniczuk, Monika Borys, Anna Bulinska, Wiktoria Gumienna, Witold Kieras, Dorota Komosinska, Katarzyna Krasnowska-Kieras, Lukasz Kobylinski, Martyna Lewandowska, Marek Lazinski, Mikolaj Latkowski, Dawid Mastalerz, Beata Milewicz, Agnieszka Anna Mykowiecka, Angelika Peljak-Lapinska, Sandra Penno, Zuzanna Przybysz, Michal Rudolf, Piotr Rybak, Karolina Saputa, Aleksandra Tomaszewska, Aleksander Wawer, Marcin Wolinski, Joanna Woloszyn, Alina Wróblewska, Bartosz Zuk, Filip Zarnecki, Konrad Kaczynski, Anna Cichosz, Zuzanna Deckert, Monika Garnys, Izabela Grabarczyk, Wojciech Janowski, Sylwia Karasinska, Aleksandra Kujawiak, Piotr Misztela, Maria Szymanska, Karolina Walkusz, Igor Siek, Jakub Kwiatkowski, Piotr Pezik
2025	—	`conf`	Precise Language Deception: XAI Driven Targeted Adversarial Examples with Restricted Knowledge. ICCS (1) Mateusz Gniewkowski, Pawel Walkowiak, Marek Klonowski, Tomasz Walkowiak
2025	J	`jnl`	StylOch at PAN: Gradient-Boosted Trees with Frequency-Based Stylometric Features. CoRR Jeremi K. Ochab, Mateusz Matias, Tymoteusz Boba, Tomasz Walkowiak
2025	—	`conf`	StylOch at PAN: Gradient-boosted trees with frequency-based stylometric features. CLEF (Working Notes) Jeremi K. Ochab, Mateusz Matias, Tymoteusz Boba, Tomasz Walkowiak
2024	—	`conf`	Assessing the Stability of Text-to-Text Models for Keyword Generation Tasks. ICCS (3) Tomasz Walkowiak
2024	—	`conf`	Beyond Overall Accuracy: Exploring Per-Class Performance Reveals Robustness and Safety Gaps in Deep Models. ICDM (Workshops) Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
2024	—	`conf`	Stylometric Analysis of Large Language Model-Generated Commentaries in the Context of Medical Neuroscience. ICCS (5) Jan K. Argasinski, Iwona Grabska-Gradzinska, Karol Przystalski, Jeremi K. Ochab, Tomasz Walkowiak
2023	—	`conf`	Authorship Attribution of Literary Texts Using Named Entity Masking and MaxLogit-Based Sequence Classification for Varying Text Lengths. ICAISC (1) Tomasz Walkowiak
2023	—	`conf`	Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs. ICCS (1) Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski
2023	A	`conf`	Do Not Trust Me: Explainability Against Text Classification. ECAI Mateusz Gniewkowski, Pawel Walkowiak, Piotr Syga, Marek Klonowski, Tomasz Walkowiak
2023	B	`conf`	How to select samples for active learning? Document clustering with active learning methodology. ICECCS Norbert Ropiak, Mateusz Gniewkowski, Michal Swedrowski, Michal Pogoda, Karol Gawron, Bartlomiej Bojanowski, Tomasz Walkowiak
2023	B	`conf`	Open versus Closed: A Comparative Empirical Assessment of Automated News Article Tagging Strategies. KES Michal Pogoda, Marcin Oleksy, Konrad Wojtasik, Tomasz Walkowiak, Bartosz Bojanowski
2023	—	`conf`	Providing Digital Answers to Disciplinary Questions with Graph Literary Exploration Machine. DH Maciej Maryl, Agnieszka Karlinska, Wiktor Walentynowicz, Tomasz Walkowiak
2023	A	`conf`	Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings. UAI Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
2022	—	`conf`	Author Attribution of Literary Texts in Polish by the Sequence Averaging. ICAISC (2) Tomasz Walkowiak
2022	—	`conf`	Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis. ICCS (1) Henryk Maciejewski, Tomasz Walkowiak, Kamil Szyc
2021	—	`conf`	Analysis of Toponyms from the Polish National Bibliography. HistoInformatics@JCDL Adam Pawlowski, Tomasz Walkowiak
2021	B	`conf`	Automated anonymization of text documents in Polish. KES Marcin Oleksy, Norbert Ropiak, Tomasz Walkowiak
2021	—	`conf`	Checking Robustness of Representations Learned by Deep Neural Networks. ECML/PKDD (5) Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
2021	—	`conf`	Comprehensive Punctuation Restoration for English and Polish. EMNLP (Findings) Michal Pogoda, Tomasz Walkowiak
2021	—	`conf`	On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection. ICCS (3) Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski
2021	C	`conf`	Text Document Clustering: Wordnet vs. TF-IDF vs. Word Embeddings. GWC Michal Marcinczuk, Mateusz Gniewkowski, Tomasz Walkowiak, Marcin Bedkowski
2021	J	`jnl`	Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis - and What to Use Instead. CoRR Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
2020	—	`conf`	Computer Based Stylometric Analysis of Texts in Ukrainian Language. ICAISC (2) Anton Mazurko, Tomasz Walkowiak
2020	—	`ed.`	Engineering in Dependability of Computer Systems and Networks - Proceedings of the 14th International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, July 1-5, 2019, Brunów, Poland DepCoS-RELCOMEX Wojciech Zamojski, Jacek Mazurkiewicz, Jaroslaw Sugier, Tomasz Walkowiak, Janusz Kacprzyk
2019	—	`conf`	Assessment of Document Similarity Visualisation Methods. LCT Mateusz Gniewkowski, Tomasz Walkowiak
2019	—	`ed.`	Contemporary Complex Systems and Their Dependability - Proceedings of the 13th International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, July 2-6, 2018, Brunów, Poland DepCoS-RELCOMEX Wojciech Zamojski, Jacek Mazurkiewicz, Jaroslaw Sugier, Tomasz Walkowiak, Janusz Kacprzyk
2019	—	`conf`	Distance Measures for Clustering of Documents in a Topic Space. DepCoS-RELCOMEX Tomasz Walkowiak, Mateusz Gniewkowski
2019	C	`conf`	Distance Metrics in Open-Set Classification of Text Documents by Local Outlier Factor and Doc2Vec. IEA/AIE Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
2019	Misc	`conf`	Evaluation of vector embedding models in clustering of text documents. RANLP Tomasz Walkowiak, Mateusz Gniewkowski
2019	—	`conf`	Intelligent Agent for Weather Parameters Prediction. DepCoS-RELCOMEX Jacek Mazurkiewicz, Tomasz Walkowiak, Jaroslaw Sugier, Przemyslaw Sliwinski, Krzysztof Helt
2019	—	`conf`	Low-Dimensional Classification of Text Documents. DepCoS-RELCOMEX Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
2019	—	`conf`	Open Set Subject Classification of Text Documents in Polish by Doc-to-Vec and Local Outlier Factor. ICAISC (2) Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
2019	—	`conf`	Utilizing Local Outlier Factor for Open-Set Classification in High-Dimensional Data - Case Study Applied for Text Documents. IntelliSys (1) Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
2018	—	`ed.`	Advances in Dependability Engineering of Complex Systems - Proceedings of the 12th International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, July 2-6, 2017, Brunów, Poland DepCoS-RELCOMEX Wojciech Zamojski, Jacek Mazurkiewicz, Jaroslaw Sugier, Tomasz Walkowiak, Janusz Kacprzyk
2018	—	`conf`	Bag-of-Words, Bag-of-Topics and Word-to-Vec Based Subject Classification of Text Documents in Polish - A Comparative Study. DepCoS-RELCOMEX Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
2018	—	`conf`	Dependability Analysis of Hierarchically Composed System-of-Systems. DepCoS-RELCOMEX Dariusz Caban, Tomasz Walkowiak
2018	—	`conf`	Feature Extraction in Subject Classification of Text Documents in Polish. ICAISC (2) Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
2018	—	`conf`	Polish Texts Topic Classification Evaluation. ICAART (2) Tomasz Walkowiak, Piotr Malak
2018	—	`conf`	Stylometry Analysis of Literary Texts in Polish. ICAISC (2) Tomasz Walkowiak, Maciej Piasecki
2017	—	`conf`	Computer Based Stylometric Analysis of Texts in Polish Language. ICAISC (2) Maciej Baj, Tomasz Walkowiak
2017	—	`conf`	Language Processing Modelling Notation - Orchestration of NLP Microservices. DepCoS-RELCOMEX Tomasz Walkowiak
2017	—	`conf`	Literary Exploration Machine A Web-Based Application for Textual Scholars. CLARIN Annual Conference Maciej Maryl, Maciej Piasecki, Tomasz Walkowiak
2017	—	`conf`	Literary Exploration Machine. New Tool for Distant Readers of Polish Literature.. DH Maciej Piasecki, Tomasz Walkowiak, Maciej Maryl
2017	—	`conf`	Open Stylometric System WebSty: Towards Multilingual and Multipurpose Workbench. CLARIN Annual Conference Maciej Piasecki, Tomasz Walkowiak, Maciej Eder
2017	—	`conf`	Specification of Constraints in a System-of-Systems Configuration. DepCoS-RELCOMEX Dariusz Caban, Tomasz Walkowiak
2017	—	`conf`	The Concept of Lexical Platform. LDK Workshops Maciej Piasecki, Tomasz Walkowiak, Ewa Rudnicka, Tomasz Naskret, Francis Bond
2016	—	`conf`	Asynchronous System for Clustering and Classifications of Texts in Polish. DepCoS-RELCOMEX Tomasz Walkowiak
2016	—	`ed.`	Dependability Engineering and Complex Systems - Proceedings of the Eleventh International Conference on Dependability and Complex Systems DepCoS-RELCOMEX. June 27-July 1, 2016, Brunów, Poland DepCoS-RELCOMEX Wojciech Zamojski, Jacek Mazurkiewicz, Jaroslaw Sugier, Tomasz Walkowiak, Janusz Kacprzyk
2016	—	`conf`	Simulation-Based Dependability Analysis of Systems in Multiple Time-Horizons. DepCoS-RELCOMEX Tomasz Walkowiak, Dariusz Caban
2016	—	`conf`	WebSty - an Open Web-based System for Exploring Stylometric Structures in Document Collections. DH Maciej Piasecki, Tomasz Walkowiak, Maciej Eder
2015	—	`conf`	Risk Assessment of Web Based Services. DepCoS-RELCOMEX Dariusz Caban, Tomasz Walkowiak
2015	—	`ed.`	Theory and Engineering of Complex Systems and Dependability - Proceedings of the Tenth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, June 29 - July 3 2015, Brunów, Poland "DepCoS-RELCOMEX Wojciech Zamojski, Jacek Mazurkiewicz, Jaroslaw Sugier, Tomasz Walkowiak, Janusz Kacprzyk
2015	—	`conf`	Web Based Engine for Processing and Clustering of Polish Texts. DepCoS-RELCOMEX Tomasz Walkowiak
2014	—	`conf`	Behavior of Web Servers in Stress Tests. DepCoS-RELCOMEX Tomasz Walkowiak
2014	—	`ed.`	Proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX. June 30 - July 4, 2014, Brunów, Poland "DepCoS-RELCOMEX Wojciech Zamojski, Jacek Mazurkiewicz, Jaroslaw Sugier, Tomasz Walkowiak, Janusz Kacprzyk
2014	—	`conf`	The Impact of Reconfiguration Time on the Dependability of Complex Web Based Systems. DepCoS-RELCOMEX Tomasz Walkowiak, Dariusz Caban
2013	—	`conf`	Automatic Load Testing of Web Application in SaaS Model. DepCoS-RELCOMEX Emil Stupiec, Tomasz Walkowiak
2013	—	`conf`	Discrete Transportation Systems Quality Performance Analysis by Critical States Detection. DepCoS-RELCOMEX Jacek Mazurkiewicz, Tomasz Walkowiak
2013	—	`ed.`	New Results in Dependability and Computer Systems - Proceedings of the 8th International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, September 9-13, 2013, Brunów, Poland "DepCoS-RELCOMEX Wojciech Zamojski, Jacek Mazurkiewicz, Jaroslaw Sugier, Tomasz Walkowiak, Janusz Kacprzyk
2013	—	`conf`	Reliability Analysis of Discrete Transportation Systems Using Critical States. DepCoS-RELCOMEX Dariusz Caban, Tomasz Walkowiak
2012	—	`conf`	Fuzzy Availability Analysis of Web Systems by Monte-Carlo Simulation. ICAISC (2) Tomasz Walkowiak, Jacek Mazurkiewicz, Katarzyna Nowak
2011	—	`conf`	Fuzzy Reliablity Analysis of Simulated Web Systems. ICCCI (1) Tomasz Walkowiak, Katarzyna Michalska
2010	J	`jnl`	Functional availability analysis of discrete transport system simulated by SSF tool. Int. J. Crit. Comput. Based Syst. Tomasz Walkowiak, Jacek Mazurkiewicz
2010	—	`conf`	Soft Computing Approach to Discrete Transport System Management. ICAISC (2) Tomasz Walkowiak, Jacek Mazurkiewicz
2009	—	`conf`	Analysis of Critical Situations in Discrete Transport Systems. DepCoS-RELCOMEX Tomasz Walkowiak, Jacek Mazurkiewicz
2009	—	`conf`	Information Systems Configuration Analysis using Event-driven Computer Simulation. MSVVEIS Tomasz Walkowiak, Katarzyna Michalska
2009	—	`conf`	Information Systems Performance Analysis Using Task-Level Simulator. DepCoS-RELCOMEX Tomasz Walkowiak
2008	—	`conf`	Agent Based Approach to Events Monitoring in Complex Information Systems. SECURWARE Marek Woda, Tomasz Walkowiak
2008	—	`conf`	Availability of Discrete Transport System Simulated by SSF Tool. DepCoS-RELCOMEX Tomasz Walkowiak, Jacek Mazurkiewicz
2008	—	`conf`	Dependability Aspects of e-Learning Systems. DepCoS-RELCOMEX Ali Al-Dahoud, Tomasz Walkowiak, Marek Woda
2008	—	`conf`	Functional Availability Analysis of Discrete Transport System Realized by SSF Simulator. ICCS (1) Tomasz Walkowiak, Jacek Mazurkiewicz
2008	—	`conf`	Hierarchical Approach to Dependability Analysis of Information Systems by Modeling and Simulation. SECURWARE Katarzyna Michalska, Tomasz Walkowiak
2008	—	`ch.`	Multiagent Monitoring System for Complex Network Infrastructure. New Challenges in Applied Intelligence Technologies Marcin M. Michalski, Tomasz Walkowiak
2008	Misc	`conf`	Neural Network Device for Reliability and Functional Analysis of Discrete Transport System. ICAISC Tomasz Walkowiak, Jacek Mazurkiewicz
2008	—	`ed.`	Third International Conference on Dependability of Computer Systems, DepCoS-RELCOMEX 2008, June 26-28, 2008, Szklarska Poreba, Poland DepCoS-RELCOMEX Wojciech Zamojski, Jacek Mazurkiewicz, Jaroslaw Sugier, Tomasz Walkowiak
2007	—	`conf`	Discrete transport system simulated by SSF for reliability and functional analysis. DepCoS-RELCOMEX Tomasz Walkowiak, Jacek Mazurkiewicz
2007	—	`conf`	Incident Detection and Analysis in Communication and Information Systems by Fuzzy Logic. DepCoS-RELCOMEX Tomasz Walkowiak, Tomasz Wilk
2006	—	`conf`	Computer modeling and simulation of discrete transport system with dispatcher for reliability and economic analysis. DepCoS-RELCOMEX Jacek Mazurkiewicz, Tomasz Walkowiak
2006	—	`conf`	Fuzzy approach to economic analysis of dispatcher driven discrete transport systems. DepCoS-RELCOMEX Tomasz Walkowiak, Jacek Mazurkiewicz
2006	Misc	`conf`	Genetic Approach to Modeling of a Dispatcher in Discrete Transport Systems. ICAISC Tomasz Walkowiak, Jacek Mazurkiewicz
2005	—	`conf`	Sequential Classification of Probabilistic Independent Feature Vectors Based on Multilayer Perceptron. ICANN (2) Tomasz Walkowiak
2005	C	`conf`	Sequential Classification of Probabilistic Independent Feature Vectors by Mixture Models. ISDA Tomasz Walkowiak
2005	J	`jnl`	Virtual Laboratories at Technical Universities. J. Digit. Inf. Manag. Tomasz Walkowiak
2004	Misc	`conf`	Fuzzy Economic Analysis of Simulated Discrete Transport System. ICAISC Jacek Mazurkiewicz, Tomasz Walkowiak
2004	Misc	`conf`	Hybrid Approach to Reliability and Functional Analysis of Discrete Transport System. International Conference on Computational Science Tomasz Walkowiak, Jacek Mazurkiewicz
2004	—	`conf`	Network Virtual Laboratory for External Devices Programming. ECBS Ryszard Klempous, Jan Nikodem, Tomasz Walkowiak, Jerzy W. Rozenblit