Dr Neil Mac Parthalain BSc (Cardiff), MSc.(Wales), PhD(Wales)
Senior Lecturer
- Senior LecturerCyfrifiadureg - Dysgu ac Ymchwil
Cyfrifiadureg
- 2016
Fuzzy Rough Sets for Self-Labelling: an Exploratory Analysis
Vluymans, S., MacParthaláin, N., Cornelis, C. & Saeys, Y., Gorff 2016, Fuzzy Rough Sets for Self-Labelling: an Exploratory Analysis.Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)
A novel behavioral model of the pasture-based dairy cow from GPS data using data mining and machine learning techniques
Williams, M., MacParthaláin, N., Brewer, P., James, P. & Rose, M., 31 Maw 2016, Yn: Journal of Dairy Science. 99, 3, t. 2063-2075 13 t.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Dangosydd eitem ddigidol (DOI): 10.3168/jds.2015-10254- 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.2015.06.025Kernel-based fuzzy-rough nearest-neighbour classification for mammographic risk analysis
Qu, Y., Shang, C., Shen, Q., MacParthaláin, N. & Wu, W., 23 Mai 2015, Yn: International Journal of Fuzzy Systems. 17, 3, t. 471-483Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Dangosydd eitem ddigidol (DOI): 10.1007/s40815-015-0044-1- 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)
- 2014
Short-term intra-subject variation in exhaled volatile organic compounds (VOCs) in COPD patients and healthy controls and its effect on disease classification
Phillips, C., MacParthaláin, N., Syed, Y., Deganello, D., Claypole, T. & Lewis, K., 09 Mai 2014, Yn: Metabolites. 4, 2, t. 300-318 19 t.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Dangosydd eitem ddigidol (DOI): 10.3390/metabo4020300- Cyhoeddwyd
Facial expression recognition in dynamic sequences: An integrated approach
Fang, H., MacParthaláin, N., Aubrey, A. J., Tam, G. K. L., Borgo, R., Rosin, P. L., Grant, P. W., Marshall, D. & Chen, M., 31 Maw 2014, Yn: Pattern Recognition. 47, 3, t. 1271-1281 11 t.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Dangosydd eitem ddigidol (DOI): 10.1016/j.patcog.2013.09.023