Neil Mac Parthaláin

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 17

Top Topics

Nearest Neighbour

Feature Selection

Top Venues

Publications

Mizi Han, Yanpeng Qu, Neil Mac Parthaláin, Changjing Shang, Zihan Yao, Qiang Shen
Representation-Based Decision-Theoretic Rough Sets for Three-Way Classification. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Sebastian Gregory Dal Toé, Bernard Tiddeman, Neil Mac Parthaláin
Towards Reinforcement Learning for Non-stationary Environments. UKCI (2023)
Sam Fetherstonhaugh, John Martin, Tim Pearce, Neil Mac Parthaláin, Otar Akanyeti
Fuzzy Inference for Well Log Lithology Classification. UKCI (2022)
Xiangxin Song, Guanli Yue, Neil Mac Parthaláin, Yanpeng Qu
Mixture Kernel-Based Fuzzy-Rough Feature Selection. UKCI (2022)
Richard Jensen, Neil Mac Parthaláin, Mehran Amiri, Jörg Cassens
Noisy Instance Removal Using OWA-Based Fuzzy-Rough Sets. UKCI (2022)
Ling Zheng, Fei Chao, Neil Mac Parthaláin, Defu Zhang, Qiang Shen
Feature grouping and selection: A graph-based approach. Inf. Sci. 546 (2021)
Megan Taylor Bunker, Arshad Sher, Vera Akpokodje, Federico Villagra, Neil Mac Parthaláin, Otar Akanyeti
Towards Fuzzy Context-Aware Automatic Gait Assessments in Free-Living Environments. UKCI (2021)
Neil Mac Parthaláin, Richard Jensen, Ren Diao
Fuzzy-Rough Set Bireducts for Data Reduction. IEEE Trans. Fuzzy Syst. 28 (8) (2020)
Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys
Weight selection strategies for ordered weighted average based fuzzy rough sets. Inf. Sci. 501 (2019)
Richard Jensen, Mehran Amiri, Neil Mac Parthaláin
Effective instance selection using the fuzzy-rough lower approximation. FUZZ-IEEE (2019)
Kieran Stone, Reyer Zwiggelaar, Phil Jones, Neil Mac Parthaláin
Predicting Hospital Length of Stay for Accident and Emergency Admissions. UKCI (2019)
Yanpeng Qu, Changjing Shang, Neil Mac Parthaláin, Wei Wu, Qiang Shen
Multi-functional nearest-neighbour classification. Soft Comput. 22 (8) (2018)
Ben Daubney, Xianghua Xie, Jingjing Deng, Neil Mac Parthaláin, Reyer Zwiggelaar
Fixing the root node: Efficient tracking and detection of 3D human pose through local solutions. Image Vis. Comput. 52 (2016)
Fangyi Li, Qiang Shen, Ying Li, Neil Mac Parthaláin
Handwritten Chinese character recognition using fuzzy image alignment. Soft Comput. 20 (8) (2016)
Chengyuan Chen, Neil Mac Parthaláin, Ying Li, Chris J. Price, Chai Quek, Qiang Shen
Rough-fuzzy rule interpolation. Inf. Sci. 351 (2016)
Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys
Fuzzy rough sets for self-labelling: An exploratory analysis. FUZZ-IEEE (2016)
Mehran Amiri, Richard Jensen, Mahdi Eftekhari, Neil Mac Parthaláin
Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier. FUZZ-IEEE (2016)
Richard Jensen, Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys
Semi-Supervised Fuzzy-Rough Feature Selection. RSFDGrC (2015)
Richard Jensen, Neil Mac Parthaláin
Discovering fuzzy-rough reducts through Estimation of Distribution Algorithms. FUZZ-IEEE (2015)
Richard Jensen, Neil Mac Parthaláin
Towards scalable fuzzy-rough feature selection. Inf. Sci. 323 (2015)
Yanpeng Qu, Changjing Shang, Qiang Shen, Neil Mac Parthaláin, Wei Wu
Kernel-based Fuzzy-rough Nearest-neighbour Classification for Mammographic Risk Analysis. Int. J. Fuzzy Syst. 17 (3) (2015)
Neil Mac Parthaláin, Richard Jensen
Fuzzy-rough feature selection using flock of starlings optimisation. FUZZ-IEEE (2015)
Ren Diao, Neil Mac Parthaláin, Richard Jensen, Qiang Shen
Heuristic search for fuzzy-rough bireducts and its use in classifier ensembles. FUZZ-IEEE (2014)
Richard Jensen, Neil Mac Parthaláin
Nearest Neighbour-Based Fuzzy-Rough Feature Selection. RSCTC (2014)
Hui Fang, Neil Mac Parthaláin, Andrew J. Aubrey, Gary K. L. Tam, Rita Borgo, Paul L. Rosin, Philip W. Grant, A. David Marshall, Min Chen
Facial expression recognition in dynamic sequences: An integrated approach. Pattern Recognit. 47 (3) (2014)
Richard Jensen, Neil Mac Parthaláin, Chris Cornelis
Feature grouping-based fuzzy-rough feature selection. FUZZ-IEEE (2014)
Fangyi Li, Qiang Shen, Ying Li, Neil Mac Parthaláin
A fuzzy image congealing-based handwritten Chinese character recognition and classification system. UKCI (2014)
Ren Diao, Neil Mac Parthaláin, Qiang Shen
Dynamic feature selection with fuzzy-rough sets. FUZZ-IEEE (2013)
Yanpeng Qu, Qiang Shen, Neil Mac Parthaláin, Changjing Shang, Wei Wu
Fuzzy similarity-based nearest-neighbour classification as alternatives to their fuzzy-rough parallels. Int. J. Approx. Reason. 54 (1) (2013)
Neil Mac Parthaláin, Richard Jensen
Unsupervised fuzzy-rough set-based dimensionality reduction. Inf. Sci. 229 (2013)
Neil Mac Parthaláin, Richard Jensen
Simultaneous feature and instance selection using fuzzy-rough bireducts. FUZZ-IEEE (2013)
Neil Mac Parthaláin, Harry Strange
Fuzzy-entropy based image congealing. FUZZ-IEEE (2013)
Neil Mac Parthaláin, Richard Jensen
Fuzzy-rough set based semi-supervised learning. FUZZ-IEEE (2011)
Yanpeng Qu, Changjing Shang, Qiang Shen, Neil Mac Parthaláin, Wei Wu
Kernel-based fuzzy-rough nearest neighbour classification. FUZZ-IEEE (2011)
Neil Mac Parthaláin, Reyer Zwiggelaar
Machine Learning Techniques and Mammographic Risk Assessment. Digital Mammography / IWDM (2010)
Neil Mac Parthaláin, Richard Jensen
Measures for unsupervised fuzzy-rough feature selection. Int. J. Hybrid Intell. Syst. 7 (4) (2010)
Neil Mac Parthaláin, Qiang Shen
On rough sets, their recent extensions and applications. Knowl. Eng. Rev. 25 (4) (2010)
Neil Mac Parthaláin, Qiang Shen, Richard Jensen
A Distance Measure Approach to Exploring the Rough Set Boundary Region for Attribute Reduction. IEEE Trans. Knowl. Data Eng. 22 (3) (2010)
Neil Mac Parthaláin, Richard Jensen, Qiang Shen, Reyer Zwiggelaar
Fuzzy-rough approaches for mammographic risk analysis. Intell. Data Anal. 14 (2) (2010)
Neil Mac Parthaláin, Qiang Shen
Exploring the boundary region of tolerance rough sets for feature selection. Pattern Recognit. 42 (5) (2009)
Neil Mac Parthaláin, Richard Jensen
Measures for Unsupervised Fuzzy-Rough Feature Selection. ISDA (2009)
Neil Mac Parthaláin, Richard Jensen, Qiang Shen
Finding fuzzy-rough reducts with fuzzy entropy. FUZZ-IEEE (2008)
Neil Mac Parthaláin, Qiang Shen, Richard Jensen
Distance Measure Assisted Rough Set Feature Selection. FUZZ-IEEE (2007)
Neil Mac Parthaláin, Richard Jensen, Qiang Shen
Fuzzy Entropy-assisted Fuzzy-Rough Feature Selection. FUZZ-IEEE (2006)