Dr Richard Jensen BSc (Lancaster), MSc (Edinburgh), PhD (Edinburgh)
Lecturer
- LecturerDepartment of Computer Science - Teaching And Research
Department of Computer Science
Llandinam Building
Penglais
Aberystwyth
- 2020
Fuzzy-Rough Set Bireducts for Data Reduction
MacParthaláin, N., Jensen, R. & Diao, R., 31 Aug 2020, In: IEEE Transactions on Fuzzy Systems. 28, 8, p. 1840-1850 11 p., 8740984.Research output: Contribution to journal › Article › peer-review
- 2019
- Published
Effective instance selection using the fuzzy-rough lower approximation
Jensen, R., Amiri, M. & MacParthaláin, N., 10 Oct 2019, 2019 IEEE International Conference on Fuzzy Systems: FUZZ-IEEE. IEEE Press, 8858799. (IEEE International Conference on Fuzzy Systems; vol. 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
- 2017
Feature selection for high dimensional imbalanced class data using harmony search
Moayedikia, A., Ong, K., Boo, Y. L., Yeoh, W. G. S. & Jensen, R., 31 Jan 2017, In: Engineering Applications of Artificial Intelligence. 57, p. 38-49 12 p.Research output: Contribution to journal › Article › peer-review
- 2016
Missing data imputation using fuzzy-rough methods
Amiri, M. & Jensen, R., 12 Sept 2016, In: Neurocomputing. 205, p. 152-164Research output: Contribution to journal › Article › peer-review
- Published
Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier
Amiri, M., Jensen, R., Eftekhari, M. & MacParthaláin, N., 2016, 2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE). IEEE Press, p. 1934-1941 8 p. (IEEE International Fuzzy Systems Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
- 2015
- Published
Semi-Supervised Fuzzy-Rough Feature Selection
Jensen, R., Vluymans, S., MacParthaláin, N., Cornelis, C. & Saeys, Y., 15 Dec 2015, Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 15th International Conference, RSFDGrC. Yao, Y., Hu, Q., Yu, H. & Grzymala-Busse, J. W. (eds.). Springer Nature, p. 185-195 11 p. (Lecture Notes in Artificial Intelligence; vol. 9437).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
Towards scalable fuzzy–rough feature selection
Jensen, R. & MacParthaláin, N., 01 Dec 2015, In: Information Sciences. 323, p. 1-15 15 p.Research output: Contribution to journal › Article › peer-review
Weighted bee colony algorithm for discrete optimization problems with application to feature selection
Moayedikia, A., Jensen, R., Wiil, U. K. & Forsati, R., 30 Sept 2015, In: Engineering Applications of Artificial Intelligence. 44, p. 153-167 15 p.Research output: Contribution to journal › Article › peer-review
- Published
Discovering Fuzzy-Rough Reducts through Estimation of Distribution Algorithms
Jensen, R. & MacParthaláin, N., 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Yazici, A., Pal, NR., Kaymak, U., Martin, T., Ishibuchi, H., Lin, CT., Sousa, JMC. & Tutmez, B. (eds.). IEEE Press, p. 1-8 8 p. (IEEE International Fuzzy Systems Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
- Published
Fuzzy-Rough Feature Selection using Flock of Starlings Optimisation
MacParthaláin, N. & Jensen, R., 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Yazici, A., Pal, NR., Kaymak, U., Martin, T., Ishibuchi, H., Lin, CT., Sousa, JMC. & Tutmez, B. (eds.). IEEE Press, 8 p. (IEEE International Fuzzy Systems Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)