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2020 – today
- 2024
[j18]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): 2283-2296 (2024)- 2023
- [c26]Sebastian Gregory Dal Toé, Bernard Tiddeman, Neil Mac Parthaláin:
Towards Reinforcement Learning for Non-stationary Environments. UKCI 2023: 41-52 - 2022
- [c25]Xiangxin Song, Guanli Yue, Neil Mac Parthaláin, Yanpeng Qu:
Mixture Kernel-Based Fuzzy-Rough Feature Selection. UKCI 2022: 3-12 - [c24]Richard Jensen, Neil Mac Parthaláin, Mehran Amiri, Jörg Cassens:
Noisy Instance Removal Using OWA-Based Fuzzy-Rough Sets. UKCI 2022: 37-48 - [c23]Sam Fetherstonhaugh, John Martin, Tim Pearce, Neil Mac Parthaláin, Otar Akanyeti:
Fuzzy Inference for Well Log Lithology Classification. UKCI 2022: 89-102 - [e1]Thomas Jansen, Richard Jensen, Neil Mac Parthaláin, Chih-Min Lin:
Advances in Computational Intelligence Systems - Contributions Presented at the 20th UK Workshop on Computational Intelligence, September 8-10, 2021, Aberystwyth, Wales, UK. Advances in Intelligent Systems and Computing 1409, Springer 2022, ISBN 978-3-030-87093-5 [contents] - 2021
- [j17]Ling Zheng, Fei Chao, Neil Mac Parthaláin, Defu Zhang, Qiang Shen:
Feature grouping and selection: A graph-based approach. Inf. Sci. 546: 1256-1272 (2021) - [c22]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: 463-474 - 2020
- [j16]Neil Mac Parthaláin, Richard Jensen, Ren Diao:
Fuzzy-Rough Set Bireducts for Data Reduction. IEEE Trans. Fuzzy Syst. 28(8): 1840-1850 (2020)
2010 – 2019
- 2019
- [j15]Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys:
Weight selection strategies for ordered weighted average based fuzzy rough sets. Inf. Sci. 501: 155-171 (2019) - [c21]Richard Jensen, Mehran Amiri, Neil Mac Parthaláin:
Effective instance selection using the fuzzy-rough lower approximation. FUZZ-IEEE 2019: 1-6 - [c20]Kieran Stone, Reyer Zwiggelaar, Phil Jones, Neil Mac Parthaláin:
Predicting Hospital Length of Stay for Accident and Emergency Admissions. UKCI 2019: 283-295 - 2018
- [j14]Yanpeng Qu, Changjing Shang, Neil Mac Parthaláin, Wei Wu, Qiang Shen:
Multi-functional nearest-neighbour classification. Soft Comput. 22(8): 2717-2730 (2018) - 2016
- [j13]Chengyuan Chen, Neil Mac Parthaláin, Ying Li, Chris J. Price, Chai Quek, Qiang Shen:
Rough-fuzzy rule interpolation. Inf. Sci. 351: 1-17 (2016) - [j12]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: 73-87 (2016) - [j11]Fangyi Li, Qiang Shen, Ying Li, Neil Mac Parthaláin:
Handwritten Chinese character recognition using fuzzy image alignment. Soft Comput. 20(8): 2939-2949 (2016) - [c19]Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys:
Fuzzy rough sets for self-labelling: An exploratory analysis. FUZZ-IEEE 2016: 931-938 - [c18]Mehran Amiri, Richard Jensen, Mahdi Eftekhari, Neil Mac Parthaláin:
Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier. FUZZ-IEEE 2016: 1934-1941 - 2015
- [j10]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): 471-483 (2015) - [j9]Richard Jensen, Neil Mac Parthaláin:
Towards scalable fuzzy-rough feature selection. Inf. Sci. 323: 1-15 (2015) - [c17]Richard Jensen, Neil Mac Parthaláin:
Discovering fuzzy-rough reducts through Estimation of Distribution Algorithms. FUZZ-IEEE 2015: 1-8 - [c16]Neil Mac Parthaláin, Richard Jensen:
Fuzzy-rough feature selection using flock of starlings optimisation. FUZZ-IEEE 2015: 1-8 - [c15]Richard Jensen, Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys:
Semi-Supervised Fuzzy-Rough Feature Selection. RSFDGrC 2015: 185-195 - 2014
- [j8]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): 1271-1281 (2014) - [c14]Richard Jensen, Neil Mac Parthaláin, Chris Cornelis:
Feature grouping-based fuzzy-rough feature selection. FUZZ-IEEE 2014: 1488-1495 - [c13]Ren Diao, Neil Mac Parthaláin, Richard Jensen, Qiang Shen:
Heuristic search for fuzzy-rough bireducts and its use in classifier ensembles. FUZZ-IEEE 2014: 1504-1511 - [c12]Richard Jensen, Neil Mac Parthaláin:
Nearest Neighbour-Based Fuzzy-Rough Feature Selection. RSCTC 2014: 35-46 - [c11]Fangyi Li, Qiang Shen, Ying Li, Neil Mac Parthaláin:
A fuzzy image congealing-based handwritten Chinese character recognition and classification system. UKCI 2014: 1-8 - 2013
- [j7]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): 184-195 (2013) - [j6]Neil Mac Parthaláin, Richard Jensen:
Unsupervised fuzzy-rough set-based dimensionality reduction. Inf. Sci. 229: 106-121 (2013) - [c10]Ren Diao, Neil Mac Parthaláin, Qiang Shen:
Dynamic feature selection with fuzzy-rough sets. FUZZ-IEEE 2013: 1-7 - [c9]Neil Mac Parthaláin, Richard Jensen:
Simultaneous feature and instance selection using fuzzy-rough bireducts. FUZZ-IEEE 2013: 1-8 - [c8]Neil Mac Parthaláin, Harry Strange:
Fuzzy-entropy based image congealing. FUZZ-IEEE 2013 - 2011
- [c7]Yanpeng Qu, Changjing Shang, Qiang Shen, Neil Mac Parthaláin, Wei Wu:
Kernel-based fuzzy-rough nearest neighbour classification. FUZZ-IEEE 2011: 1523-1529 - [c6]Neil Mac Parthaláin, Richard Jensen:
Fuzzy-rough set based semi-supervised learning. FUZZ-IEEE 2011: 2465-2472 - 2010
- [j5]Neil Mac Parthaláin, Richard Jensen, Qiang Shen, Reyer Zwiggelaar:
Fuzzy-rough approaches for mammographic risk analysis. Intell. Data Anal. 14(2): 225-244 (2010) - [j4]Neil Mac Parthaláin, Richard Jensen:
Measures for unsupervised fuzzy-rough feature selection. Int. J. Hybrid Intell. Syst. 7(4): 249-259 (2010) - [j3]Neil Mac Parthaláin, Qiang Shen:
On rough sets, their recent extensions and applications. Knowl. Eng. Rev. 25(4): 365-395 (2010) - [j2]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): 305-317 (2010) - [c5]Neil Mac Parthaláin, Reyer Zwiggelaar:
Machine Learning Techniques and Mammographic Risk Assessment. Digital Mammography / IWDM 2010: 664-672
2000 – 2009
- 2009
- [b1]Neil Mac Parthaláin:
Rough set extensions for feature selection. Aberystwyth University, UK, 2009 - [j1]Neil Mac Parthaláin, Qiang Shen:
Exploring the boundary region of tolerance rough sets for feature selection. Pattern Recognit. 42(5): 655-667 (2009) - [c4]Neil Mac Parthaláin, Richard Jensen:
Measures for Unsupervised Fuzzy-Rough Feature Selection. ISDA 2009: 560-565 - 2008
- [c3]Neil Mac Parthaláin, Richard Jensen, Qiang Shen:
Finding fuzzy-rough reducts with fuzzy entropy. FUZZ-IEEE 2008: 1282-1288 - 2007
- [c2]Neil Mac Parthaláin, Qiang Shen, Richard Jensen:
Distance Measure Assisted Rough Set Feature Selection. FUZZ-IEEE 2007: 1-6 - 2006
- [c1]Neil Mac Parthaláin, Richard Jensen, Qiang Shen:
Fuzzy Entropy-assisted Fuzzy-Rough Feature Selection. FUZZ-IEEE 2006: 423-430
Coauthor Index
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