Tomasz Walkowiak
Orcid: 0000-0002-7749-4251
According to our database1,
Tomasz Walkowiak
authored at least 72 papers
between 2004 and 2023.
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Bibliography
2023
Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings.
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Open versus Closed: A Comparative Empirical Assessment of Automated News Article Tagging Strategies.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
How to select samples for active learning? Document clustering with active learning methodology.
Proceedings of the 27th International Conference on Engineering of Complex Computer Systems, 2023
Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs.
Proceedings of the Computational Science - ICCS 2023, 2023
Authorship Attribution of Literary Texts Using Named Entity Masking and MaxLogit-Based Sequence Classification for Varying Text Lengths.
Proceedings of the Artificial Intelligence and Soft Computing, 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Providing Digital Answers to Disciplinary Questions with Graph Literary Exploration Machine.
Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023
2022
Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis.
Proceedings of the Computational Science - ICCS 2022, 2022
Proceedings of the Artificial Intelligence and Soft Computing, 2022
2021
Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis - and What to Use Instead.
CoRR, 2021
Proceedings of the 11th Global Wordnet Conference, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
Proceedings of the 6th International Workshop on Computational History (HistoInformatics 2021) co-located with ACM/IEEE Joint Conference on Digital Libraries 2021 (JCDL 2021), 2021
On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection.
Proceedings of the Computational Science - ICCS 2021, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
2020
Proceedings of the Artificial Intelligence and Soft Computing, 2020
2019
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019
Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2019
Utilizing Local Outlier Factor for Open-Set Classification in High-Dimensional Data - Case Study Applied for Text Documents.
Proceedings of the Intelligent Systems and Applications, 2019
Distance Metrics in Open-Set Classification of Text Documents by Local Outlier Factor and Doc2Vec.
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019
Open Set Subject Classification of Text Documents in Polish by Doc-to-Vec and Local Outlier Factor.
Proceedings of the Artificial Intelligence and Soft Computing, 2019
Proceedings of the Engineering in Dependability of Computer Systems and Networks, 2019
Proceedings of the Engineering in Dependability of Computer Systems and Networks, 2019
Proceedings of the Engineering in Dependability of Computer Systems and Networks, 2019
2018
Proceedings of the Artificial Intelligence and Soft Computing, 2018
Proceedings of the Artificial Intelligence and Soft Computing, 2018
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018
Bag-of-Words, Bag-of-Topics and Word-to-Vec Based Subject Classification of Text Documents in Polish - A Comparative Study.
Proceedings of the Contemporary Complex Systems and Their Dependability, 2018
Proceedings of the Contemporary Complex Systems and Their Dependability, 2018
2017
Proceedings of the LDK 2017 Workshops: 1st Workshop on the OntoLex Model (OntoLex-2017), 2017
Proceedings of the Artificial Intelligence and Soft Computing, 2017
Proceedings of the 12th Annual International Conference of the Alliance of Digital Humanities Organizations, 2017
Proceedings of the Advances in Dependability Engineering of Complex Systems, 2017
Proceedings of the Advances in Dependability Engineering of Complex Systems, 2017
Proceedings of the Selected papers from the CLARIN Annual Conference 2017, 2017
Proceedings of the Selected papers from the CLARIN Annual Conference 2017, 2017
2016
WebSty - an Open Web-based System for Exploring Stylometric Structures in Document Collections.
Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016
Proceedings of the Dependability Engineering and Complex Systems, 2016
Proceedings of the Dependability Engineering and Complex Systems, 2016
2015
Proceedings of the Theory and Engineering of Complex Systems and Dependability - Proceedings of the Tenth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, June 29, 2015
Proceedings of the Theory and Engineering of Complex Systems and Dependability - Proceedings of the Tenth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, June 29, 2015
2014
The Impact of Reconfiguration Time on the Dependability of Complex Web Based Systems.
Proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX. June 30, 2014
Proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX. June 30, 2014
2013
Proceedings of the New Results in Dependability and Computer Systems, 2013
Discrete Transportation Systems Quality Performance Analysis by Critical States Detection.
Proceedings of the New Results in Dependability and Computer Systems, 2013
Proceedings of the New Results in Dependability and Computer Systems, 2013
2012
Proceedings of the Artificial Intelligence and Soft Computing, 2012
2011
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011
2010
Int. J. Crit. Comput. Based Syst., 2010
Proceedings of the Artifical Intelligence and Soft Computing, 2010
2009
Information Systems Configuration Analysis using Event-driven Computer Simulation.
Proceedings of the Modelling, 2009
Proceedings of the Fourth International Conference on Dependability of Computer Systems, 2009
Proceedings of the Fourth International Conference on Dependability of Computer Systems, 2009
2008
Proceedings of the New Challenges in Applied Intelligence Technologies, 2008
Proceedings of the Second International Conference on Emerging Security Information, 2008
Hierarchical Approach to Dependability Analysis of Information Systems by Modeling and Simulation.
Proceedings of the Second International Conference on Emerging Security Information, 2008
Functional Availability Analysis of Discrete Transport System Realized by SSF Simulator.
Proceedings of the Computational Science, 2008
Neural Network Device for Reliability and Functional Analysis of Discrete Transport System.
Proceedings of the Artificial Intelligence and Soft Computing, 2008
Proceedings of the Third International Conference on Dependability of Computer Systems, 2008
Proceedings of the Third International Conference on Dependability of Computer Systems, 2008
2007
Incident Detection and Analysis in Communication and Information Systems by Fuzzy Logic.
Proceedings of the 2007 International Conference on Dependability of Computer Systems (DepCoS-RELCOMEX 2007), 2007
Proceedings of the 2007 International Conference on Dependability of Computer Systems (DepCoS-RELCOMEX 2007), 2007
2006
Proceedings of the Artificial Intelligence and Soft Computing, 2006
Proceedings of the 2006 International Conference on Dependability of Computer Systems (DepCoS-RELCOMEX 2006), 2006
Computer modeling and simulation of discrete transport system with dispatcher for reliability and economic analysis.
Proceedings of the 2006 International Conference on Dependability of Computer Systems (DepCoS-RELCOMEX 2006), 2006
2005
Sequential Classification of Probabilistic Independent Feature Vectors by Mixture Models.
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005
Sequential Classification of Probabilistic Independent Feature Vectors Based on Multilayer Perceptron.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
2004
Proceedings of the Computational Science, 2004
Proceedings of the Artificial Intelligence and Soft Computing, 2004
Proceedings of the 11th IEEE International Conference on the Engineering of Computer-Based Systems (ECBS 2004), 2004