Conference papers
This page contains a list of my conference and workshop publications to date. Click on the paper title to view the abstract. Some of the papers are available for download.
2022
Richard Jensen, Neil Mac Parthaláin, Mehran Amiri and Jörg Cassens. Noisy instance removal using OWA-based fuzzy-rough sets. Proceedings of the 21st UK Workshop on Computational Intelligence (UKCI’22), 2022. (Won best paper award.)
2019
R. Jensen, M. Amiri and N. Mac Parthaláin. Effective instance selection using the fuzzy-rough lower approximation. Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 19), 2019.
2016
M. Amiri, R. Jensen, M. Eftekhari and N. Mac Parthaláin. Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier. Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 16), pp. 1934-1941, 2016.
2015
R. Jensen, S. Vluymans, N. Mac Parthaláin, C. Cornelis and Y. Saeys. Semi-Supervised Fuzzy-Rough Feature Selection. Proceedings of IJCRS, pp 185-195, 2015.
R. Jensen and N. Mac Parthaláin. Discovering Fuzzy-Rough Reducts through Estimation of Distribution Algorithms. Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE’15), 2015.
N. Mac Parthaláin and R. Jensen. Fuzzy-Rough Feature Selection using Flock of Starlings Optimisation. Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE’15), 2015.
2014
R. Jensen and N. Mac Parthaláin. Nearest Neighbour-Based Fuzzy-Rough Feature Selection. Lecture Notes in Computer Science Volume 8536, pp. 35-46, 2014.
R. Jensen, N. Mac Parthaláin and C. Cornelis. Feature Grouping-Based Fuzzy-Rough Feature Selection. Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE’14), pp. 1488-1495, 2014.
R. Diao, N. Mac Parthaláin, R. Jensen and Q. Shen Heuristic Search for Fuzzy-Rough Bireducts and its Use in Classifier Ensembles. Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE’14), pp. 1504-1511, 2014.
2013
N. Mac Parthaláin and R. Jensen. Simultaneous feature and instance selection using fuzzy-rough bireducts. Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE’13), 2013.
N. Verbiest, C. Cornelis, and R. Jensen. Quality, Frequency and Similarity Based Fuzzy Nearest Neighbor Classification. Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE’13), 2013.
2012
N. Verbiest, C. Cornelis, and R. Jensen. Fuzzy Rough Positive Region-based Nearest Neighbour Classification. Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE’12), pp. 1-7, 2012. published version
2011
R. Jensen. Fuzzy-rough data mining (tutorial paper). LNAI 6743, pp. 31-35, 2011.
N. Mac Parthaláin and R. Jensen. Fuzzy-Rough Set based Semi-Supervised Learning. Proceedings of the 20th International Conference on Fuzzy Systems (FUZZ-IEEE’11), pp. 2465-2471, 2011.
M. Goodarzi, S. Funar-Timofei, B. Dejaegher, R. Jensen, Y. Vander Heyden. Fuzzy rough set as feature selection for QSAR modeling of 2,4,5-trisubstituted imidazoles, nontoxic modulators of P-glycoprotein mediated multidrug resistance, 12th Scandinavian Symposium on Chemometrics (SSC12), 2011.
2010
C. Cornelis, N. Verbiest and R. Jensen. Ordered Weighted Average Based Fuzzy Rough Sets. Proceedings of the 5th International Conference on Rough Sets and Knowledge Technology (RSKT2010), pp. 78-85, 2010. (won best paper award)
R. Jensen, A. Tuson and Q. Shen. Extending Propositional Satisfiability to Determine Minimal Fuzzy-Rough Reducts. Proceedings of the 19th International Conference on Fuzzy Systems (FUZZ-IEEE’10), pp. 1415-1422, 2010.
R. Jensen and C. Cornelis. Fuzzy-rough instance selection. Proceedings of the 19th International Conference on Fuzzy Systems (FUZZ-IEEE’10), pp. 1776-1782, 2010.
2009
N. Mac Parthaláin and R. Jensen. Measures for Unsupervised Fuzzy-Rough Feature Selection. Proceedings of the International Conference on Intelligent Systems Design and Applications (ISDA’09), pp. 560-565, 2009.
R. Jensen, C. Cornelis and Q. Shen. Hybrid Fuzzy-Rough Rule Induction and Feature Selection. Proceedings of the 18th International Conference on Fuzzy Systems (FUZZ-IEEE’09), pp. 1151-1156, 2009.
R. Jensen and Q. Shen. Interval-valued Fuzzy-Rough Feature Selection in Datasets with Missing Values. Proceedings of the 18th International Conference on Fuzzy Systems (FUZZ-IEEE’09), pp. 610-615, 2009.
2008
R. Jensen and C. Cornelis. A New Approach to Fuzzy-Rough Nearest Neighbour Classification. Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing, pp. 310-319, 2008.
C. Cornelis and R. Jensen. A Noise-tolerant Approach to Fuzzy-Rough Feature Selection. Proceedings of the 17th International Conference on Fuzzy Systems (FUZZ-IEEE’08), pp. 1598-1605, 2008.
N. Mac Parthaláin, R. Jensen and Q. Shen. Finding Fuzzy-rough Reducts with Fuzzy Entropy. Proceedings of the 17th International Conference on Fuzzy Systems (FUZZ-IEEE’08), pp. 1282-1288, 2008.
C. Cornelis, G. Hurtado Martin, R. Jensen and D. Slezak. Feature Selection with Fuzzy Decision Reducts. Proceedings of the Third International Conference on Rough Sets and Knowledge Technology (RSKT’08), pp. 284-291, 2008.
R. Jensen and Q. Shen. Interval-valued Fuzzy-Rough Feature Selection and Application for Handling Missing Values in Datasets. Proceedings of the 8th Annual UK Workshop on Computational Intelligence (UKCI’08), 2008.
N. Mac Parthaláin, R. Jensen and Q. Shen. Rough and fuzzy-rough methods for mammographic data analysis. Proceedings of the 8th Annual UK Workshop on Computational Intelligence (UKCI’08), 2008.
2007
P. Lingras and R. Jensen. Survey of Rough and Fuzzy Hybridization. Proceedings of the 16th International Conference on Fuzzy Systems (FUZZ-IEEE’07), pp. 125-130, 2007.
R. Jensen and Q. Shen. Tolerance-based and Fuzzy-Rough Feature Selection. Proceedings of the 16th International Conference on Fuzzy Systems (FUZZ-IEEE’07), pp. 877-882, 2007.
N. Mac Parthaláin, Q. Shen and R. Jensen. Distance Measure Assisted Rough Set Feature Selection . Proceedings of the 16th International Conference on Fuzzy Systems (FUZZ-IEEE’07), pp. 1084-1089, 2007.
2006
R. Jensen and Q. Shen. Webpage Classification with ACO-enhanced Fuzzy-Rough Feature Selection. Proceedings of the Fifth International Conference on Rough Sets and Current Trends in Computing (RSCTC 2006), LNAI 4259, pp. 147-156. 2006.
N. Mac Parthaláin, R. Jensen and Q. Shen. Fuzzy entropy-assisted fuzzy-rough feature selection. Proceedings of the 15th International Conference on Fuzzy Systems (FUZZ-IEEE’06). 2006.
N. Mac Parthaláin, R. Jensen and Q. Shen. Comparing Fuzzy-Rough and Fuzzy Entropy-assisted Fuzzy-Rough Feature Selection. Proceedings of the 6th Annual Workshop on Computational Intelligence (UKCI’06). 2006.
2005
R. Jensen, Q. Shen and A. Tuson. Finding Rough Set Reducts with SAT. Proceedings of the 10th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, LNAI 3641, pp. 194-203, 2005.
R. Jensen and Q. Shen. Fuzzy-Rough Feature Significance for Fuzzy Decision Trees. Proceedings of the 2005 UK Workshop on Computational Intelligence, pp. 89-96. 2005.
pre-2005
R. Jensen and Q. Shen. Using Fuzzy Dependency-Guided Attribute Grouping in Feature Selection. Proceedings of the 9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing (RSFDGrC’2003), pp. 250-254, 2003.
R. Jensen and Q. Shen. Finding Rough Set Reducts with Ant Colony Optimization. Proceedings of the 2003 UK Workshop on Computational Intelligence, pp. 15-22, 2003.
R. Jensen and Q. Shen. Fuzzy-Rough Sets for Descriptive Dimensionality Reduction. Proceedings of the 11th International Conference on Fuzzy Systems, pp. 29-34, 2002.
R. Jensen and Q. Shen. Aiding Fuzzy Rule Induction with Fuzzy-Rough Attribute Reduction. Proceedings of the 2002 UK Workshop on Computational Intelligence, pp. 81-88, 2002.
R. Jensen and Q. Shen. A Rough Set-Aided System for Sorting WWW Bookmarks. In N. Zhong et al. (Eds.), Web Intelligence: Research and Development. pp. 95-105, 2001.
R. Jensen and Q. Shen. Rough and fuzzy sets for dimensionality reduction. Proceedings of the 2001 UK Workshop on Computational Intelligence, pp. 69-74, 2001.