• Shore Road, Jordanstown Campus

    BT37 0QB Newtownabbey

    United Kingdom

  • 2767 Citations
  • 29 h-Index
1993 …2020

Research output per year

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Research Output

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Article
2020

Bootstrap dual complementary hashing with semi-supervised re-ranking for image retrieval

Tian, X., Zhou, X., Ng, W., Li, J. & Wang, H., 28 Feb 2020, In : Neurocomputing. 379, p. 103-116 14 p.

Research output: Contribution to journalArticle

Open Access
File

Breast density classification in mammograms: An investigation of encoding techniques in binary-based local patterns

Bin Rampun, A., Morrow, PJ., Scotney, B. & Wang, H., 31 Jul 2020, In : Computers in Biology and Medicine. 122, 18 p., 103842.

Research output: Contribution to journalArticle

Complementary Incremental Hashing with Query-adaptive Re-ranking for Image Retrieval

Tian, X., Ng, W., Wang, H. & Kwong, S., 8 May 2020, (Accepted/In press) In : IEEE Transactions on Multimedia.

Research output: Contribution to journalArticle

Open Access
File
1 Downloads (Pure)

Dose Regulation Model of Norepinephrine Based on LSTM Network and Clustering Analysis in Sepsis

Liu, J., Gong, M., Guo, W., Li, C., Wang, H., Zhang, S. & Nugent, C., 29 Jun 2020, In : International Journal of Computational Intelligence Systems. 13, 1, p. 717-726 10 p.

Research output: Contribution to journalArticle

Open Access
File

Evaluation of machine learning methods for organic apple authentication based on diffraction grating and image processing

Song, W., Jiang, N., Wang, H. & Guo, G., 31 May 2020, In : Journal of Food Composition and Analysis. 88, 103437.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Incremental hashing with sample selection using dominant sets

Ng, W., Jiang, X., Tian, X., Pelillo, M., Wang, H. & Kwong, S., 24 Jun 2020, In : International Journal of Machine Learning and Cybernetics.

Research output: Contribution to journalArticle

Minimum margin loss for deep face recognition

Wei, X., Wang, H., Scotney, B. & Wan, H., 31 Jan 2020, In : Pattern Recognition. 97, 9 p., 107012.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
3 Downloads (Pure)

Multi-level supervised hashing with deep features for efficient image retrieval

Ng, W., Li, J., Tian, X., Wang, H., Kwong, S. & Wallace, J., 25 Jul 2020, In : Neurocomputing. 399, p. 171-182 12 p.

Research output: Contribution to journalArticle

Neural Network Ensembles for Sensor-Based Human Activity Recognition Within Smart Environments

Irvine, N., Nugent, CD., Zhang, S., Wang, H. & Ng, W. Y., 1 Jan 2020, In : Sensors. 20, 1, p. 1-26 26 p., 216.

Research output: Contribution to journalArticle

Open Access
File
6 Citations (Scopus)
7 Downloads (Pure)

Ontology-based Enriched Concept Graphs for Medical Document Classification

Shanavas, N., Wang, H., Lin, Z. & Hawe, G., 31 Jul 2020, In : Information Sciences. 525, p. 172-181 12 p.

Research output: Contribution to journalArticle

Quantification of extra virgin olive oil adulteration using smartphone videos

Song, W., Song, Z., Vincent, J., Wang, H. & Wang, Z., 15 Aug 2020, In : Talanta. 216, 14 p., 120920.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Quantifying consensus of rankings based on q-support patterns

Xue, Z., Lin, Z., Wang, H. & McClean, S., 31 May 2020, In : Information Sciences. 518, p. 396-412 17 p.

Research output: Contribution to journalArticle

RecapNet: Action Proposal Generation Mimicking Human Cognitive Process

Wang, T., Chen, Y., Lin, Z., Zhu, A., Li, Y., Snoussi, H. & Wang, H., 2 Jan 2020, (Accepted/In press) In : IEEE Transactions on Cybernetics. 11 p.

Research output: Contribution to journalArticle

Use of smartphone videos and pattern recognition for food authentication

Song, W., Jiang, N., Wang, H. & Vincent, J., 1 Feb 2020, In : Sensors and Actuators B: Chemical. 304, 127247.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)

Within-class Multimodal Classification

Wan, H., Wang, H., Scotney, B., Liu, J. & Ng, W., 22 Jun 2020, (Accepted/In press) In : Multimedia Tools and Applications.

Research output: Contribution to journalArticle

2019

An Automatic Subject Specific Intrinsic Mode Function Selection for Enhancing Two-Class EEG based Motor Imagery-Brain Computer Interface

Gaur, P., Pachori, R. B., Wang, H. & Prasad, G., 15 Aug 2019, In : IEEE Sensors Journal. 19, 16, p. 6938-6947 10 p., 8695803.

Research output: Contribution to journalArticle

Open Access
File
15 Citations (Scopus)
125 Downloads (Pure)

An ordered sparse subspace clustering algorithm based on p‐Norm

Chen, L., Guo, G. & Wang, H., 9 Jan 2019, In : Expert Systems. 2019;e12368, 15 p., e12368.

Research output: Contribution to journalArticle

Open Access
File
3 Downloads (Pure)
Open Access
File
3 Citations (Scopus)
24 Downloads (Pure)
Open Access
File
18 Downloads (Pure)

Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network

Rampun, A., López-Linares, K., Morrow, P., Scotney, B., Wang, H., Garcia Ocaña, I., Maclair, G., Zwiggelaar, R., González Ballester, M. A. & Macía, I., 31 Oct 2019, In : Medical Image Analysis. 57, p. 1-17 17 p.

Research output: Contribution to journalArticle

Open Access
File
8 Citations (Scopus)
2 Downloads (Pure)

Concept Preserving Hashing for Semantic Image Retrieval with Concept Drift

Tian, X., Ng, W. & Wang, H., 16 Dec 2019, In : IEEE Transactions on Cybernetics. p. 1-14 14 p.

Research output: Contribution to journalArticle

Open Access
File

Quantifying Sequential Subsumption

Wang, H., Elzinga, C., Lin, Z. & Vincent, J., 12 Nov 2019, In : Theoretical Computer Science. 793, p. 79-99 21 p.

Research output: Contribution to journalArticle

Open Access
File

Selective multi-descriptor fusion for face identification

Wei, X., Wang, H., Scotney, B. & Wan, H., 1 Dec 2019, In : International Journal of Machine Learning and Cybernetics. 10, 12, p. 3417-3429 13 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
10 Downloads (Pure)
9 Citations (Scopus)
10 Downloads (Pure)
2018

A hierarchical pipeline for breast boundary segmentation and calcification detection in mammograms

Shi, P., Zhong, J., Rampun, A. & Wang, H., 16 Mar 2018, In : Computers in Biology and Medicine. 96, p. 178-188

Research output: Contribution to journalArticle

Open Access
File
24 Citations (Scopus)
106 Downloads (Pure)

A hybrid computational approach for efficient Alzheimer’s disease classification based on heterogeneous data

Ding, X., Bucholc, M., Wang, H. . HY., Glass, D. H., Wang, H., Clarke, D., Bjourson, AJ., Dowey, L., O'Kane, M., Prasad, G., Maguire, L. & Wong-Lin, K., 27 Jun 2018, In : Scientific Reports. p. 1-10 10 p., 9774 (2018).

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)
27 Downloads (Pure)

Alignment Based Kernel Selection for Multi-Label Learning

Chen, L., Chen, D. & Wang, H., 28 May 2018, In : Neural Processing Letters. p. 1-21

Research output: Contribution to journalArticle

1 Citation (Scopus)
Open Access
60 Citations (Scopus)

Automation Bias in Medicine: The Influence of Automated Diagnoses on Interpreter Accuracy and Uncertainty when Reading Electrocardiograms

Bond, RR., Novotny, T., Andrsova, I., Koc, L., Sisakova, M., Finlay, D., Guldenring, D., McLaughlin, J., Peace, A., McGilligan, V. E., Leslie, S., Wang, H. & Malik, M., 10 Aug 2018, In : Journal of Electrocardiology. p. 1-12

Research output: Contribution to journalArticle

Open Access
File
8 Citations (Scopus)
29 Downloads (Pure)

Breast Density Classification Using Local Quinary Patterns with Various Neighbourhood Topologies

Rampun, A., Scotney, B., Morrow, P., Wang, H. & Winder, J., 8 Jan 2018, In : Journal of Imaging. 4, 14, p. 1-23

Research output: Contribution to journalArticle

Open Access
File
22 Citations (Scopus)
17 Downloads (Pure)

Case-based decision support system for breast cancer management

Sekar, B., Lamy, J-B., Larburu, N., Seroussi, B., Guézennec, G., Bouaud, J., Muro, N., Wang, H. & Liu, J., 12 Aug 2018, (Accepted/In press) In : International Journal of Computational Intelligence Systems.

Research output: Contribution to journalArticle

Open Access
File
18 Downloads (Pure)
Open Access
File
4 Citations (Scopus)
17 Downloads (Pure)

Differentiation Between Organic and Non-Organic Apples Using Diffraction Grating and Image Processing—A Cost-Effective Approach

Jiang, N., Song, W., Wang, H., Guo, G. & Liu, Y., 23 May 2018, In : Sensors. 18, 6, p. 1667

Research output: Contribution to journalArticle

Open Access
3 Citations (Scopus)
Open Access
File
6 Citations (Scopus)
3 Downloads (Pure)

ENHANCED TWOFOLD-LDA MODEL FOR ASPECT DISCOVERY AND SENTIMENT CLASSIFICATION

Burns, N., Bi, Y., Wang, H. & Anderson, T., 1 Aug 2018, (Accepted/In press) In : International Journal of Knowledge-Based Organizations.

Research output: Contribution to journalArticle

Open Access
File
83 Downloads (Pure)

Fuzzy kernel alignment with application to attribute reduction of heterogeneous data

Chen, L., Chen, D. & Wang, H., 12 Nov 2018, In : IEEE Transactions on Fuzzy Systems. 27, 7, p. 1469-1478

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
4 Downloads (Pure)

High throughput engineering and use of multi-fiber composite matrices for controlled active release

Wang, L., Zhang, C., Wang, H. M. D., Ahmad, Z., Li, J. S. & Chang, M. W., 1 Dec 2018, In : Materials Today Communications. 17, p. 53-59 7 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Incremental Perspective for Feature Selection Based on Fuzzy Rough Sets

Yang, Y., Chen, D., Wang, H. & Wang, X., 31 May 2018, In : IEEE Transactions on Fuzzy Systems. 26, 3, p. 1257-1273 17 p.

Research output: Contribution to journalArticle

Open Access
File
31 Citations (Scopus)
31 Downloads (Pure)

Multiplex Image Representation for Enhanced Recognition

Wei, X., Wang, H., Guo, G. & Wan, H., 31 Mar 2018, In : International Journal of Machine Learning and Cybernetics. 9, 3, p. 383–392 10 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Nearest clusters based partial least squares discriminant analysis for the classification of spectral data

Song, W., Wang, H., Maguire, P. & Nibouche, O., 7 Jun 2018, In : Analytica Chimica Acta. 1009, p. 27-38 12 p.

Research output: Contribution to journalArticle

Open Access
File
12 Citations (Scopus)
8 Downloads (Pure)
Open Access
File
5 Citations (Scopus)
15 Downloads (Pure)
2017

Active Sample Selection Based Incremental Algorithm for Attribute Reduction with Rough Sets

Yang, Y., Chen, D. & Wang, H., 31 Aug 2017, In : IEEE Transactions on Fuzzy Systems. 25, 4, p. 825-838 14 p.

Research output: Contribution to journalArticle

Open Access
File
29 Citations (Scopus)
2 Downloads (Pure)
Open Access
13 Citations (Scopus)

Fuzzy rough set based incremental attribute reduction from dynamic data with sample arriving

Yang, Y., Chen, D., Wang, H., Tsang, E. C. C. & Zhang, D., 1 Apr 2017, In : Fuzzy Sets and Systems. 312, p. 66-86 21 p.

Research output: Contribution to journalArticle

31 Citations (Scopus)
43 Downloads (Pure)

Local Partial Least Square classifier in high dimensionality classification

Song, W., Wang, H., Maguire, P. & Nibouche, O., 19 Apr 2017, In : Neurocomputing. 234, p. 126-136 11 p.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
40 Downloads (Pure)

Separability-Oriented Subclass Discriminant Analysis

Wan, H., Wang, H., Guo, G. & Wei, X., 22 Feb 2017, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39

Research output: Contribution to journalArticle

Open Access
File
14 Citations (Scopus)
91 Downloads (Pure)

Towards emotion recognition for virtual environments: an evaluation of eeg features on benchmark dataset

Menezes, M. L. R., Samara, A., Galway, L., Sant’Anna, A., Verikas, A., Alonso-Fernandez, F., Wang, H. & Bond, R., 22 Aug 2017, In : Personal and Ubiquitous Computing. 21, 6, p. 1003-1013

Research output: Contribution to journalArticle

Open Access
File
21 Citations (Scopus)
12 Downloads (Pure)
2016

A Relational Logic for Spatial Contact Based on Rough Set Approximation

Duentsch, I., Orłowskay, E. & Wang, H., 24 Dec 2016, In : Fundamenta Informaticae. 148, 1-2, p. 191-206

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Nondestructive Authentication of Cocoa Bean Cultivars by FT-NIR Spectroscopy and Multivariate Techniques

Teye, E., Uhomoibhi, J. & Wang, H., 1 Aug 2016, In : Focus on Sciences. 2, 3, p. 1-5

Research output: Contribution to journalArticle