Photo of Hui Wang
  • Shore Road, Jordanstown Campus

    BT37 0QB Newtownabbey

    United Kingdom

  • 2287 Citations
  • 24 h-Index
1993 …2020
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Research Output 1993 2020

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Article
2020

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

Song, W., Jiang, N., Wang, H. & Guo, G., 27 Jan 2020, (Accepted/In press)

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

Anchors
Convolution
Data storage equipment
Experiments
2019
4 Citations (Scopus)

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
electroencephalography
Brain computer interface
Electroencephalography
imagery
brain

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
Clustering algorithms
Object recognition
Experiments
1 Citation (Scopus)
Functional assessment
Clinical Decision Support Systems
Decision support systems
Alzheimer Disease
Support vector machines
Open Access
File
Mixed Reality
Augmented reality
Smartphones
Visualization
learning
1 Citation (Scopus)

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

Edge detection
Muscle
Neural networks
Network architecture
Tissue

Concept Preserving Hashing for Semantic Image Retrieval with Concept Drift

Tian, X., Ng, W. & Wang, H., 18 Nov 2019, (Accepted/In press) In : IEEE Transactions on Cybernetics. 14 p.

Research output: Contribution to journalArticle

Image retrieval
Hash functions
Semantics
Internet

Minimum Margin Loss for Deep Face Recognition

Wei, X., Wang, H., Scotney, B. & Wan, H., 17 Aug 2019, In : Pattern Recognition. 97, 9 p., 107012.

Research output: Contribution to journalArticle

Face recognition

Quantifying consensus of rankings based on q-support patterns

Xue, Z., Lin, Z., Wang, H. & McClean, S., 27 Dec 2019, (Accepted/In press) In : Information Sciences. 34 p.

Research output: Contribution to journalArticle

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

Knowledge representation
Image analysis
Pattern recognition
Ontology

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

Fusion reactions
Computer vision
Costs
Data storage equipment
Experiments
Brain computer interface
Calibration
Classifiers
Decomposition
Geometry

Use of smartphone videos and pattern recognition for food authentication

Song, W., Jiang, N., Wang, H. & Vincent, J., 22 Oct 2019, In : Sensors and Actuators B: Chemical. 304, 127247.

Research output: Contribution to journalArticle

Smartphones
food
pattern recognition
Authentication
Pattern recognition
2018
14 Citations (Scopus)

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
Mammography
Breast
Pipelines
Imaging techniques
Computer aided diagnosis
2 Citations (Scopus)

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
Bayesian networks
Magnetic resonance imaging
Data mining
Brain
Data storage equipment
1 Citation (Scopus)

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

Labels
Learning
Data structures
Classifiers
31 Citations (Scopus)
Open Access
5 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
Automation
Uncertainty
Reading
Electrocardiography
Medicine
14 Citations (Scopus)

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
Textures
Topology
Image analysis
Support vector machines
Mathematical operators

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
Breast Neoplasms
Clinical Decision Support Systems
European Union
Ecosystem
Software
2 Citations (Scopus)
Open Access
File
Discriminant analysis
Classifiers
Learning systems
Learning algorithms
Support vector machines
1 Citation (Scopus)

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
Diffraction gratings
Malus
gratings (spectra)
food
image processing
3 Citations (Scopus)
Open Access
File
Malus
Spectrum Analysis
Spectroscopy
reflectance
food

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
Customer satisfaction
Seed
Experiments

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
Attribute Reduction
Similarity Relation
Fuzzy Relation
Alignment
kernel
2 Citations (Scopus)

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

Throughput
Membranes
Fibers
Composite materials
Polyvinyls
15 Citations (Scopus)

Incremental Perspective for Feature Selection Based on Fuzzy Rough Sets

Yang, Y., Chen, D., Wang, H. & Wang, X., 30 Jun 2018, In : IEEE Transactions on Fuzzy Systems. 26, 3, p. 1257-1273

Research output: Contribution to journalArticle

Open Access
File
Fuzzy Rough Sets
Feature Selection
Feature extraction
Subset
Set theory
2 Citations (Scopus)

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

Palmprint recognition
Face recognition
Ubiquitous computing
Joining
Learning algorithms
8 Citations (Scopus)
Open Access
File
Discriminant Analysis
Discriminant analysis
discriminant analysis
Least-Squares Analysis
multivariate analysis
3 Citations (Scopus)
Open Access
File
Magnetic resonance
Muscle
Mathematical models
Computer aided diagnosis
Median filters
2017
6 Citations (Scopus)
Open Access
Human computer interaction
Learning systems
Computer systems
Experiments
7 Citations (Scopus)
Open Access
File
Discriminant analysis
Separability
Discriminant Analysis
Scatter
Divides
15 Citations (Scopus)

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
Electroencephalography
Virtual reality
Support vector machines
Large scale systems
Sensors
2016
18 Citations (Scopus)

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

Yang, Y., Chen, D. & Wang, H., 15 Jun 2016, In : IEEE Transactions on Fuzzy Systems. 0

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)

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
Rough Set
Algebra
Contact
Logic
Approximation
21 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., 24 Aug 2016, In : Fuzzy Sets and Systems. 312, p. 66-86

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)

Local Partial Least Square classifier in high dimensionality classification

Song, W., Wang, H., Maguire, P. & Nibouche, O., 28 Dec 2016, In : Neurocomputing. 0

Research output: Contribution to journalArticle

Open Access
File
Least-Squares Analysis
Classifiers
Learning algorithms
Learning systems
Spectroscopy

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

Teye, E., Uhomoibhi, J. & Wang, H., 1 Aug 2016, 2, 3, p. 1-5

Research output: Contribution to journalArticle

Cocoa
Near infrared spectroscopy
Authentication
Support vector machines
Discriminant analysis
2015
11 Citations (Scopus)

A group decision making model for partially ordered preference under uncertainty

Chen, S., Liu, J., Wang, H. & Augusto, J. C., Sep 2015, In : Information Fusion. 25, p. 32-41

Research output: Contribution to journalArticle

Open Access
21 Citations (Scopus)

A new dynamic rule activation method for extended belief rule-based system

Calzada, A., Liu, J., Wang, H. & Kashyap, A., Apr 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 4, p. 880-894

Research output: Contribution to journalArticle

Open Access
3 Citations (Scopus)

Application of a spatial intelligent decision system on self-rated health status estimation

Calzada, A., Liu, J., Wang, H., Nugent, C. & Martinez, L., Oct 2015, In : Journal of Medical Systems. 39, 1, p. 138

Research output: Contribution to journalArticle

Open Access
2014
27 Citations (Scopus)

A linguistic multi-criteria decision making approach based on logical reasoning

Chen, S. W., Liu, J., Wang, H., Xu, Y. & Augusto, J. C., 10 Feb 2014, In : Information Sciences. 258, p. 266-276

Research output: Contribution to journalArticle

Open Access
Linguistics
Decision making
Agglomeration
52 Citations (Scopus)
Open Access

Dynamic sensor data segmentation for real-time knowledge-driven activity recognition

Okeyo, G., Chen, L., Wang, H. & Sterritt, R., Feb 2014, In : Pervasive and Mobile Computing. 10, Part B, p. 155-172

Research output: Contribution to journalArticle

Open Access
Activity Recognition
Segmentation
Real-time
Sensor
Sensors

Effectiveness of similarity measures in classification of time series data with intrinsic and extrinsic variability

Sengupta, S., Ojha, P., Wang, H. & Blackburn, W., 2014, In : International Journal of Applied Pattern Recognition. 1, 4, p. 318-337

Research output: Contribution to journalArticle

Open Access
2013
36 Citations (Scopus)

A Novel Belief Rule Base Representation, Generation and Its Inference Methodology

Liu, J., Martinez, L., Calzada, A. & Wang, H., 30 Aug 2013, In : Knowledge-Based Systems. 53, Intern, p. 129-141

Research output: Contribution to journalArticle

Open Access
Leak detection
Knowledge based systems
Fuzzy rules
Intelligent systems
Pipelines
5 Citations (Scopus)

Integrating domain similarity to improve protein complexes identification in TAP-MS data

Cai, B., Wang, H., Zheng, H. & Wang, H., 2013, In : Proteome Science. 11, Suppl, p. S2

Research output: Contribution to journalArticle

Open Access
16 Citations (Scopus)

Integrating textual analysis and evidential reasoning for decision making in Engineering design

Browne, F., Rooney, N., Liu, W., Bell, D., Wang, H., Taylor, P. & Jin, Y., 1 Nov 2013, In : Integrating textual analysis and evidential reasoning for decision making in Engineering design. 52, p. 165-175

Research output: Contribution to journalArticle

Open Access
Decision making
Set theory
Life cycle
Fusion reactions