• Shore Road, Jordanstown Campus

    BT37 0QB Newtownabbey

    United Kingdom

  • 2766 Citations
  • 29 h-Index
1993 …2020

Research output per year

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Research Output

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

Computational Neurology: Computational Modeling Approaches in Dementia

Wong-Lin, K., Sanchez Bornot, J., McCombe, N., Kaur, D., McClean, P., Zou, X., Youssofzadeh, V., Ding, X., Bucholc, M., Yang, S., Prasad, G., Coyle, D., Maguire, L., Wang, H. . HY., Wang, H., Atiya, N. & Joshi, A., 24 Aug 2020, Systems Medicine: Integrative, Qualitative and Computational Approaches. Wolkenhauer, O. (ed.). 1 ed. Elsevier Inc., Vol. 2. p. 81-89 9 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
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

Effect of Market Spread Over Reinforcement Learning Based Market Maker

Haider, A., Wang, H., Scotney, B. & Hawe, G., 3 Jan 2020, Machine Learning, Optimization, and Data Science - 5th International Conference, LOD 2019, Proceedings. Nicosia, G., Pardalos, P., Umeton, R., Giuffrida, G. & Sciacca, V. (eds.). Vol. 11943. p. 143-153 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11943 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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)
5 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

Democratisation of Usable Machine Learning in Computer Vision

Bond, RR., Koene, A., Dix, A., Boger, J., Mulvenna, M., Galushka, MG., Waterhouse-Bradley, B., Fiona, B., Wang, H. & Wong, A., 2019.

Research output: Contribution to conferencePaper

Open Access
File
2 Downloads (Pure)

Gicoface: Global Information-Based Cosine Optimal Loss for Deep Face Recognition

Wei, X., Wang, H., Scotney, B. & Wan, H., 26 Aug 2019, 2019 IEEE International Conference on Image Processing (ICIP). Institute of Electrical and Electronics Engineers Inc., (2019 IEEE International Conference on Image Processing (ICIP)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Implementation of Interactive and Adjustable Cloudbased e-Learning Tools for 21st Century Engineering Education: Challenges and Prospects

Uhomoibhi, J., Cherner, Y., Mullett, G., Kuklja, M., Mkude, C., Fweja, L. & Wang, H., 17 Mar 2019. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
26 Downloads (Pure)

Multi-Level Matching Networks for Text Matching

Xu, C., Lin, Z., Wang, H. & Wu, S., 18 Jul 2019, SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 949-952 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
5 Downloads (Pure)

Precise Adjacent Margin Loss for Deep Face Recognition

Wei, X., Wang, H., Scotney, B. & Wan, H., 26 Aug 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, (2019 IEEE International Conference on Image Processing (ICIP)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

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

Adaptive User Experience Based on Detecting User Perplexity

Samara, A., Bond, RR., Galway, L. & Wang, H., 10 May 2018, (Accepted/In press) p. 1-4. 4 p.

Research output: Contribution to conferencePaper

Open Access
File
36 Downloads (Pure)

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)

A Minkowski Distance-based Generalisation Method for Improving Centre Loss for Deep Face Recognition

Wei, X., Wang, H., Scotney, B. & Wan, H., 29 Aug 2018, Irish Machine Vision and Image Processing Conference 2018. Ulster University

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

A Noise-Resilient Sparse Subspace Clustering Algorithm for Image Sequences

Chen, L., Guo, G. & Wang, H., 1 Feb 2018.

Research output: Contribution to conferencePaper

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)

Case-based decision support system with contextual bandits learning for similarity retrieval model selection

Sekar, B. & Wang, H., 12 Aug 2018, Knowledge Science, Engineering and Management KSEM 2018. Springer, p. 426-432 (Lecture Notes in Computer Science; vol. 11710 ).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Comparison Analysis: Single and Multichannel EMD-Based Filtering with Application to BCI

Gaur, P., Kaushik, G., Pachori, R. B., Wang, H. & Prasad, G., 8 Aug 2018, Machine Intelligence and Signal Analysis. Tanveer, M. & Pachori, R. B. (eds.). Singapore: Springer Singapore, Vol. 748. p. 107-118 (Advances in Intelligent Systems and Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
15 Downloads (Pure)

Development of a computer-based clinical decision support tool for identifying individuals with different levels of cognitive impairment

Bucholc, M., Ding, X., Wang, H. . HY., Glass, D. H., Wang, H., Prasad, G., Maguire, L., Bjourson, AJ., McClean, P., Todd, S., Finn, D. & Wong-Lin, K., 20 Mar 2018, Unknown host publication.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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
81 Downloads (Pure)

Feature Selection and Weighing for Case-based Reasoning System using Random Forests

Sekar, B. & Wang, H., 21 Aug 2018, World Scientific Connecting Great Minds. p. 421 429 p. ( Book Series: World Scientific Proceedings Series on Computer Engineering and Information Science).

Research output: Chapter in Book/Report/Conference proceedingConference contribution