Dr Richard Jensen BSc (Lancaster), MSc (Edinburgh), PhD (Edinburgh)
Lecturer
- LecturerCyfrifiadureg - Dysgu ac Ymchwil
Cyfrifiadureg
Llandinam Building
Penglais
Aberystwyth
- 2020
Fuzzy-Rough Set Bireducts for Data Reduction
MacParthaláin, N., Jensen, R. & Diao, R., 31 Awst 2020, Yn: IEEE Transactions on Fuzzy Systems. 28, 8, t. 1840-1850 11 t., 8740984.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Dangosydd eitem ddigidol (DOI): 10.1109/TFUZZ.2019.2921935- 2019
- Cyhoeddwyd
Effective instance selection using the fuzzy-rough lower approximation
Jensen, R., Amiri, M. & MacParthaláin, N., 10 Hyd 2019, 2019 IEEE International Conference on Fuzzy Systems: FUZZ-IEEE. IEEE Press, 8858799. (IEEE International Conference on Fuzzy Systems; Cyfrol 2019).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)
Dangosydd eitem ddigidol (DOI): 10.1109/FUZZ-IEEE.2019.8858799 - 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 Ion 2017, Yn: Engineering Applications of Artificial Intelligence. 57, t. 38-49 12 t.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Dangosydd eitem ddigidol (DOI): 10.1016/j.engappai.2016.10.008- 2016
Missing data imputation using fuzzy-rough methods
Amiri, M. & Jensen, R., 12 Medi 2016, Yn: Neurocomputing. 205, t. 152-164Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Dangosydd eitem ddigidol (DOI): 10.1016/j.neucom.2016.04.015- Cyhoeddwyd
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, t. 1934-1941 8 t. (IEEE International Fuzzy Systems Conference Proceedings).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)
Dangosydd eitem ddigidol (DOI): 10.1109/FUZZ-IEEE.2016.7737928 - 2015
- Cyhoeddwyd
Semi-Supervised Fuzzy-Rough Feature Selection
Jensen, R., Vluymans, S., MacParthaláin, N., Cornelis, C. & Saeys, Y., 15 Rhag 2015, Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 15th International Conference, RSFDGrC. Yao, Y., Hu, Q., Yu, H. & Grzymala-Busse, J. W. (gol.). Springer Nature, t. 185-195 11 t. (Lecture Notes in Artificial Intelligence; Cyfrol 9437).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)
Dangosydd eitem ddigidol (DOI): 10.1007/978-3-319-25783-9_17 Towards scalable fuzzy–rough feature selection
Jensen, R. & MacParthaláin, N., 01 Rhag 2015, Yn: Information Sciences. 323, t. 1-15 15 t.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Dangosydd eitem ddigidol (DOI): 10.1016/j.ins.2015.06.025Weighted bee colony algorithm for discrete optimization problems with application to feature selection
Moayedikia, A., Jensen, R., Wiil, U. K. & Forsati, R., 30 Medi 2015, Yn: Engineering Applications of Artificial Intelligence. 44, t. 153-167 15 t.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Dangosydd eitem ddigidol (DOI): 10.1016/j.engappai.2015.06.003- Cyhoeddwyd
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. (gol.). IEEE Press, t. 1-8 8 t. (IEEE International Fuzzy Systems Conference Proceedings).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)
Dangosydd eitem ddigidol (DOI): 10.1109/FUZZ-IEEE.2015.7338022 - Cyhoeddwyd
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. (gol.). IEEE Press, 8 t. (IEEE International Fuzzy Systems Conference Proceedings).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)