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International Journal of General Systems Volume 42, 2013 - Issue 6: Data Mining and Soft Computing
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Articles

Data-driven adaptive selection of rule quality measures for improving rule induction and filtration algorithms

Marek Sikora Institute of Computer Science, Silesian University of Technology, Gliwice, Poland; Institute of Innovative Technologies EMAG, Katowice, PolandCorrespondence[email protected]
&
Łukasz Wróbel Institute of Computer Science, Silesian University of Technology, Gliwice, Poland
Pages 594-613 | Received 29 Sep 2011, Accepted 18 Feb 2013, Published online: 30 May 2013

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Joaquín Abellán, Griselda López, Laura Garach & Javier G. Castellano. (2017) Extraction of decision rules via imprecise probabilities. International Journal of General Systems 46:4, pages 313-331.
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Articles from other publishers (16)

Adam Gudyś, Marek Sikora & Łukasz Wróbel. (2024) Separate and conquer heuristic allows robust mining of contrast sets in classification, regression, and survival data. Expert Systems with Applications 248, pages 123376.
Crossref
Qili Guo. (2020) Research on Automatic Classification of Chinese National Folk Music from the Perspective of Mooc Based on Generalized Rule Induction Algorithm. Research on Automatic Classification of Chinese National Folk Music from the Perspective of Mooc Based on Generalized Rule Induction Algorithm.
Mariya Nazarkevych, Marta Kipish, Yaroslav Voznyi, Yelyzaveta Sydorenko, Mariya Podavalkina & Oleksii Shevchuk. (2019) Fingerprint Recognition Device is Built on the Method of Filtering Ateb-Gabor. Fingerprint Recognition Device is Built on the Method of Filtering Ateb-Gabor.
Marek Sikora, Łukasz Wróbel & Adam Gudyś. (2019) GuideR: A guided separate-and-conquer rule learning in classification, regression, and survival settings. Knowledge-Based Systems 173, pages 1-14.
Crossref
Paweł Matyszok, Marek Sikora & Łukasz Wróbel. 2018. Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety. Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety 182 193 .
Michał Kozielski, Paweł Matyszok, Marek Sikora & Łukasz Wróbel. 2018. Man-Machine Interactions 5. Man-Machine Interactions 5 301 310 .
Beata Zielosko & Krzysztof Żabiński. 2018. Advances in Feature Selection for Data and Pattern Recognition. Advances in Feature Selection for Data and Pattern Recognition 73 93 .
Łukasz Wróbel, Adam Gudyś & Marek Sikora. (2017) Learning rule sets from survival data. BMC Bioinformatics 18:1.
Crossref
Beata Zielosko. 2016. Man–Machine Interactions 4. Man–Machine Interactions 4 639 650 .
Beata Zielosko. 2015. Beyond Databases, Architectures and Structures. Beyond Databases, Architectures and Structures 267 276 .
Ł. Wróbel & M. Sikora. (2018) Censoring Weighted Separate-and-Conquer Rule Induction from Survival Data. Methods of Information in Medicine 53:02, pages 137-148.
Crossref
Beata Zielosko. 2014. Rough Sets and Intelligent Systems Paradigms. Rough Sets and Intelligent Systems Paradigms 237 247 .
Jerzy Stefanowski. 2014. Rough Sets and Intelligent Systems Paradigms. Rough Sets and Intelligent Systems Paradigms 1 13 .
Beata Zielosko. 2014. Beyond Databases, Architectures, and Structures. Beyond Databases, Architectures, and Structures 170 179 .
Łukasz Wróbel, Marek Sikora & Adam Skowron. 2012. Multi-disciplinary Trends in Artificial Intelligence. Multi-disciplinary Trends in Artificial Intelligence 284 295 .
Marek Sikora, Adam Skowron & Łukasz Wróbel. 2012. Artificial Intelligence: Methodology, Systems, and Applications. Artificial Intelligence: Methodology, Systems, and Applications 162 171 .

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