Neil Mac Parthaláin
Neil Mac Parthaláin
Senior Lecturer, Computer Science, Aberystwyth University
E-mailová adresa ověřena na: - Domovská stránka
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
Exploring the boundary region of tolerance rough sets for feature selection
N Mac Parthalain, Q Shen
Pattern recognition 42 (5), 655-667, 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
Unsupervised fuzzy-rough set-based dimensionality reduction
N Mac Parthaláin, R Jensen
Information Sciences 229, 106-121, 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
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
Towards scalable fuzzy–rough feature selection
R Jensen, N Mac Parthaláin
Information Sciences 323, 1-15, 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
Rough-fuzzy rule interpolation
C Chen, N Mac Parthaláin, Y Li, C Price, C Quek, Q Shen
Information Sciences 351, 1-17, 2016
Measures for unsupervised fuzzy-rough feature selection
NM Parthaláin, R Jensen
International Journal of Hybrid Intelligent Systems 7 (4), 249-259, 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
Fuzzy entropy-assisted fuzzy-rough feature selection
N Mac Parthaláin, R Jensen, Q Shen
2006 IEEE International Conference on Fuzzy Systems, 423-430, 2006
On rough sets, their recent extensions and applications
N Mac Parthaláin, Q Shen
The knowledge engineering review 25 (4), 365-395, 2010
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
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
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
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
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
Kernel-based fuzzy-rough nearest-neighbour classification for mammographic risk analysis
Y Qu, C Shang, Q Shen, NM Parthaláin, W Wu
International Journal of Fuzzy Systems 17, 471-483, 2015
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
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Články 1–20