Research output per year
Research output per year
- 22 results
Search results
-
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 AccessFile13 Downloads (Pure) -
2022
A systematic review of the prediction of hospital length of stay: Towards a unified framework
Stone, K., Zwiggelaar, R., Jones, P., Mac Parthaláin, N. & Yoon, D. (ed.), 14 Apr 2022, In: PLOS Digital Health. 1, 4, 38 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile40 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 AccessFile104 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 AccessFile9 Citations (SciVal)196 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 AccessFile25 Citations (SciVal)135 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 (SciVal)105 Downloads (Pure) -
2016
A novel behavioral model of the pasture-based dairy cow from GPS data using data mining and machine learning techniques
Williams, M., MacParthalain, N., Brewer, P., James, P. & Rose, M., 31 Mar 2016, In: Journal of Dairy Science. 99, 3, p. 2063-2075 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile180 Downloads (Pure) -
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 AccessFile131 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 AccessFile143 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 AccessFile147 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 AccessFile196 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
File163 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
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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 AccessFile53 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
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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
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2012
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
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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
File203 Downloads (Pure) -
Fuzzy-rough approaches for mammographic risk analysis
MacParthaláin, N. S., Jensen, R., Shen, Q. & Zwiggelaar, R., 15 Mar 2010, In: Intelligent Data Analysis. 14, 2, p. 225-244 20 p.Research output: Contribution to journal › Article › peer-review
File157 Downloads (Pure) -
Measures for unsupervised fuzzy-rough feature selection
MacParthaláin, N. S. & Jensen, R., 2010, In: International Journal of Hybrid Intelligent Systems. 7, 4, p. 249-259 11 p.Research output: Contribution to journal › Article › peer-review
File158 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
File160 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
File163 Downloads (Pure)