Arkadiusz Wojna

According to our database, Arkadiusz Wojna authored at least 19 papers between 1999 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

QMAK: Interacting with Machine Learning Models and Visualizing Classification Process.

Arkadiusz Wojna, Katarzyna Jachim, Lukasz Kosson, Lukasz Kowalski, Damian Manski, Michal Manski, Krzysztof Mroczek, Krzysztof Niemkiewicz, Robert Piszczatowski, Maciej Próchniak, Tomasz Romanczuk, Piotr Skibinski, Marcin Staszczyk, Michal Szostakiewicz, Leszek Tur, Damian Wójcik, Maciej Zuchniak

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

Explainability in RIONA Algorithm Combining Rule Induction and Instance-Based Learning.

Grzegorz Góra, Andrzej Skowron, Arkadiusz Wojna

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

2019

Rseslib 3: Library of Rough Set and Machine Learning Methods with Extensible Architecture.

Arkadiusz Wojna, Rafal Latkowski

Trans. Rough Sets, 2019

2018

Rseslib 3: Open Source Library of Rough Set and Machine Learning Methods.

Arkadiusz Wojna, Rafal Latkowski

Proceedings of the Rough Sets - International Joint Conference, 2018

2013

Two Database Related Interpretations of Rough Approximations: Data Organization and Query Execution.

Dominik Slezak, Piotr Synak, Arkadiusz Wojna, Jakub Wroblewski

Fundam. Informaticae, 2013

2011

Injecting Domain Knowledge into RDBMS - Compression of Alphanumeric Data Attributes.

Marcin Kowalski, Dominik Slezak, Graham Toppin, Arkadiusz Wojna

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

2006

Multimodal Classification: Case Studies.

Andrzej Skowron, Hui Wang, Arkadiusz Wojna, Jan G. Bazan

Trans. Rough Sets, 2006

2005

Analogy-Based Reasoning in Classifier Construction.

Arkadiusz Wojna

Trans. Rough Sets, 2005

Combination of Metric-Based and Rule-Based Classification.

Arkadiusz Wojna

Proceedings of the Rough Sets, 2005

A Hierarchical Approach to Multimodal Classification.

Andrzej Skowron, Hui Wang, Arkadiusz Wojna, Jan G. Bazan

Proceedings of the Rough Sets, 2005

2004

K Nearest Neighbor Classification with Local Induction of the Simple Value Difference Metric.

Andrzej Skowron, Arkadiusz Wojna

Proceedings of the Rough Sets and Current Trends in Computing, 2004

On the Evolution of Rough Set Exploration System.

Jan G. Bazan, Marcin S. Szczuka, Arkadiusz Wojna, Marcin Wojnarski

Proceedings of the Rough Sets and Current Trends in Computing, 2004

2003

Center-Based Indexing in Vector and Metric Spaces.

Arkadiusz Wojna

Fundam. Informaticae, 2003

Center-Based Indexing for Nearest Neighbors Search.

Arkadiusz Wojna

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

2002

RIONA: A New Classification System Combining Rule Induction and Instance-Based Learning.

Grzegorz Góra, Arkadiusz Wojna

Fundam. Informaticae, 2002

Local Attribute Value Grouping for Lazy Rule Induction.

Grzegorz Góra, Arkadiusz Wojna

Proceedings of the Rough Sets and Current Trends in Computing, 2002

RIONA: A Classifier Combining Rule Induction and k-NN Method with Automated Selection of Optimal Neighbourhood.

Grzegorz Góra, Arkadiusz Wojna

Proceedings of the Machine Learning: ECML 2002, 2002

2000

Constraint Based Incremental Learning of Classification Rules.

Arkadiusz Wojna

Proceedings of the Rough Sets and Current Trends in Computing, 2000

1999

Counter Machines.

Arkadiusz Wojna

Inf. Process. Lett., 1999