• Shore Road, Jordanstown Campus

    BT37 0QB Newtownabbey

    United Kingdom

  • 206 Citations
  • 9 h-Index
20072019
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Research Output 2007 2019

  • 206 Citations
  • 9 h-Index
  • 18 Conference contribution
  • 13 Article
  • 3 Chapter
  • 1 Paper
2019
Open Access
File
Chemical activation
Neural networks
Monitoring
Data fusion
Intelligent systems

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

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
Open Access
File
Air cushion vehicles
Neural networks
Sensors
Ubiquitous computing
Computational methods
2018
6 Citations (Scopus)

Ensemble classifier of long short-term memory with fuzzy temporal windows on binary sensors for activity recognition

Medina-Quero, J., Zhang, S., Nugent, CD. & Espinilla, M., 1 Aug 2018, In : Expert Systems with Applications. 114, p. 441-453 13 p.

Research output: Contribution to journalArticle

Open Access
File
Classifiers
Sensors
Chemical activation
Recurrent neural networks
Fuzzy logic

Evaluation of the TV Customer Experience Using Eye Tracking Technology

Zhang, S., McClean, S. I., Garifullina, A., Kegel, I., Lightbody, G., Milliken, M., Ennis, A. & Scotney, B., 2 Jul 2018, BCS, The Chartered Institute for IT (ACM Proceedings) 32nd Human Computer Interaction Conference. 5 p.

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

Open Access
File
Video on demand
Computer hardware
User interfaces
Experiments
Network protocols

Measuring and Visualising Global Happiness

Bond, RR., Zhang, S. & Marshall, F., 7 Jun 2018, (Accepted/In press) p. 1-5. 5 p.

Research output: Contribution to conferencePaper

Open Access
File
happiness
WHO
World Bank
life expectancy
social media

Portal Design for the Open Data Initiative: A Preliminary Study

Hernandez-Cruz, N., McChesney, I., Rafferty, J., Nugent, CD., Synnott, J. & Zhang, S., 23 Oct 2018, MDPI Proceedings: Presented at the 12th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, Dominican Republic, 4–7 December 2018.. 2(19) ed. MDPI, Vol. 2018. 7 p. (MDPI Proceedings; vol. 2, no. 2019).

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

Open Access
File
User interfaces
Health care
Ontology
Data structures
Testing

Real-time Recognition of Interleaved Activities based on Ensemble of LSTM and Fuzzy Temporal Windows

Medina Quero, J., Orr, C., Zhang, S., Nugent, CD., Salguero, A. & Espinilla, M., 27 Jul 2018, (Accepted/In press) MDPI Proceedings. MDPI, 10 p. (The 12th International Conference on Ubiquitous Computing and Ambient ‪Intelligence (UCAmI 2018)).

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

Open Access
File
Classifiers
Recurrent neural networks
Sensors
Fuzzy logic
Chemical activation
2 Citations (Scopus)

Transfer Learning and Data Fusion Approach to Recognize Activities of Daily Life

Hernandez-Cruz, N., Razzaq, M. A., Nugent, CD., McChesney, I. & Zhang, S., 17 Sep 2018, Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare. New York, USA, p. 227-231 5 p. (ACM International Conference Proceeding Series).

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

Watches
Data fusion
Intelligent systems
Labeling
Learning systems
2016

Change Point Detection Using Multivariate Exponentially Weighted Moving Average (MEWMA) for Optimal Parameter in Online Activity Monitoring

Khan, N., McClean, S. I., Zhang, S. & Nugent, CD., 2 Nov 2016, UCAmI 2016: Ubiquitous Computing and Ambient Intelligence. Spain, Vol. 10069. p. 156-165 9 p.

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

Monitoring
Sensors
Smart sensors
Scalability
Genetic algorithms
9 Citations (Scopus)

Environment Simulation for the Promotion of the Open Data Initiative

Synnott, J., Nugent, C., Zhang, S., Calzada, A., Cleland, I., Espinilla, M., Quero, J. M. & Lundstrom, J., 30 Jun 2016, Unknown Host Publication. p. 1-6 6 p.

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

Open Access
File
Benchmarking
Testing
Costs

Impact of Medical History on Technology Adoption in Utah Population Database

Chaurasia, P., McClean, S., Nugent, C., Cleland, I., Zhang, S., Donnelly, M. P., Bryan, S., Sanders, C., Smith, K., Norton, M. C. & Tschanz, J., 3 Nov 2016, Ubiquitous Computing and Ambient Intelligence. Cham, p. 98-103

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
11 Citations (Scopus)

Modelling assistive technology adoption for people with dementia

Chaurasia, P., McClean, S. I., Nugent, C., Cleland, I., Zhang, S., Donnelly, M., Bryan, S., Sanders, C., Smith, K., Norton, M. C. & Tschanz, J., 31 Oct 2016, In : Journal of Biomedical Informatics. 63, p. 235-248

Research output: Contribution to journalArticle

Open Access
File
Self-Help Devices
Dementia
Technology
Health Education
Prosthetics
3 Citations (Scopus)
Open Access
File
genetic algorithms
Genetic algorithms
Monitoring
Sensors
Accelerometers
5 Citations (Scopus)

Sensor-Based Change Detection for Timely Solicitation of User Engagement

Patterson, T., Khan, N., McClean, S. I., Nugent, C., Zhang, S., Cleland, I. & Ni, Q., 15 Dec 2016, In : IEEE Transactions on Mobile Computing. PP, 99

Research output: Contribution to journalArticle

Open Access
File
Electrocardiography
Mobile devices
Labels
Sensors

Technology Adoption and Prediction Tools for Everyday Technologies Aimed at People with Dementia

Chaurasia, P., McClean, S. I., Nugent, C., Cleland, I., Zhang, S., Donnelly, M., Bryan, S., Saunders, C., Smith, K., Norton, M. & JoAnn, T., 23 Jun 2016, (Accepted/In press) Unknown Host Publication. 4 p.

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

Open Access
File
1 Citation (Scopus)

Using Genetic Algorithms for Optimal Change Point Detection in Activity Monitoring

Khan, N., McClean, S. I., Zhang, S. & Nugent, CD., 18 Aug 2016, 2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS). Dublin, Ireland, Vol. 16248004. p. 318-323 6 p.

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

genetic algorithm
monitoring
time series
accelerometer
detection
2015
4 Citations (Scopus)

Parameter Optimization for Online Change Detection in Activity Monitoring Using Multivariate Exponentially Weighted Moving Average (MEWMA)

Khan, N., McClean, S. I., Zhang, S. & Nugent, CD., 13 Dec 2015, UCAmI 2015: Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information . Vol. 9454. p. 50-59 9 p.

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

Open Access
Monitoring
Sensors
Accelerometers
Labels
Tuning
2014
3 Citations (Scopus)

A Knowledge-Driven Approach to Predicting Technology Adoption among Persons with Dementia

Patterson, T., McClean, S., Langdon, P., Zhang, S., Nugent, CD. & Cleland, I., 30 Aug 2014, Unknown Host Publication. p. 5928-5931 4 p.

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

Open Access
File
Prosthetics
Aging of materials
33 Citations (Scopus)
Open Access
Self-Help Devices
Dementia
Webcasts
Technology
Cell Phones

Clustering semantically heterogeneous distributed aggregate databases

Zhang, S., McClean, S. & Scotney, B., Feb 2014, In : Knowledge and Information Systems. 38, 2, p. 331-364

Research output: Contribution to journalArticle

Open Access
Semantics
Clustering algorithms
Data mining
Scalability
9 Citations (Scopus)

Development of a Technology Adoption and Usage Prediction Tool for Assistive Technology for People with Dementia

O'Neill, S., McClean, S., Donnelly, M., Nugent, C., Galway, L., Cleland, I., Zhang, S., Young, T., Scotney, B., Mason, S. & Craig, D., 2014, In : Interacting with Computers. 26, 2, p. 169-176

Research output: Contribution to journalArticle

Open Access
18 Citations (Scopus)

Evaluation of Prompted Annotation of Activity Data Recorded from a Smart Phone

Cleland, I., Han, M., Nugent, CD., Lee, H., McClean, S., Zhang, S. & Lee, S., 2014, In : Sensors. 14, 9, p. 15861

Research output: Contribution to journalArticle

Open Access
annotations
Labels
Mobile Applications
evaluation
Running
2 Citations (Scopus)

Online Change Detection for Timely Solicitation of User Interaction

Patterson, T., McClean, S., Nugent, CD., Zhang, S., Galway, L. & Cleland, I., 5 Dec 2014, Unknown Host Publication. Vol. 8867. p. 116-123 8 p.

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

Open Access
File
Mobile devices
Labels
4 Citations (Scopus)

Predicting Technology Adoption in People with Dementia; Initial Results from the TAUT Project

Cleland, I., Nugent, C. D., McClean, S. I., Hartin, P. J., Sanders, C., Donnelly, M., Zhang, S., Scotney, B., Smith, K., Noron, M. C. & Tschanz, J. C., 2 Dec 2014, Unknown Host Publication. Vol. 8868. p. 266-274 8 p.

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

Open Access
File
Aging of materials
Data storage equipment
Mobile phones
Compliance
2013
10 Citations (Scopus)

Mobile Based Prompted Labeling of Large Scale Activity Data

Cleland, I., Han, M., Nugent, C. D., Lee, H., Zhang, S., McClean, S. & Lee, S., 2 Dec 2013, Unknown Host Publication. Vol. 8277. p. 9-17 8 p.

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

Open Access
File
Labeling
Labels
Sensors
Mobile phones
Mobile devices
1 Citation (Scopus)

Prediction of Assistive Technology Adoption for People with Dementia

Zhang, S., McClean, S. I., Nugent, CD., O'Neill, S., Donnelly, M., Galway, L., Scotney, B. & Cleland, I., 2013, Health Information Science, Lecture Notes in Computer Science. London, Vol. 7798. p. 160-171

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
Decision trees
Logistics
Statistical tests
Video streaming
Mobile phones
2012
24 Citations (Scopus)
Open Access
Sensors
Maximum likelihood estimation
Labels
Uncertainty
2011
Open Access
2010
6 Citations (Scopus)
Open Access
Aging of materials
Health
Monitoring
Sensors
4 Citations (Scopus)

Incorporating Duration Information in Activity Recognition.

Chaurasia, P., Bryan, S., McClean, S., Zhang, S. & Nugent, C., 1 Sep 2010, Unknown Host Publication. Vol. 6291. p. 245-255 16 p.

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

Open Access
Sensors
Learning algorithms
Chemical activation
24 Citations (Scopus)

Using duration to learn activities of daily living in a smart home environment

Zhang, S., McClean, S., Bryan, S., Chaurasia, P. & Nugent, C., 20 Mar 2010, Unknown Host Publication. p. 1-8 8 p.

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

Open Access
Kitchens
Sensors
Learning algorithms
Aging of materials
Monitoring
2008
26 Citations (Scopus)

Decision support for Alzheimer's patients in smart homes

Zhang, S., McClean, SI., Scotney, BW., Hong, X., Nugent, CD. & Mulvenna, MD., Jun 2008, Unknown Host Publication. p. 236-241 6 p. (COMPUTER-BASED MEDICAL SYSTEMS : PROCEEDINGS OF THE ANNUAL IEEE SYMPOSIUM).

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

Open Access
Snow
XML
Aging of materials
Health
Monitoring
2007
1 Citation (Scopus)

Knowledge Discovery from Semantically Heterogeneous Aggregate Databases Using Model-Based Clustering

Zhang, S., McClean, S. & Scotney, B., 19 Aug 2007, Data Management. Data, Data Everywhere. Vol. 4587. p. 190-202

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
Data mining
Semantics
Data structures
Scalability
Experiments