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 CornelisAssociate professor, Ghent UniversityVerified email at ugent.be
Sarah VluymansUniversiteit GentVerified email at ugent.be
Yvan SaeysVIB - Ghent UniversityVerified email at ugent.be
Ren DiaoShenzhen Module X Technology Co., Ltd.Verified email at wandera.com
Paul BrewerAberystwyth UniversityVerified email at aber.ac.uk
Michael RoseDirector, Tasmanian Institute of Agriculture, University of TasmaniaVerified email at utas.edu.au
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 BorgoInformatics Department, King's College LondonVerified email at kcl.ac.uk
Andrew J. AubreyResearch Associate, Cardiff UniversityVerified email at cs.cardiff.ac.uk
Paul L. RosinSchool of Computer Science and Informatics, Cardiff UniversityVerified email at cs.cf.ac.uk
Hui FangSenior Lecturer, Loughborough UniversityVerified email at lboro.ac.uk
Davide DeganelloSwansea UniversityVerified email at swansea.ac.uk
Mehran AmiriHybrid Lidar Systems, GermanyVerified email at uni-hildesheim.de
Mahdi EftekhariProfessor of Computer Eng, Shahid Bahonar University of Kerman, Kerman, IranVerified email at uk.ac.ir
Harry StrangeVerified email at ucl.ac.uk
Xianghua XieProfessor, Computer Science, Swansea University, UKVerified email at swansea.ac.uk

Neil Mac Parthaláin

Senior 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	179	2009
A systematic review of the prediction of hospital length of stay: Towards a unified framework K Stone, R Zwiggelaar, P Jones, N Mac Parthaláin PLOS digital health 1 (4), e0000017, 2022	156	2022
Exploring the boundary region of tolerance rough sets for feature selection N Mac Parthalain, Q Shen Pattern recognition 42 (5), 655-667, 2009	153	2009
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	98	2016
Unsupervised fuzzy-rough set-based dimensionality reduction N Mac Parthaláin, R Jensen Information Sciences 229, 106-121, 2013	98	2013
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	95	2012
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	76	2014
Towards scalable fuzzy–rough feature selection R Jensen, N Mac Parthaláin Information Sciences 323, 1-15, 2015	62	2015
Rough-fuzzy rule interpolation C Chen, N Mac Parthaláin, Y Li, C Price, C Quek, Q Shen Information Sciences 351, 1-17, 2016	59	2016
Fuzzy-rough approaches for mammographic risk analysis N Mac Parthaláin, R Jensen, Q Shen, R Zwiggelaar Intelligent Data Analysis 14 (2), 225-244, 2010	55	2010
Measures for unsupervised fuzzy-rough feature selection NM Parthaláin, R Jensen International Journal of Hybrid Intelligent Systems 7 (4), 249-259, 2010	50	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	47	2014
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	44	2019
Fuzzy entropy-assisted fuzzy-rough feature selection N Mac Parthaláin, R Jensen, Q Shen 2006 IEEE International Conference on Fuzzy Systems, 423-430, 2006	36	2006
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	35	2013
On rough sets, their recent extensions and applications N Mac Parthaláin, Q Shen The knowledge engineering review 25 (4), 365-395, 2010	32	2010
Fuzzy-rough set bireducts for data reduction N Mac Parthaláin, R Jensen, R Diao IEEE Transactions on Fuzzy Systems 28 (8), 1840-1850, 2019	31	2019
Feature grouping and selection: A graph-based approach L Zheng, F Chao, N Mac Parthaláin, D Zhang, Q Shen Information Sciences 546, 1256-1272, 2021	30	2021
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	30	2013
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	30	2011

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