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.

### 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.