Neil Mac Parthaláin

According to our database, Neil Mac Parthaláin authored at least 44 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Representation-Based Decision-Theoretic Rough Sets for Three-Way Classification.

Mizi Han, Yanpeng Qu, Neil Mac Parthaláin, Changjing Shang, Zihan Yao, Qiang Shen

IEEE Trans. Emerg. Top. Comput. Intell., June, 2024

2023

Towards Reinforcement Learning for Non-stationary Environments.

Sebastian Gregory Dal Toé, Bernard Tiddeman, Neil Mac Parthaláin

Proceedings of the Advances in Computational Intelligence Systems, 2023

2022

Mixture Kernel-Based Fuzzy-Rough Feature Selection.

Xiangxin Song, Guanli Yue, Neil Mac Parthaláin, Yanpeng Qu

Proceedings of the Advances in Computational Intelligence Systems, 2022

Noisy Instance Removal Using OWA-Based Fuzzy-Rough Sets.

Richard Jensen, Neil Mac Parthaláin, Mehran Amiri, Jörg Cassens

Proceedings of the Advances in Computational Intelligence Systems, 2022

Fuzzy Inference for Well Log Lithology Classification.

Sam Fetherstonhaugh, John Martin, Tim Pearce, Neil Mac Parthaláin, Otar Akanyeti

Proceedings of the Advances in Computational Intelligence Systems, 2022

2021

Feature grouping and selection: A graph-based approach.

Ling Zheng, Fei Chao, Neil Mac Parthaláin, Defu Zhang, Qiang Shen

Inf. Sci., 2021

Towards Fuzzy Context-Aware Automatic Gait Assessments in Free-Living Environments.

Megan Taylor Bunker, Arshad Sher, Vera Akpokodje, Federico Villagra, Neil Mac Parthaláin, Otar Akanyeti

Proceedings of the Advances in Computational Intelligence Systems, 2021

2020

Fuzzy-Rough Set Bireducts for Data Reduction.

Neil Mac Parthaláin, Richard Jensen, Ren Diao

IEEE Trans. Fuzzy Syst., 2020

2019

Weight selection strategies for ordered weighted average based fuzzy rough sets.

Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys

Inf. Sci., 2019

Predicting Hospital Length of Stay for Accident and Emergency Admissions.

Kieran Stone, Reyer Zwiggelaar, Phil Jones, Neil Mac Parthaláin

Proceedings of the Advances in Computational Intelligence Systems, 2019

Effective instance selection using the fuzzy-rough lower approximation.

Richard Jensen, Mehran Amiri, Neil Mac Parthaláin

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018

Multi-functional nearest-neighbour classification.

Yanpeng Qu, Changjing Shang, Neil Mac Parthaláin, Wei Wu, Qiang Shen

Soft Comput., 2018

2016

Handwritten Chinese character recognition using fuzzy image alignment.

Fangyi Li, Qiang Shen, Ying Li, Neil Mac Parthaláin

Soft Comput., 2016

Fixing the root node: Efficient tracking and detection of 3D human pose through local solutions.

Ben Daubney, Xianghua Xie, Jingjing Deng, Neil Mac Parthaláin, Reyer Zwiggelaar

Image Vis. Comput., 2016

Rough-fuzzy rule interpolation.

Chengyuan Chen, Neil Mac Parthaláin, Ying Li, Chris J. Price, Chai Quek, Qiang Shen

Inf. Sci., 2016

Fuzzy rough sets for self-labelling: An exploratory analysis.

Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier.

Mehran Amiri, Richard Jensen, Mahdi Eftekhari, Neil Mac Parthaláin

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015

Towards scalable fuzzy-rough feature selection.

Richard Jensen, Neil Mac Parthaláin

Inf. Sci., 2015

Kernel-based Fuzzy-rough Nearest-neighbour Classification for Mammographic Risk Analysis.

Yanpeng Qu, Changjing Shang, Qiang Shen, Neil Mac Parthaláin, Wei Wu

Int. J. Fuzzy Syst., 2015

Semi-Supervised Fuzzy-Rough Feature Selection.

Richard Jensen, Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Fuzzy-rough feature selection using flock of starlings optimisation.

Neil Mac Parthaláin, Richard Jensen

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Discovering fuzzy-rough reducts through Estimation of Distribution Algorithms.

Richard Jensen, Neil Mac Parthaláin

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014

Facial expression recognition in dynamic sequences: An integrated approach.

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

Pattern Recognit., 2014

A fuzzy image congealing-based handwritten Chinese character recognition and classification system.

Fangyi Li, Qiang Shen, Ying Li, Neil Mac Parthaláin

Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

Nearest Neighbour-Based Fuzzy-Rough Feature Selection.

Richard Jensen, Neil Mac Parthaláin

Proceedings of the Rough Sets and Current Trends in Computing, 2014

Feature grouping-based fuzzy-rough feature selection.

Richard Jensen, Neil Mac Parthaláin, Chris Cornelis

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Heuristic search for fuzzy-rough bireducts and its use in classifier ensembles.

Ren Diao, Neil Mac Parthaláin, Richard Jensen, Qiang Shen

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013

Unsupervised fuzzy-rough set-based dimensionality reduction.

Neil Mac Parthaláin, Richard Jensen

Inf. Sci., 2013

Fuzzy similarity-based nearest-neighbour classification as alternatives to their fuzzy-rough parallels.

Yanpeng Qu, Qiang Shen, Neil Mac Parthaláin, Changjing Shang, Wei Wu

Int. J. Approx. Reason., 2013

Fuzzy-entropy based image congealing.

Neil Mac Parthaláin, Harry Strange

Proceedings of the FUZZ-IEEE 2013, 2013

Simultaneous feature and instance selection using fuzzy-rough bireducts.

Neil Mac Parthaláin, Richard Jensen

Proceedings of the FUZZ-IEEE 2013, 2013

Dynamic feature selection with fuzzy-rough sets.

Ren Diao, Neil Mac Parthaláin, Qiang Shen

Proceedings of the FUZZ-IEEE 2013, 2013

2011

Kernel-based fuzzy-rough nearest neighbour classification.

Yanpeng Qu, Changjing Shang, Qiang Shen, Neil Mac Parthaláin, Wei Wu

Proceedings of the FUZZ-IEEE 2011, 2011

Fuzzy-rough set based semi-supervised learning.

Neil Mac Parthaláin, Richard Jensen

Proceedings of the FUZZ-IEEE 2011, 2011

2010

A Distance Measure Approach to Exploring the Rough Set Boundary Region for Attribute Reduction.

Neil Mac Parthaláin, Qiang Shen, Richard Jensen

IEEE Trans. Knowl. Data Eng., 2010

On rough sets, their recent extensions and applications.

Neil Mac Parthaláin, Qiang Shen

Knowl. Eng. Rev., 2010

Measures for unsupervised fuzzy-rough feature selection.

Neil Mac Parthaláin, Richard Jensen

Int. J. Hybrid Intell. Syst., 2010

Fuzzy-rough approaches for mammographic risk analysis.

Neil Mac Parthaláin, Richard Jensen, Qiang Shen, Reyer Zwiggelaar

Intell. Data Anal., 2010

Machine Learning Techniques and Mammographic Risk Assessment.

Neil Mac Parthaláin, Reyer Zwiggelaar

Proceedings of the Digital Mammography, 2010

2009

Rough set extensions for feature selection.

Neil Mac Parthaláin

PhD thesis, 2009

Exploring the boundary region of tolerance rough sets for feature selection.

Neil Mac Parthaláin, Qiang Shen

Pattern Recognit., 2009

2008

Finding fuzzy-rough reducts with fuzzy entropy.

Neil Mac Parthaláin, Richard Jensen, Qiang Shen

Proceedings of the FUZZ-IEEE 2008, 2008

2007

Distance Measure Assisted Rough Set Feature Selection.

Neil Mac Parthaláin, Qiang Shen, Richard Jensen

Proceedings of the FUZZ-IEEE 2007, 2007

2006

Fuzzy Entropy-assisted Fuzzy-Rough Feature Selection.

Neil Mac Parthaláin, Richard Jensen, Qiang Shen

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006