Research Output 1991 2020

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

Human and Data-Driven Design Fictions: Entering the Near-Future Zone

Malizia, A., Bond, RR., Turkington, R. & Mulvenna, M., 20 Jan 2020, Proceedings of the International Workshop on Rethinking Cognitive Ergonomics: ReCogErg 2019 Rethinking Cognitive Ergonomics. Murray, D., van der Veer, G., de Haan, G. & Dittmar, A. (eds.). CEUR-WS, Vol. 2539. p. 1-4 4 p. (CEUR-WS).

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

Open Access

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

Towards Chatbots to Support Bibliotherapy Preparation and Delivery

McAllister, P., Kerr, J., McTear, M., Mulvenna, M., Bond, RR., Kirby, K., Morning, J. & Glover, D., 19 Jan 2020, Chatbot Research and Design: Third International Workshop, CONVERSATIONS 2019 Amsterdam, The Netherlands, November 19–20, 2019 Revised Selected Papers. Følstad, A., Araujo, T., Papadopoulos, S., Lai-Chong Law, E., Granmo, O-C., Luger, E. & Brandtzaeg, P. B. (eds.). LNCS ed. Switzerland, Vol. 11970. p. 127-142 15 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
Bibliotherapy
Interviews
Mental Health
Personality
Therapeutics

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

A digital training tool on radiographer chest image interpretation performance

McLaughlin, L., Hughes, C., Bond, RR., McConnell, J. & McFadden, S., 27 Feb 2019, C-1279 A digital training tool on radiographer chest image interpretation performance. Vienna, Vol. 1. p. 1 1 p.

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

Open Access
File
Thorax
Outcome Assessment (Health Care)
Technology
Control Groups
Learning
Open Access
File
Chemical activation
Neural networks
Monitoring
Data fusion
Intelligent systems

A Framework for the Development of a Dynamic Adaptive Intelligent User Interface to Enhance the User Experience

Johnston, V., Black, M., Wallace, J. G., Mulvenna, M. & Bond, RR., 10 Sep 2019, ECCE 2019 - Proceedings of the 31st European Conference on Cognitive Ergonomics: ''Design for Cognition''. Mulvenna, M. & Bond, R. (eds.). New York, NY, USA, p. 32-35 4 p. (ICPS).

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

User interfaces
Learning algorithms
Learning systems
Pipelines

An Audit Tool for Assessing the Visuocognitive Design of Infographics

Gay, J., Simms, V., Bond, RR., Finlay, D. & Purchase, H., 10 Sep 2019, ECCE 2019 - Proceedings of the 31st European Conference on Cognitive Ergonomics: Designing for Cognition. p. 1-5 5 p.

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

Visualization
Sustainable development
Teaching
Display devices
Industry
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 Investigation of Gradient as a Feature Cue for Saliency Detection

Cooley, C., Coleman, S., Gardiner, B. & Scotney, B., 18 Aug 2019, Proceedings - 2019 2nd International Conference on Artificial Intelligence and Pattern Recognition (AIPR 2019). Beijing, p. 13-17 5 p.

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

Open Access
File
Masks
Object detection

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
2 Citations (Scopus)

An unobtrusive sensing solution for home based post-stroke rehabilitation: Proceedings

Ekerete, I., Nugent, C. & McLaughlin, J., 24 Jan 2019, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). p. 1478-1479 2 p. 8621279

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

Open Access
File
Patient rehabilitation
Radar
Feedback
Sensors
Hot Temperature
1 Citation (Scopus)
Functional assessment
Clinical Decision Support Systems
Decision support systems
Alzheimer Disease
Support vector machines

A Public Domain Dataset for Human Activity Recognition in Free-living Conditions

Cruciani, F., Sun, C., Zhang, S., Nugent, CD., Li, C., Song, S., Cheng, C., Cleland, I. & McCullagh, P., 21 May 2019, (Accepted/In press) The 2nd Workshop on advanced Technologies for Smarter Assisted Living solutions: Towards an open Smart Home infrastructure (SmarterAAL'19). p. 166-171 6 p.

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

Smartphones
Application programs
Defibrillators
Sudden Cardiac Death
Cardiopulmonary Resuscitation
Thorax
Resuscitation
2 Citations (Scopus)

Assessing the Usability of a Chatbot for Mental Health Care

Cameron, G., Cameron, D., Megaw, G., Bond, RR., Mulvenna, M., O'Neill, S., Armour, C. & McTear, M., 17 Apr 2019, Internet Science: INSCI 2018 International Workshops, St. Petersburg, Russia, October 24–26, 2018, Revised Selected Papers. Følstad, A., Halpin, H., Niedermayer, H., Bodrunova, S. S., Smoliarova, A., Koltsova, O., Kolozaridi, P. & Yuldashev, L. (eds.). Springer Nature Switzerland AG 2019: Springer Verlag, Vol. 11551. p. 121-132 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11551 LNCS).

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

Mental Health
Delivery of Health Care
Weather
Intelligence
Self Concept
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

Autonomic Providing Pre-Programmed Death of Cubesats for Avoiding Space JUNK

Palmer, R. & Sterritt, R., 30 Jul 2019, Proceedings - 2019 IEEE International Conference on Space Mission Challenges for Information Technology, SMC-IT 2019. p. 78-86 9 p. 8863860

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

Open Access
File
Biological systems

A Virtual Reality Training Tool to Improve Weight-Related Communication Across Healthcare Settings

Quigley, F., Moorhead, A., Bond, RR., Zheng, H. & McAloon, T., 10 Sep 2019, ECCE 2019 Proceedings of the 31st European Conference on Cognitive Ergonomics: Designing for Cognition. p. 19-22 4 p.

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

virtual reality
Virtual reality
communication
Communication
Testing

Behaviour Analytics of Users Completing Ecological Momentary Assessments in the Form of Mental Health Scales and Mood Logs on a Smartphone App

Bond, RR., Moorhead, A., Mulvenna, M., O'Neill, S., Potts, C. & Murphy, N., 10 Sep 2019, ECCE 2019 - Proceedings of the 31st European Conference on Cognitive Ergonomics: ''Design for Cognition''. Mulvenna, M. & Bond, R. (eds.). New York, NY, USA, p. 203-206 4 p. (ICPS).

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

Smartphones
Application programs
Health
Pipelines

Bootstrapping analysis of crowdsourced non-expert estimates of the number of calories in photographs of meals

Bond, RR., Moorhead, A., Zheng, H. & McAllister, P., 29 Jan 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018: Conference Proceedings. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Madrid, Spain, p. 1465-1469 5 p. 8621166

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

Open Access
dietitians
photographs
sampling
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

Building Stakeholder Trust in Internet of Things (IoT) Data Services using Information Service Level Agreements (SLAs)

Peoples, C., Abu-tair, M., Wang, B., Rabbani, K., Morrow, P., Rafferty, J., Moore, A., McClean, S. & Fisher, M., 1 Apr 2019, p. 454-459. 6 p.

Research output: Contribution to conferencePaper

Information services
Network performance
Availability
Internet of things

Can blood biomarkers augment ECG interpretation?

McGilligan, V. E., Bond, RR., Watterson, S., Bjourson, AJ., Rjoob, K., Iftikhar, A., El Chemaly, M., Peace, A., Leslie, S. & Knoery, C., 1 May 2019.

Research output: Contribution to conferenceAbstract

Chatbots for mental health and suicide prevention: Is this even ethical?

Bond, RR., O'Neill, S., Ennis, E. & Mulvenna, M., 3 Oct 2019.

Research output: Contribution to conferenceAbstract

suicide
mental health
experience
shame
data processing program

Comparing CNN and Human Crafted Features for Human Activity Recognition

Cruciani, F., Vafeiadis, A., Nugent, CD., Cleland, I., McCullagh, P., Votis, K., Giakoumis, D., Tzovaras, D., Chen, L. & Hamzaoui, R., 21 May 2019, (Accepted/In press) The 16th IEEE International Conference on Ubiquitous Intelligence and Computing.

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

Neural networks
Feature extraction
Sensors
Deep learning
Big data

Comparison of Activity Recognition using 2D and 3D Skeletal Joint Data

Marshall, F., Zhang, S. & Scotney, B., Aug 2019, Irish Machine Vision & Image Processing Conference proceedings: IMVIP 2019. p. 13 20 p.

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

Open Access
Classifiers
Visualization
Cameras
Sensors
Costs
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

Data Reduction Methods for Life-Logged Datasets

Burns, W., McCullagh, P., Finlay, D., Navarro-Paredes, C. & McLaughlin, J., 14 Jul 2019, (Accepted/In press) Smart Assisted Living. Chen, F. (ed.). p. 305-319 15 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Metadata
Global positioning system
Data reduction
Smartphones
Face recognition

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