Neil Mac Parthaláin

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Qiang ShenDepartment of Computer Science, Aberystwyth UniversityVerified email at aber.ac.uk
Richard JensenDepartment of Computer Science, Aberystwyth UniversityVerified email at aber.ac.uk
Reyer ZwiggelaarDepartment of Computer Science, Aberystwyth UniversityVerified email at aber.ac.uk
Chris CornelisResearcher of Computer Science, Ghent UniversityVerified email at ugent.be
Paul BrewerAberystwyth UniversityVerified email at aber.ac.uk
Michael RoseReader in Livestock Science, Aberystwyth UniversityVerified email at aber.ac.uk
Sarah VluymansUniversiteit GentVerified email at ugent.be
Yvan SaeysVIB - Ghent UniversityVerified email at ugent.be
David MarshallProfessor of Computer Vision, Cardiff UniversityVerified email at cs.cardiff.ac.uk
Gary KL TamSenior Lecturer, School of Computer Science, Swansea UniversityVerified email at swansea.ac.uk
Rita BorgoComputer Science Department, Swansea UniversityVerified email at swansea.ac.uk
Andrew J. AubreyResearch Associate, Cardiff UniversityVerified email at cs.cardiff.ac.uk
Paul L. RosinSchool of Computer Science, Cardiff UniversityVerified email at cs.cf.ac.uk
Hui FangLecturer, Loughborough UniversityVerified email at lboro.ac.uk
Ren DiaoWandera, Ltd.Verified email at wandera.com
Davide DeganelloSwansea UniversityVerified email at swansea.ac.uk
Mehran AmiriُStudent at university of Hildesheim, GermanyVerified email at uni-hildesheim.de
Harry StrangeVerified email at ucl.ac.uk
Mahdi EftekhariDepartment of Computer Engineering, Shahid Bahonar University of KermanVerified email at uk.ac.ir
Xianghua XieProfessor, Computer Science, Swansea University, UKVerified email at swansea.ac.uk

Neil Mac Parthaláin

Lecturer, Computer Science, Aberystwyth University

Verified email at aber.ac.uk - Homepage

Artificial Intelligence Rough Sets Fuzzy Sets Feature Selection Classification


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A distance measure approach to exploring the rough set boundary region for attribute reduction N Parthaláin, Q Shen, R Jensen IEEE Transactions on Knowledge and Data Engineering 22 (3), 305-317, 2009	168	2009
Exploring the boundary region of tolerance rough sets for feature selection N Mac Parthalain, Q Shen Pattern recognition 42 (5), 655-667, 2009	138	2009
Machine learning methods on exhaled volatile organic compounds for distinguishing COPD patients from healthy controls CO Phillips, Y Syed, N Mac Parthaláin, R Zwiggelaar, TC Claypole, ... Journal of breath research 6 (3), 036003, 2012	74	2012
Unsupervised fuzzy-rough set-based dimensionality reduction N Mac Parthaláin, R Jensen Information Sciences 229, 106-121, 2013	70	2013
Facial expression recognition in dynamic sequences: An integrated approach H Fang, N Mac Parthaláin, AJ Aubrey, GKL Tam, R Borgo, PL Rosin, ... Pattern Recognition 47 (3), 1271-1281, 2014	63	2014
A novel behavioral model of the pasture-based dairy cow from GPS data using data mining and machine learning techniques ML Williams, N Mac Parthaláin, P Brewer, WPJ James, MT Rose Journal of dairy science 99 (3), 2063-2075, 2016	58	2016
Towards scalable fuzzy–rough feature selection R Jensen, N Mac Parthaláin Information Sciences 323, 1-15, 2015	52	2015
Fuzzy-rough approaches for mammographic risk analysis N Mac Parthaláin, R Jensen, Q Shen, R Zwiggelaar Intelligent Data Analysis 14 (2), 225-244, 2010	48	2010
Measures for unsupervised fuzzy-rough feature selection NM Parthaláin, R Jensen International Journal of Hybrid Intelligent Systems 7 (4), 249-259, 2010	43	2010
Rough-fuzzy rule interpolation C Chen, N Mac Parthaláin, Y Li, C Price, C Quek, Q Shen Information Sciences 351, 1-17, 2016	38	2016
Fuzzy entropy-assisted fuzzy-rough feature selection N Mac Parthaláin, R Jensen, Q Shen 2006 IEEE International Conference on Fuzzy Systems, 423-430, 2006	34	2006
On rough sets, their recent extensions and applications N Mac Parthaláin, Q Shen The knowledge engineering review 25 (4), 365-395, 2010	32	2010
Short-term intra-subject variation in exhaled volatile organic compounds (VOCs) in COPD patients and healthy controls and its effect on disease classification C Phillips, N Mac Parthaláin, Y Syed, D Deganello, T Claypole, K Lewis Metabolites 4 (2), 300-318, 2014	31	2014
Kernel-based fuzzy-rough nearest neighbour classification Y Qu, C Shang, Q Shen, N Mac Parthaláin, W Wu 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), 1523-1529, 2011	26	2011
Simultaneous feature and instance selection using fuzzy-rough bireducts N Mac Parthaláin, R Jensen 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2013	25	2013
Fuzzy similarity-based nearest-neighbour classification as alternatives to their fuzzy-rough parallels Y Qu, Q Shen, N Mac Parthaláin, C Shang, W Wu International Journal of Approximate Reasoning 54 (1), 184-195, 2013	23	2013
Fuzzy-rough set based semi-supervised learning N Mac Parthaláin, R Jensen 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), 2465-2472, 2011	21	2011
Kernel-based fuzzy-rough nearest-neighbour classification for mammographic risk analysis Y Qu, C Shang, Q Shen, N Mac Parthaláin, W Wu International Journal of Fuzzy Systems 17 (3), 471-483, 2015	16	2015
Weight selection strategies for ordered weighted average based fuzzy rough sets S Vluymans, N Mac Parthaláin, C Cornelis, Y Saeys Information Sciences 501, 155-171, 2019	12	2019
Semi-supervised fuzzy-rough feature selection R Jensen, S Vluymans, N Mac Parthaláin, C Cornelis, Y Saeys Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 185-195, 2015	12	2015

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