Ensemble of Decision Rules for Ordinal Classification with Monotonicity Constraints

Rough Sets and Knowledge Technology - Lecture Notes in Computer Science ◽

10.1007/978-3-540-79721-0_38 ◽

2008 ◽

pp. 260-267 ◽

Author(s):

Krzysztof Dembczyński ◽

Wojciech Kotłowski ◽

Roman Słowiński

Keyword(s):

Decision Rules ◽

Ordinal Classification ◽

Monotonicity Constraints

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Ordinal Classification with Monotonicity Constraints

Advances in Data Mining. Applications in Medicine, Web Mining, Marketing, Image and Signal Mining - Lecture Notes in Computer Science ◽

10.1007/11790853_17 ◽

2006 ◽

pp. 217-225 ◽

Author(s):

Tomáš Horváth ◽

Peter Vojtáš

Keyword(s):

Ordinal Classification ◽

Monotonicity Constraints

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Learning Rule Ensembles for Ordinal Classification with Monotonicity Constraints

Fundamenta Informaticae ◽

10.3233/fi-2009-124 ◽

2009 ◽

Vol 94 (2) ◽

pp. 163-178 ◽

Author(s):

Krzysztof Dembczyński ◽

Wojciech Kotłowski. ◽

Roman Słowiński

Keyword(s):

Learning Rule ◽

Ordinal Classification ◽

Monotonicity Constraints

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Ordinal Classification with Decision Rules

Lecture Notes in Computer Science - Mining Complex Data ◽

10.1007/978-3-540-68416-9_14 ◽

2008 ◽

pp. 169-181 ◽

Author(s):

Krzysztof Dembczyński ◽

Wojciech Kotłowski ◽

Roman Słowiński

Keyword(s):

Decision Rules ◽

Ordinal Classification

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RULEM: A novel heuristic rule learning approach for ordinal classification with monotonicity constraints

Applied Soft Computing ◽

10.1016/j.asoc.2017.01.042 ◽

2017 ◽

Vol 60 ◽

pp. 858-873 ◽

Author(s):

Wouter Verbeke ◽

David Martens ◽

Bart Baesens

Keyword(s):

Rule Learning ◽

Learning Approach ◽

Heuristic Rule ◽

Ordinal Classification ◽

Monotonicity Constraints

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A Novel Method for Elimination of Inconsistencies in Ordinal Classification with Monotonicity Constraints

Fundamenta Informaticae ◽

10.3233/fi-2013-887 ◽

2013 ◽

Vol 126 (4) ◽

pp. 377-395 ◽

Author(s):

Weibin Deng ◽

Feng Hu ◽

Guoyin Wang ◽

Jerzy Błaszczyński ◽

Roman Słowiński ◽

...

Keyword(s):

Ordinal Classification ◽

Monotonicity Constraints ◽

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Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints

Computational Intelligence for Knowledge-Based Systems Design - Lecture Notes in Computer Science ◽

10.1007/978-3-642-14049-5_11 ◽

2010 ◽

pp. 99-108 ◽

Author(s):

Jerzy Błaszczyński ◽

Roman Słowiński ◽

Marcin Szeląg

Keyword(s):

Rough Set ◽

Ordinal Classification ◽

Monotonicity Constraints

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Exploiting Monotonicity Constraints in Active Learning for Ordinal Classification

Proceedings of the 2014 SIAM International Conference on Data Mining ◽

10.1137/1.9781611973440.76 ◽

2014 ◽

Author(s):

Pieter Soons ◽

Ad Feelders

Keyword(s):

Active Learning ◽

Ordinal Classification ◽

Monotonicity Constraints

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Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging

Rough Sets and Current Trends in Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-13529-3_42 ◽

2010 ◽

pp. 392-401 ◽

Author(s):

Jerzy Błaszczyński ◽

Roman Słowiński ◽

Jerzy Stefanowski

Keyword(s):

Ordinal Classification ◽

Monotonicity Constraints

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On Different Ways of Handling Inconsistencies in Ordinal Classification with Monotonicity Constraints

Communications in Computer and Information Science - Advances on Computational Intelligence ◽

10.1007/978-3-642-31709-5_31 ◽

2012 ◽

pp. 300-309 ◽

Author(s):

Jerzy Błaszczyński ◽

Weibin Deng ◽

Feng Hu ◽

Roman Słowiński ◽

Marcin Szeląg ◽

...

Keyword(s):

Ordinal Classification ◽

Monotonicity Constraints

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On Nonparametric Ordinal Classification with Monotonicity Constraints

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2012.204 ◽

2013 ◽

Vol 25 (11) ◽

pp. 2576-2589 ◽

Author(s):

Wojciech Kotlowski ◽

Roman Slowinski

Keyword(s):

Ordinal Classification ◽

Monotonicity Constraints

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