Research Output 1991 2020

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Article
2020

Aggregated Topic Models for Increasing Social Media Topic Coherence

Blair, S., Bi, Y. & Mulvenna, M., 31 Jan 2020, In : Applied Intelligence. 50, p. 138-156 29 p.

Research output: Contribution to journalArticle

Open Access
File
Factorization

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 p.

Research output: Contribution to journalArticle

Image retrieval
Hash functions
Internet
Multimedia
Growth

Computational Time Series Analysis of Patient Referrals to a Primary Percutaneous Coronary Intervention Service

Iftikhar, A., Bond, RR., McGilligan, V. E., Leslie, S. J., McShane, A., Knoery, C., Rjoob, K. & Peace, A., 24 Jan 2020, In : Health Informatics Journal. 15 p.

Research output: Contribution to journalArticle

Open Access
File
Percutaneous Coronary Intervention
Referral and Consultation
Mortality

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) In : Journal of Food Composition and Analysis.

Research output: Contribution to journalArticle

Open Access
Units of measurement
Neural networks
Learning systems
Topology

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

Face recognition

Multi-Level Supervised Hashing with Deep Features for Ecient Image Retrieval

Ng, W., Li, J., Tian, X., Wang, H., Kwong, S. & Wallace, J., 12 Feb 2020, (Accepted/In press) In : Neurocomputing.

Research output: Contribution to journalArticle

Image retrieval
Semantics
Neural networks
Textures
Experiments

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
Open Access
File
Brain-Computer Interfaces
Brain computer interface
Evoked Potentials
Analysis of variance (ANOVA)
Area Under Curve

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

Smartphones
food
pattern recognition
Authentication
Pattern recognition
2019
9 Citations (Scopus)

5G Communication: An Overview of Vehicle-to-Everything, Drones, and Healthcare Use-cases

Ullah, H., Gopalakrishnan Nair, N., Adrian, M., Nugent, CD., Muschamp, P. & Cuevas, M., 18 Mar 2019, In : IEEE Access. 7, p. 37251-37268 18 p., 6287639.

Research output: Contribution to journalArticle

Open Access
File
Communication
Planets
Base stations
Antennas
Bandwidth
Open Access
File
Chemical activation
Neural networks
Monitoring
Data fusion
Intelligent systems
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
Blood Proteins
Electrocardiography
Biomarkers
Area Under Curve
Proteins

An Internet of Things Based Bed-Egress Alerting Paradigm Using Wearable Sensors in Elderly Care Environment

Awais, M., Raza, M., Ali, K., Ali, Z., Irfan, M., Chughtai, O., Khan, I., Kim, S. & Ur Rehman, M., 31 May 2019, In : Sensors. 19, 11, p. 1-17 17 p., 2498.

Research output: Contribution to journalArticle

Open Access
File
egress
accelerometers
Accelerometers
Internet
beds

An Ontology-Independent Representation Learning for Similar Disease Detection Based on Multi-layer Similarity Network

Qin, R., Duan, L., Zheng, H., Li-Ling, J., Song, K. & Zhang, Y., 9 Sep 2019, (Accepted/In press) In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. p. 1-11 11 p.

Research output: Contribution to journalArticle

Open Access
File
Network layers
Ontology
Multilayer
Learning
Similarity

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

A Novel Many-objective Evolutionary Algorithm Based on Transfer Matrix with Kriging model

Ma, L., Wang, R., Chen, S., Wang, X., Cheng, C., Lin, Z. & Shi, Y., 11 Jan 2019, (Accepted/In press) In : Information Sciences.

Research output: Contribution to journalArticle

Evolutionary algorithms
Sorting
Costs
Open Access
File
Pleasure
Uncertainty
Motivation
Lactic Acid
Decision Making
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

A tool for Swarm satellite data analysis and anomaly detection

Christodoulou, V., Bi, Y. & Wilkie, FG., 25 Mar 2019, (Accepted/In press) In : PLoS ONE. p. 1 17 p.

Research output: Contribution to journalArticle

Open Access
File
swarms
remote sensing
satellite data
data analysis
Satellites
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
1 Citation (Scopus)

Competing hypotheses and abductive inference

Glass, D. H., 6 May 2019, In : Annals of Mathematics and Artificial Intelligence. p. 1-18 18 p.

Research output: Contribution to journalArticle

Open Access
File
Abduction
Mutually exclusive
Probable
Pathway
Inference

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
5 Citations (Scopus)

Data analytics of call log data to identify caller behaviour patterns from a mental health and wellbeing helpline

O'Neill, S., Bond, RR., Grigorash, A., Ramsey, C., Armour, C. & Mulvenna, M., 1 Dec 2019, In : Health Informatics Journal. 25, 4, p. 1722-1738 17 p.

Research output: Contribution to journalArticle

Open Access
File
Mental Health
Informatics
Data Mining
Periodicity
Fourier Analysis

Data driven feature selection and machine learning to detect misplaced V1 and V2 chest electrodes when recording the 12-lead electrocardiogram

Rjoob, K., Bond, RR., Finlay, D., McGilligan, V. E., Leslie, S. J., Iftikhar, A., Guldenring, D., Rababah, A., Knoery, C., McShane, A. & Peace, A., 1 Nov 2019, In : Journal of Electrocardiology. 57, p. 39-43 5 p.

Research output: Contribution to journalArticle

Electrocardiography
Electrodes
Thorax
Wavelet Analysis
Left Ventricular Hypertrophy
Open Access
File
Data mining
Learning systems
Supervised learning
Labeling
Artificial intelligence

Deep Learning to Automatically Interpret Images of the Electrocardiogram: Do We Need the Raw Samples?

Brisk, R., Bond, RR., Banks, E., Piadlo, A., Finlay, D., McLaughlin, J. & David, M., 18 Oct 2019, In : Journal of Electrocardiology. 57, p. S65-S69

Research output: Contribution to journalArticle

Electrocardiography
Learning
Benchmarking
Signal-To-Noise Ratio
Research Personnel

Design and assessment of the data analysis process for a wrist-worn smart object to detect atomic activities in the smart home

Ni, Q., Cleland, I., Nugent, CD., García Hernando, A. B. & Pau de la Cruz, I., 1 May 2019, In : Pervasive and Mobile Computing. 56, p. 57-70 14 p.

Research output: Contribution to journalArticle

Open Access
File
Smart Objects
Smart Home
Data analysis
Accelerometers
Sensors
reminiscence
Application programs
Caregivers
Dementia
Interviews
Open Access
File
Air cushion vehicles
Neural networks
Sensors
Ubiquitous computing
Computational methods
9 Citations (Scopus)

Explainable artificial intelligence for breast cancer: A visual case-based reasoning approach

Lamy, J-B., Sekar, B., Guézennec, G., Bouaud, J. & Seroussi, B., 1 Mar 2019, In : Artificial Intelligence in Medicine. 94, p. 42-53 12 p.

Research output: Contribution to journalArticle

Open Access
File
Case based reasoning
Artificial Intelligence
Artificial intelligence
Breast Neoplasms
Databases
Application programs
mood
Mental Health
mental health
Health

Eye tracking analysis of computer program comprehension in programmers with dyslexia

McChesney, I. & Bond, RR., 30 Jun 2019, In : Empirical Software Engineering. 24, 3, p. 1109-1154 46 p.

Research output: Contribution to journalArticle

Open Access
File
Computer program listings
Experiments
1 Citation (Scopus)
Open Access
File
Thermopiles
Infrared radiation
Sensors
Cameras
Data acquisition
User interfaces
Data storage equipment

Impact of an educational intervention on eye gaze behaviour in retinal image interpretation by Consultant and Trainee Ophthalmologists

Shirley, K., Williams, M., McLaughlin, L., Parker, N. & Bond, RR., 19 Oct 2019, In : Health Informatics Journal. p. 1-12 12 p.

Research output: Contribution to journalArticle

Open Access
File
Consultants
Teaching
Diabetic Retinopathy
Eye Movements
Medical Education
1 Citation (Scopus)

Mass spectral substance detections using long short-term memory networks

Liu, J., Zhang, J., Luo, Y., Yang, S., Wang, J. & Fu, Q., 9 Jan 2019, In : IEEE Access. 7, p. 10734-10744 11 p., 8606092.

Research output: Contribution to journalArticle

Open Access
File
Mass spectrometers
Proton transfer
Recurrent neural networks
Processing
Mass spectrometry

Novel hybrid method for interpolating missing information in body surface potential maps

Rababah, A., Bond, RR., Rjoob, K., Guldenring, D., McLaughlin, J. & Finlay, D., 5 Sep 2019, In : Journal of Electrocardiology. 57, p. S51-S55 5 p.

Research output: Contribution to journalArticle

Principal Component Analysis
Electrodes
Body Surface Potential Mapping
Torso
Left Ventricular Hypertrophy

Ontology-based Enriched Concept Graphs for Medical Document Classication

Shanavas, N., Wang, H., Lin, Z. & Hawe, G., 11 Nov 2019, (Accepted/In press) In : Information Sciences.

Research output: Contribution to journalArticle

Ontology
Text Classification
Graph in graph theory
Terminology
Comparison Result

Optical Space Switches in Data Centers: Issues with Transport Protocols

Abu-Tair, M., Perry, P., Morrow, PJ., McClean, S. I., Scotney, B., Parr, G. & Biswas, I., 22 Feb 2019, In : Photonics. 6, 1, p. 1-13 13 p., 16.

Research output: Contribution to journalArticle

Open Access
File
switches
Scheduling
Switches
Transmission control protocol
Network protocols
Open Access
File
Vital Signs
Self Care
Caregivers
Monitoring
Technology
Mathematical transformations
Support vector machines
Learning systems
Pipelines
Throughput

Protection of Records and Data Authentication based on Secret Shares and Watermarking

Ali, Z., Imran, M., McClean, S. I., Khan, N. & Shoaib, M., 22 Jan 2019, (Accepted/In press) In : Future Generation Computer Systems. p. 1-14 14 p.

Research output: Contribution to journalArticle

Open Access
File
Watermarking
Authentication
Health
Fabrication
Communication

Quantifying consensus of rankings based on q-support patterns

Xue, Z., Lin, Z., Wang, H. & McClean, S., 28 Dec 2019, In : Information Sciences. 518, p. 396-412 17 p.

Research output: Contribution to journalArticle

Information retrieval
Ranking
Decision making
Group Decision Making
Evaluate

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
2 Citations (Scopus)

Radio Channel Characterization of Mid-band 5G Service Delivery for Ultra-Low Altitude Aerial Base Stations

Catherwood, P., Black, B., Mohamed, E. B., Cheema, A. A., Rafferty, J. & McLaughlin, J., 23 Jan 2019, In : IEEE Access. 7, p. 8283-8299 17 p., 8606910.

Research output: Contribution to journalArticle

Open Access
File
Base stations
Antennas
Unmanned aerial vehicles (UAV)
Outages
Disasters
Classifiers
Analytic hierarchy process
Scalability
Decision making
Data storage equipment