Tomasz Walkowiak

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 42

Top Topics

Web Based Systems

Sequence Classification

Top Venues

DepCoS-RELCOMEX

Publications

Tomasz Walkowiak
Assessing the Stability of Text-to-Text Models for Keyword Generation Tasks. ICCS (3) (2024)
Jan K. Argasinski, Iwona Grabska-Gradzinska, Karol Przystalski, Jeremi K. Ochab, Tomasz Walkowiak
Stylometric Analysis of Large Language Model-Generated Commentaries in the Context of Medical Neuroscience. ICCS (5) (2024)
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings. UAI (2023)
Michal Pogoda, Marcin Oleksy, Konrad Wojtasik, Tomasz Walkowiak, Bartosz Bojanowski
Open versus Closed: A Comparative Empirical Assessment of Automated News Article Tagging Strategies. KES (2023)
Norbert Ropiak, Mateusz Gniewkowski, Michal Swedrowski, Michal Pogoda, Karol Gawron, Bartlomiej Bojanowski, Tomasz Walkowiak
How to select samples for active learning? Document clustering with active learning methodology. ICECCS (2023)
Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski
Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs. ICCS (1) (2023)
Maciej Maryl, Agnieszka Karlinska, Wiktor Walentynowicz, Tomasz Walkowiak
Providing Digital Answers to Disciplinary Questions with Graph Literary Exploration Machine. DH (2023)
Tomasz Walkowiak
Authorship Attribution of Literary Texts Using Named Entity Masking and MaxLogit-Based Sequence Classification for Varying Text Lengths. ICAISC (1) (2023)
Mateusz Gniewkowski, Piotr Syga, Marek Klonowski, Tomasz Walkowiak
Do Not Trust Me: Explainability Against Text Classification. ECAI (2023)
Henryk Maciejewski, Tomasz Walkowiak, Kamil Szyc
Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis. ICCS (1) (2022)
Tomasz Walkowiak
Author Attribution of Literary Texts in Polish by the Sequence Averaging. ICAISC (2) (2022)
Marcin Oleksy, Norbert Ropiak, Tomasz Walkowiak
Automated anonymization of text documents in Polish. KES (2021)
Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski
On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection. ICCS (3) (2021)
Adam Pawlowski, Tomasz Walkowiak
Analysis of Toponyms from the Polish National Bibliography. HistoInformatics@JCDL (2021)
Michal Marcinczuk, Mateusz Gniewkowski, Tomasz Walkowiak, Marcin Bedkowski
Text Document Clustering: Wordnet vs. TF-IDF vs. Word Embeddings. GWC (2021)
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis - and What to Use Instead. CoRR (2021)
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
Checking Robustness of Representations Learned by Deep Neural Networks. ECML/PKDD (5) (2021)
Michal Pogoda, Tomasz Walkowiak
Comprehensive Punctuation Restoration for English and Polish. EMNLP (Findings) (2021)
Anton Mazurko, Tomasz Walkowiak
Computer Based Stylometric Analysis of Texts in Ukrainian Language. ICAISC (2) (2020)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
Distance Metrics in Open-Set Classification of Text Documents by Local Outlier Factor and Doc2Vec. IEA/AIE (2019)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
Low-Dimensional Classification of Text Documents. DepCoS-RELCOMEX (2019)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
Open Set Subject Classification of Text Documents in Polish by Doc-to-Vec and Local Outlier Factor. ICAISC (2) (2019)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
Utilizing Local Outlier Factor for Open-Set Classification in High-Dimensional Data - Case Study Applied for Text Documents. IntelliSys (1) (2019)
Jacek Mazurkiewicz, Tomasz Walkowiak, Jaroslaw Sugier, Przemyslaw Sliwinski, Krzysztof Helt
Intelligent Agent for Weather Parameters Prediction. DepCoS-RELCOMEX (2019)
Mateusz Gniewkowski, Tomasz Walkowiak
Assessment of Document Similarity Visualisation Methods. LCT (2019)
Tomasz Walkowiak, Mateusz Gniewkowski
Distance Measures for Clustering of Documents in a Topic Space. DepCoS-RELCOMEX (2019)
Tomasz Walkowiak, Mateusz Gniewkowski
Evaluation of vector embedding models in clustering of text documents. RANLP (2019)
Dariusz Caban, Tomasz Walkowiak
Dependability Analysis of Hierarchically Composed System-of-Systems. DepCoS-RELCOMEX (2018)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
Bag-of-Words, Bag-of-Topics and Word-to-Vec Based Subject Classification of Text Documents in Polish - A Comparative Study. DepCoS-RELCOMEX (2018)
Tomasz Walkowiak, Maciej Piasecki
Stylometry Analysis of Literary Texts in Polish. ICAISC (2) (2018)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
Feature Extraction in Subject Classification of Text Documents in Polish. ICAISC (2) (2018)
Tomasz Walkowiak, Piotr Malak
Polish Texts Topic Classification Evaluation. ICAART (2) (2018)
Tomasz Walkowiak
Language Processing Modelling Notation - Orchestration of NLP Microservices. DepCoS-RELCOMEX (2017)
Maciej Piasecki, Tomasz Walkowiak, Ewa Rudnicka, Tomasz Naskret, Francis Bond
The Concept of Lexical Platform. LDK Workshops (2017)
Dariusz Caban, Tomasz Walkowiak
Specification of Constraints in a System-of-Systems Configuration. DepCoS-RELCOMEX (2017)
Maciej Maryl, Maciej Piasecki, Tomasz Walkowiak
Literary Exploration Machine A Web-Based Application for Textual Scholars. CLARIN Annual Conference (2017)
Maciej Baj, Tomasz Walkowiak
Computer Based Stylometric Analysis of Texts in Polish Language. ICAISC (2) (2017)
Maciej Piasecki, Tomasz Walkowiak, Maciej Maryl
Literary Exploration Machine. New Tool for Distant Readers of Polish Literature.. DH (2017)
Maciej Piasecki, Tomasz Walkowiak, Maciej Eder
Open Stylometric System WebSty: Towards Multilingual and Multipurpose Workbench. CLARIN Annual Conference (2017)
Tomasz Walkowiak
Asynchronous System for Clustering and Classifications of Texts in Polish. DepCoS-RELCOMEX (2016)
Tomasz Walkowiak, Dariusz Caban
Simulation-Based Dependability Analysis of Systems in Multiple Time-Horizons. DepCoS-RELCOMEX (2016)
Maciej Piasecki, Tomasz Walkowiak, Maciej Eder
WebSty - an Open Web-based System for Exploring Stylometric Structures in Document Collections. DH (2016)
Dariusz Caban, Tomasz Walkowiak
Risk Assessment of Web Based Services. DepCoS-RELCOMEX (2015)
Tomasz Walkowiak
Web Based Engine for Processing and Clustering of Polish Texts. DepCoS-RELCOMEX (2015)
Tomasz Walkowiak
Behavior of Web Servers in Stress Tests. DepCoS-RELCOMEX (2014)
Tomasz Walkowiak, Dariusz Caban
The Impact of Reconfiguration Time on the Dependability of Complex Web Based Systems. DepCoS-RELCOMEX (2014)
Jacek Mazurkiewicz, Tomasz Walkowiak
Discrete Transportation Systems Quality Performance Analysis by Critical States Detection. DepCoS-RELCOMEX (2013)
Emil Stupiec, Tomasz Walkowiak
Automatic Load Testing of Web Application in SaaS Model. DepCoS-RELCOMEX (2013)
Dariusz Caban, Tomasz Walkowiak
Reliability Analysis of Discrete Transportation Systems Using Critical States. DepCoS-RELCOMEX (2013)
Tomasz Walkowiak, Jacek Mazurkiewicz, Katarzyna Nowak
Fuzzy Availability Analysis of Web Systems by Monte-Carlo Simulation. ICAISC (2) (2012)
Tomasz Walkowiak, Katarzyna Michalska
Fuzzy Reliablity Analysis of Simulated Web Systems. ICCCI (1) (2011)
Tomasz Walkowiak, Jacek Mazurkiewicz
Functional availability analysis of discrete transport system simulated by SSF tool. Int. J. Crit. Comput. Based Syst. 1 (1/2/3) (2010)
Tomasz Walkowiak, Jacek Mazurkiewicz
Soft Computing Approach to Discrete Transport System Management. ICAISC (2) (2010)
Tomasz Walkowiak
Information Systems Performance Analysis Using Task-Level Simulator. DepCoS-RELCOMEX (2009)
Tomasz Walkowiak, Jacek Mazurkiewicz
Analysis of Critical Situations in Discrete Transport Systems. DepCoS-RELCOMEX (2009)
Tomasz Walkowiak, Katarzyna Michalska
Information Systems Configuration Analysis using Event-driven Computer Simulation. MSVVEIS (2009)
Marek Woda, Tomasz Walkowiak
Agent Based Approach to Events Monitoring in Complex Information Systems. SECURWARE (2008)
Tomasz Walkowiak, Jacek Mazurkiewicz
Neural Network Device for Reliability and Functional Analysis of Discrete Transport System. ICAISC (2008)
Tomasz Walkowiak, Jacek Mazurkiewicz
Functional Availability Analysis of Discrete Transport System Realized by SSF Simulator. ICCS (1) (2008)
Ali Al-Dahoud, Tomasz Walkowiak, Marek Woda
Dependability Aspects of e-Learning Systems. DepCoS-RELCOMEX (2008)
Tomasz Walkowiak, Jacek Mazurkiewicz
Availability of Discrete Transport System Simulated by SSF Tool. DepCoS-RELCOMEX (2008)
Katarzyna Michalska, Tomasz Walkowiak
Hierarchical Approach to Dependability Analysis of Information Systems by Modeling and Simulation. SECURWARE (2008)
Tomasz Walkowiak, Tomasz Wilk
Incident Detection and Analysis in Communication and Information Systems by Fuzzy Logic. DepCoS-RELCOMEX (2007)
Tomasz Walkowiak, Jacek Mazurkiewicz
Discrete transport system simulated by SSF for reliability and functional analysis. DepCoS-RELCOMEX (2007)
Jacek Mazurkiewicz, Tomasz Walkowiak
Computer modeling and simulation of discrete transport system with dispatcher for reliability and economic analysis. DepCoS-RELCOMEX (2006)
Tomasz Walkowiak, Jacek Mazurkiewicz
Fuzzy approach to economic analysis of dispatcher driven discrete transport systems. DepCoS-RELCOMEX (2006)
Tomasz Walkowiak, Jacek Mazurkiewicz
Genetic Approach to Modeling of a Dispatcher in Discrete Transport Systems. ICAISC (2006)
Tomasz Walkowiak
Sequential Classification of Probabilistic Independent Feature Vectors Based on Multilayer Perceptron. ICANN (2) (2005)
Tomasz Walkowiak
Sequential Classification of Probabilistic Independent Feature Vectors by Mixture Models. ISDA (2005)
Tomasz Walkowiak
Virtual Laboratories at Technical Universities. J. Digit. Inf. Manag. 3 (3) (2005)
Ryszard Klempous, Jan Nikodem, Tomasz Walkowiak, Jerzy W. Rozenblit
Network Virtual Laboratory for External Devices Programming. ECBS (2004)
Jacek Mazurkiewicz, Tomasz Walkowiak
Fuzzy Economic Analysis of Simulated Discrete Transport System. ICAISC (2004)
Tomasz Walkowiak, Jacek Mazurkiewicz
Hybrid Approach to Reliability and Functional Analysis of Discrete Transport System. International Conference on Computational Science (2004)