| 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 | 1037 | 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 | 811 | 2004 |
| New approaches to fuzzy-rough feature selection R Jensen, Q Shen IEEE Transactions on fuzzy systems 17 (4), 824-838, 2008 | 639 | 2008 |
| Fuzzy–rough attribute reduction with application to web categorization R Jensen, Q Shen Fuzzy sets and systems 141 (3), 469-485, 2004 | 633 | 2004 |
| Fuzzy-rough sets assisted attribute selection R Jensen, Q Shen IEEE Transactions on fuzzy systems 15 (1), 73-89, 2007 | 532 | 2007 |
| Computational intelligence and feature selection: rough and fuzzy approaches R Jensen, Q Shen John Wiley & Sons, 2008 | 482 | 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 | 320 | 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 | 290 | 2004 |
| Attribute selection with fuzzy decision reducts C Cornelis, R Jensen, G Hurtado, D Ślęzak Information Sciences 180 (2), 209-224, 2010 | 273 | 2010 |
| Fuzzy-rough data reduction with ant colony optimization R Jensen, Q Shen Fuzzy sets and systems 149 (1), 5-20, 2005 | 266 | 2005 |
| Combining rough and fuzzy sets for feature selection R Jensen University of Edinburgh, 2005 | 217 | 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 | 177 | 2009 |
| Missing data imputation using fuzzy-rough methods M Amiri, R Jensen Neurocomputing 205, 152-164, 2016 | 170 | 2016 |
| 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 | 149 | 2017 |
| Fuzzy-rough nearest neighbour classification and prediction R Jensen, C Cornelis Theoretical Computer Science 412 (42), 5871-5884, 2011 | 148 | 2011 |
| Fuzzy-rough sets for descriptive dimensionality reduction R Jensen, Q Shen 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE …, 2002 | 147 | 2002 |
| 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 | 126 | 2006 |
| Rough sets, their extensions and applications Q Shen, R Jensen International Journal of Automation and Computing 4 (3), 217-228, 2007 | 120 | 2007 |
| A New Approach to Fuzzy-Rough Nearest Neighbour Classification. R Jensen, C Cornelis RSCTC, 310-319, 2008 | 100 | 2008 |
| A rough set-aided system for sorting WWW bookmarks R Jensen, Q Shen Asia-Pacific conference on web intelligence, 95-105, 2001 | 100 | 2001 |
Neil Mac ParthaláinSenior Lecturer, Computer Science, Aberystwyth UniversityVahvistettu sähköpostiosoite verkkotunnuksessa aber.ac.uk
