Richard Jensen
Richard Jensen
Department of Computer Science, Aberystwyth University
Verified email at
Cited by
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Feature selection based on rough sets and particle swarm optimization
X Wang, J Yang, X Teng, W Xia, R Jensen
Pattern recognition letters 28 (4), 459-471, 2007
Semantics-preserving dimensionality reduction: rough and fuzzy-rough-based approaches
R Jensen, Q Shen
IEEE Transactions on knowledge and data engineering 16 (12), 1457-1471, 2004
Fuzzy–rough attribute reduction with application to web categorization
R Jensen, Q Shen
Fuzzy sets and systems 141 (3), 469-485, 2004
New approaches to fuzzy-rough feature selection
R Jensen, Q Shen
IEEE Transactions on fuzzy systems 17 (4), 824-838, 2008
Fuzzy-rough sets assisted attribute selection
R Jensen, Q Shen
IEEE Transactions on fuzzy systems 15 (1), 73-89, 2007
Computational intelligence and feature selection: rough and fuzzy approaches
R Jensen, Q Shen
John Wiley & Sons, 2008
Finding rough set reducts with ant colony optimization
R Jensen, Q Shen
Proceedings of the 2003 UK workshop on computational intelligence 1 (2), 15-22, 2003
Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring
Q Shen, R Jensen
Pattern recognition 37 (7), 1351-1363, 2004
Fuzzy-rough data reduction with ant colony optimization
R Jensen, Q Shen
Fuzzy sets and systems 149 (1), 5-20, 2005
Attribute selection with fuzzy decision reducts
C Cornelis, R Jensen, G Hurtado, D Ślęzak
Information Sciences 180 (2), 209-224, 2010
Combining rough and fuzzy sets for feature selection
R Jensen
University of Edinburgh, 2005
A distance measure approach to exploring the rough set boundary region for attribute reduction
N Parthaláin, Q Shen, R Jensen
IEEE Transactions on Knowledge and Data Engineering 22 (3), 305-317, 2009
Fuzzy-rough sets for descriptive dimensionality reduction
R Jensen, Q Shen
2002 IEEE World Congress on Computational Intelligence. 2002 IEEE …, 2002
A new approach to fuzzy-rough nearest neighbour classification
R Jensen, C Cornelis
Rough Sets and Current Trends in Computing, 310-319, 2008
Rough set feature selection and rule induction for prediction of malignancy degree in brain glioma
X Wang, J Yang, R Jensen, X Liu
Computer methods and programs in biomedicine 83 (2), 147-156, 2006
Fuzzy-rough nearest neighbour classification and prediction
R Jensen, C Cornelis
Theoretical Computer Science 412 (42), 5871-5884, 2011
Rough sets, their extensions and applications
Q Shen, R Jensen
International Journal of Automation and Computing 4 (3), 217-228, 2007
A rough set-aided system for sorting WWW bookmarks
R Jensen, Q Shen
Asia-Pacific conference on web intelligence, 95-105, 2001
Feature selection for high dimensional imbalanced class data using harmony search
A Moayedikia, KL Ong, YL Boo, WGS Yeoh, R Jensen
Engineering Applications of Artificial Intelligence 57, 38-49, 2017
Ant colony optimization as a feature selection method in the QSAR modeling of anti-HIV-1 activities of 3-(3, 5-dimethylbenzyl) uracil derivatives using MLR, PLS and SVM regressions
M Goodarzi, MP Freitas, R Jensen
Chemometrics and intelligent laboratory systems 98 (2), 123-129, 2009
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