Research output per year
Research output per year
- 24 results
Search results
-
2025
A Novel Approach to Estimating Proof Test Coverage for Emergency Shutdown Valves using a Fuzzy Inference System
Kriescher, S., Thomas, R., Phillips, C., Parthaláin, N. M. & Smith, D. J., 13 Mar 2025, In: Journal of Dynamics, Monitoring and Diagnostics. 4, 1, p. 44-52 9 p.Research output: Contribution to journal › Article › peer-review
Open Access -
2023
Representation-Based Decision-Theoretic Rough Sets for Three-Way Classification
Han, M., Qu, Y., MacParthaláin, N., Shang, C., Yao, Z. & Shen, Q., 27 Jul 2023, (E-pub ahead of print) In: IEEE Transactions on Emerging Topics in Computational Intelligence. 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)65 Downloads (Pure) -
2022
A systematic review of the prediction of hospital length of stay: Towards a unified framework
Stone, K., Zwiggelaar, R., Jones, P. & Parthaláin, N. M., 14 Apr 2022, In: PLOS Digital Health. 1, 4, 38 p., e0000017.Research output: Contribution to journal › Article › peer-review
Open AccessFile93 Citations (Scopus)190 Downloads (Pure) -
2021
Feature grouping and selection: A graph-based approach
Zheng, L., Chao, F., Parthaláin, N. M., Zhang, D. & Shen, Q., 06 Feb 2021, In: Information Sciences. 546, p. 1256-1272 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile23 Citations (Scopus)251 Downloads (Pure) -
2020
Fuzzy-Rough Set Bireducts for Data Reduction
MacParthaláin, N., Jensen, R. & Diao, R., 31 Aug 2020, In: IEEE Transactions on Fuzzy Systems. 28, 8, p. 1840-1850 11 p., 8740984.Research output: Contribution to journal › Article › peer-review
Open AccessFile23 Citations (Scopus)305 Downloads (Pure) -
2019
Weight selection strategies for ordered weighted average based fuzzy rough sets
Vluymans, S., MacParthaláin, N., Cornelis, C. & Saeys, Y., 01 Oct 2019, In: Information Sciences. 501, p. 155-171 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile39 Citations (Scopus)229 Downloads (Pure) -
2018
Multi-functional nearest-neighbour classification
Qu, Y., Shang, C., MacParthaláin, N., Wu, W. & Shen, Q., 01 Apr 2018, In: Soft Computing. 22, 8, p. 2717-2730 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Citations (Scopus)130 Downloads (Pure) -
2016
Fixing the root node: Efficient tracking and detection of 3D human pose through local solutions
Daubney, B., Xie, X., Deng, J., MacParthalain, N. & Zwiggelaar, R., 01 Aug 2016, In: Image and Vision Computing. 52, p. 73-87 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)154 Downloads (Pure) -
Handwritten Chinese character recognition using fuzzy image alignment
Li, F., Shen, Q., MacParthalain, N. & Li, Y., 01 Aug 2016, In: Soft Computing. 20, 8, p. 2939–2949Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Citations (Scopus)169 Downloads (Pure) -
Rough-fuzzy rule interpolation
Chen, C., MacParthalain, N., Li, Y., Price, C., Quek, C. & Shen, Q., 10 Jul 2016, In: Information Sciences. 351, p. 1-17 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile47 Citations (Scopus)168 Downloads (Pure) -
2015
Kernel-based fuzzy-rough nearest-neighbour classification for mammographic risk analysis
Qu, Y., Shang, C., Shen, Q., MacParthalain, N. & Wu, W., 23 May 2015, In: International Journal of Fuzzy Systems. 17, 3, p. 471-483Research output: Contribution to journal › Article › peer-review
Open AccessFile14 Citations (Scopus)270 Downloads (Pure) -
Towards scalable fuzzy–rough feature selection
Jensen, R. & MacParthalain, N., 01 Dec 2015, In: Information Sciences. 323, p. 1-15 15 p.Research output: Contribution to journal › Article › peer-review
File53 Citations (Scopus)225 Downloads (Pure) -
2014
Facial expression recognition in dynamic sequences: An integrated approach
Fang, H., MacParthalain, N., Aubrey, A. J., Tam, G. K. L., Borgo, R., Rosin, P. L., Grant, P. W., Marshall, D. & Chen, M., 31 Mar 2014, In: Pattern Recognition. 47, 3, p. 1271-1281 11 p.Research output: Contribution to journal › Article › peer-review
54 Citations (Scopus) -
Short-term intra-subject variation in exhaled volatile organic compounds (VOCs) in COPD patients and healthy controls and its effect on disease classification
Phillips, C., Parthaláin, N. M., Syed, Y., Deganello, D., Claypole, T. & Lewis, K., 09 May 2014, In: Metabolites. 4, 2, p. 300-318 19 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile29 Citations (Scopus)76 Downloads (Pure) -
2013
Fuzzy similarity-based nearest-neighbour classification as alternatives to their fuzzy-rough parallels
Qu, Y., Shen, Q., MacParthaláin, N. S., Shang, C. & Wu, W., Jan 2013, In: International Journal of Approximate Reasoning. 54, 1, p. 184-195 12 p.Research output: Contribution to journal › Article › peer-review
24 Citations (Scopus) -
Unsupervised fuzzy-rough set-based dimensionality reduction
MacParthaláin, N. S. & Jensen, R., 20 Apr 2013, In: Information Sciences. 229, p. 106-121 16 p.Research output: Contribution to journal › Article › peer-review
76 Citations (Scopus) -
2012
Correlation Between Breath Profiles Of Exhaled Volatile Organic Compounds (eVOCs) And Global Initiative For Obstructive Lung Disease (GOLD) COPD Stage
Syed, Y., Phillips, C. O., Rodriguez, J. J., MacParthaláin, N., Kuncheva, L. I., Zwiggelaar, R., Claypole, T. & Lewis, K. E., May 2012, In: American Journal of Respiratory and Critical Care Medicine. 185, p. A4518-A4518Research output: Contribution to journal › Article › peer-review
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Exhaled Breath Analysis For Volatile Organic Compounds (VOCs) Can Distinguish COPD From Controls
Syed, Y., Phillips, C. O., Rodriguez, J. J., MacParthaláin, N., Kuncheva, L. I., Zwiggelaar, R., Claypole, T. & Lewis, K. E., May 2012, In: American Journal of Respiratory and Critical Care Medicine. 185, p. A4517-A4517 1 p.Research output: Contribution to journal › Article › peer-review
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Machine learning methods on exhaled volatile organic compounds for distinguishing COPD patients from healthy controls
Phillips, C. O., Syed, Y., MacParthaláin, N. S., Zwiggelaar, R., Claypole, T. C. & Lewis, K. E., Sept 2012, In: Journal of Breath Research. 6, 3, p. - 10 p., 036003.Research output: Contribution to journal › Article › peer-review
75 Citations (Scopus) -
2010
A Distance Measure Approach to Exploring the Rough Set Boundary Region for Attribute Reduction
MacParthaláin, N. S., Shen, Q. & Jensen, R., 01 Mar 2010, In: IEEE Transactions on Knowledge and Data Engineering. 22, 3, p. 306-317 12 p.Research output: Contribution to journal › Article › peer-review
File140 Citations (Scopus)292 Downloads (Pure) -
Fuzzy-rough approaches for mammographic risk analysis
MacParthaláin, N. S., Jensen, R., Shen, Q. & Zwiggelaar, R., 09 Mar 2010, In: Intelligent Data Analysis. 14, 2, p. 225-244 20 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile42 Citations (Scopus)212 Downloads (Pure) -
Measures for unsupervised fuzzy-rough feature selection
MacParthaláin, N. S. & Jensen, R., 13 Dec 2010, In: International Journal of Hybrid Intelligent Systems. 7, 4, p. 249-259 11 p.Research output: Contribution to journal › Article › peer-review
167 Downloads (Pure) -
On rough sets, their recent extensions, and applications
MacParthaláin, N. S. & Shen, Q., Dec 2010, In: Knowledge Engineering Review. 25, 4, p. 365-395 31 p.Research output: Contribution to journal › Article › peer-review
File13 Citations (Scopus)216 Downloads (Pure) -
2009
Exploring the Boundary Region of Tolerance Rough Sets for Feature Selection
MacParthaláin, N. S. & Shen, Q., 01 May 2009, In: Pattern Recognition. 42, 5, p. 655-667 13 p.Research output: Contribution to journal › Article › peer-review
File115 Citations (Scopus)321 Downloads (Pure)