• Shore Road, Jordanstown Campus

    BT37 0QB Newtownabbey

    United Kingdom

  • 254 Citations
  • 10 h-Index
20072020

Research output per year

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Research Output

Article
Open Access
File
38 Downloads (Pure)
Open Access
8 Citations (Scopus)
Open Access
38 Citations (Scopus)

Clustering semantically heterogeneous distributed aggregate databases

Zhang, S., McClean, S. & Scotney, B., 28 Feb 2014, In : Knowledge and Information Systems. 38, 2, p. 331-364 34 p.

Research output: Contribution to journalArticle

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
10 Citations (Scopus)

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

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
15 Citations (Scopus)
27 Downloads (Pure)

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
21 Citations (Scopus)
Open Access
File
5 Citations (Scopus)
21 Downloads (Pure)
Open Access

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
17 Citations (Scopus)
23 Downloads (Pure)

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)
7 Downloads (Pure)
Open Access
File
4 Citations (Scopus)
21 Downloads (Pure)
Open Access
26 Citations (Scopus)

Radial Basis Function Neural Network with Localized Stochastic-Sensitive Autoencoder for Home-Based Activity Recognition

Zhang, S., Nugent, CD., Ng, W. Y., Wang, T. & Xu, S., 8 Mar 2020, In : Sensors. 20, 5, 16 p., 1479.

Research output: Contribution to journalArticle

Open Access
File

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
6 Citations (Scopus)
37 Downloads (Pure)
Chapter

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: Springer, p. 98-103

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access

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. Springer, Vol. 4587. p. 190-202

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
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: Springer, Vol. 7798. p. 160-171

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
1 Citation (Scopus)
Conference contribution

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. IEEE, p. 5928-5931 4 p.

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

Open Access
File
3 Citations (Scopus)
22 Downloads (Pure)

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). IEEE, p. 166-171 6 p.

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

Automatic Recognition of Repetitive Hand Movements

Marshall, F., Scotney, B. & Zhang, S., 31 Aug 2020, IMVIP 2020 Irish Machine Vision and Image Processing Conference. Sligo: Irish Pattern Recognition and Classification Society, p. 137 140 p.

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

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: Springer, Vol. 10069. p. 156-165 9 p.

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

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. Irish Pattern Recognition and Classification Society, p. 13 20 p.

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

Open Access

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
25 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. IEEE, p. 1-6 6 p.

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

Open Access
File
10 Citations (Scopus)
14 Downloads (Pure)

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. British Computer Society, 5 p.

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

Open Access
File
1 Citation (Scopus)
17 Downloads (Pure)

Impact Analysis of Erroneous Data on IoT Reliability

Moore, S., Nugent, CD., Cleland, I. & Zhang, S., 9 Apr 2019, 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). Leicester, UK: IEEE Xplore, p. 1908-1915 7 p.

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

Open Access
File

Incorporating Duration Information in Activity Recognition.

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

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

Open Access
4 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. Springer, Vol. 8277. p. 9-17 8 p.

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

Open Access
File
10 Citations (Scopus)
8 Downloads (Pure)

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. Springer, Vol. 8867. p. 116-123 8 p.

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

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

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 . Springer, Vol. 9454. p. 50-59 9 p.

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

Open Access
4 Citations (Scopus)

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
8 Downloads (Pure)

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. Springer, Vol. 8868. p. 266-274 8 p.

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

Open Access
File
5 Citations (Scopus)
9 Downloads (Pure)

Preliminary evaluation of a self-management health app by people with cognitive impairment

Hernandez-Cruz, N., Cruciani, F., Favela, J., McChesney, I., Zhang, S., Nugent, CD. & Cleland, I., 6 Jun 2019, 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019. Kyoto, Japan: IEEE Xplore, p. 535-540 6 p. 8730755

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

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
14 Downloads (Pure)

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. IEEE, 4 p.

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

Open Access
File
23 Downloads (Pure)

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: Association for Computing Machinery, p. 227-231 5 p. (ACM International Conference Proceeding Series).

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

4 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. IEEE, p. 1-8 8 p.

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

Open Access
27 Citations (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: IEEE Xplore, Vol. 16248004. p. 318-323 6 p.

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

1 Citation (Scopus)
Paper

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
53 Downloads (Pure)
Review article
Open Access