Shuai Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 38

Top Venues

UCAmI

Sensors

SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI

EMBC

Ulster University, UK (PHD)

Education History

Ulster University, UK

PHD

Publications

Michael Milliken, Andriy Kharechko, Ian Kegel, Brahim Allan, Shuai Zhang, Sally I. McClean
Eye Gaze Analysis Towards an AI System for Dynamic Content Layout. ICIAP Workshops (1) (2023)
Zhi Chen, Shuai Zhang, Sally I. McClean, Fionnuala Hart, Michael Milliken, Brahim Allan, Ian Kegel
Process Mining IPTV Customer Eye Gaze Movement Using Discrete-Time Markov Chains. Algorithms 16 (2) (2023)
Naveed Khan, Sally I. McClean, Shuai Zhang, Chris D. Nugent
Performance evaluation of multivariate statistical techniques using edge-enabled optimisation for change detection in activity monitoring. J. Cloud Comput. 12 (1) (2023)
Samuel J. Moore, Federico Cruciani, Chris D. Nugent, Shuai Zhang, Ian Cleland, Sadiq Sani
Deep learning for network intrusion: A hierarchical approach to reduce false alarms. Intell. Syst. Appl. 18 (2023)
Shuai Zhang, Wing W. Y. Ng, Jianjun Zhang, Chris D. Nugent, Naomi Irvine, Ting Wang
Evaluation of radial basis function neural network minimizing L-GEM for sensor-based activity recognition. J. Ambient Intell. Humaniz. Comput. 14 (1) (2023)
Rafael de Andrade Moral, Zhi Chen, Shuai Zhang, Sally I. McClean, Gabriel R. Palma, Brahim Allan, Ian Kegel
Profiling Television Watching Behavior Using Bayesian Hierarchical Joint Models for Time-to-Event and Count Data. IEEE Access 10 (2022)
Priyanka Chaurasia, Sally I. McClean, Chris D. Nugent, Ian Cleland, Shuai Zhang, Mark P. Donnelly, Bryan W. Scotney, Chelsea Sanders, Ken Smith, Maria C. Norton, JoAnn T. Tschanz
Modelling mobile-based technology adoption among people with dementia. Pers. Ubiquitous Comput. 26 (2) (2022)
Ting Wang, Wing W. Y. Ng, Jinde Li, Qiuxia Wu, Shuai Zhang, Chris D. Nugent, Colin Shewell
A Deep Clustering via Automatic Feature Embedded Learning for Human Activity Recognition. IEEE Trans. Circuits Syst. Video Technol. 32 (1) (2022)
Brahim Allan, Ian Kegel, Sri Harish Kalidass, Andriy Kharechko, Michael Milliken, Sally I. McClean, Bryan W. Scotney, Shuai Zhang
Towards automatic placement of media objects in a personalised TV experience. Multim. Syst. 28 (6) (2022)
Fiona Marshall, Shuai Zhang, Bryan W. Scotney
Automatic Assessment of the Type and Intensity of Agitated Hand Movements. J. Heal. Informatics Res. 6 (4) (2022)
Zhi Chen, Shuai Zhang, Sally I. McClean, Brahim Allan, Ian Kegel
Sequence Mining TV Viewing Data Using Embedded Markov Modelling. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI (2021)
Samuel J. Moore, Chris D. Nugent, Shuai Zhang, Ian Cleland, Sadiq Sani, Alex Healing
A Markov Model to Detect Sensor Failure in IoT Environments. SERVICES (2020)
Samuel J. Moore, Chris D. Nugent, Shuai Zhang, Ian Cleland
IoT reliability: a review leading to 5 key research directions. CCF Trans. Pervasive Comput. Interact. 2 (3) (2020)
Wing W. Y. Ng, Shichao Xu, Ting Wang, Shuai Zhang, Chris D. Nugent
Radial Basis Function Neural Network with Localized Stochastic-Sensitive Autoencoder for Home-Based Activity Recognition. Sensors 20 (5) (2020)
Naomi Irvine, Chris D. Nugent, Shuai Zhang, Hui Wang, Wing W. Y. Ng
Neural Network Ensembles for Sensor-Based Human Activity Recognition Within Smart Environments. Sensors 20 (1) (2020)
Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Witold Pedrycz, Shuai Zhang, Chris D. Nugent
Minority Oversampling Using Sensitivity. IJCNN (2020)
Jingming Liu, Minghui Gong, Wei Guo, Chunping Li, Hui Wang, Shuai Zhang, Christopher Nugent
Dose Regulation Model of Norepinephrine Based on LSTM Network and Clustering Analysis in Sepsis. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Netzahualcóyotl Hernández, Chris D. Nugent, Ian R. McChesney, Shuai Zhang, Jesús Favela
Adoption of the activation function fusion approach to identify human activity recognition in a semi-supervised neural network. EAI Endorsed Trans. Pervasive Health Technol. 5 (17) (2019)
Samuel J. Moore, Chris D. Nugent, Ian Cleland, Shuai Zhang
Impact Analysis of Erroneous Data on IoT Reliability. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Federico Cruciani, Chen Sun, Shuai Zhang, Chris D. Nugent, Chunping Li, Shaoxu Song, Cheng Cheng, Ian Cleland, Paul J. McCullagh
A Public Domain Dataset for Human Activity Recognition in Free-Living Conditions. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Zhi Chen, Shuai Zhang, Sally I. McClean, Gaye Lightbody, Michael Milliken, Ian Kegel, Aygul Garifullina
Using Eye Tracking to Gain Insight into TV Customer Experience by Markov Modelling. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Shuai Zhang, Chris D. Nugent
Undersampling Near Decision Boundary for Imbalance Problems. ICMLC (2019)
Netzahualcóyotl Hernández, Federico Cruciani, Jesús Favela, Ian R. McChesney, Shuai Zhang, Chris D. Nugent, Ian Cleland
Preliminary evaluation of a self-management health app by people with cognitive impairment. PerCom Workshops (2019)
Netzahualcóyotl Hernández, Muhammad Asif Razzaq, Chris D. Nugent, Ian R. McChesney, Shuai Zhang
Transfer Learning and Data Fusion Approach to Recognize Activities of Daily Life. PervasiveHealth (2018)
Shuai Zhang, Chris D. Nugent, Jens Lundström, Min Sheng
. Informatics 5 (1) (2018)
Javier Medina Quero, Shuai Zhang, Chris D. Nugent, Macarena Espinilla
Ensemble classifier of long short-term memory with fuzzy temporal windows on binary sensors for activity recognition. Expert Syst. Appl. 114 (2018)
Javier Medina Quero, Claire Orr, Shuai Zhang, Chris D. Nugent, Alberto Salguero, Macarena Espinilla
Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows. UCAmI (2018)
Netzahualcóyotl Hernández, Ian R. McChesney, Joseph Rafferty, Chris D. Nugent, Jonathan Synnott, Shuai Zhang
Portal Design for the Open Data Initiative: A Preliminary Study. UCAmI (2018)
Timothy Patterson, Naveed Khan, Sally I. McClean, Chris D. Nugent, Shuai Zhang, Ian Cleland, Qin Ni
Sensor-Based Change Detection for Timely Solicitation of User Engagement. IEEE Trans. Mob. Comput. 16 (10) (2017)
Shuai Zhang, Wing W. Y. Ng, Jianjun Zhang, Chris D. Nugent
Human Activity Recognition Using Radial Basis Function Neural Network Trained via a Minimization of Localized Generalization Error. UCAmI (2017)
Chris D. Nugent, Jonathan Synnott, Celeste Gabrielli, Shuai Zhang, Macarena Espinilla, Alberto Calzada, Jens Lundström, Ian Cleland, Kåre Synnes, Josef Hallberg, Susanna Spinsante, Miguel Angel Ortiz Barrios
Improving the Quality of User Generated Data Sets for Activity Recognition. UCAmI (2) (2016)
Priyanka Chaurasia, Sally I. McClean, Chris D. Nugent, Ian Cleland, Shuai Zhang, Mark P. Donnelly, Bryan W. Scotney, Chelsea Sanders, Ken Smith, Maria C. Norton, JoAnn T. Tschanz
Modelling assistive technology adoption for people with dementia. J. Biomed. Informatics 63 (2016)
Jonathan Synnott, Chris D. Nugent, Shuai Zhang, Alberto Calzada, Ian Cleland, Macarena Espinilla, Javier Medina Quero, Jens Lundström
Environment Simulation for the Promotion of the Open Data Initiative. SMARTCOMP (2016)
Naveed Khan, Sally I. McClean, Shuai Zhang, Chris D. Nugent
Using Genetic Algorithms for Optimal Change Point Detection in Activity Monitoring. CBMS (2016)
Priyanka Chaurasia, Sally I. McClean, Chris D. Nugent, Ian Cleland, Shuai Zhang, Mark P. Donnelly, Bryan W. Scotney, Chelsea Sanders, Ken Smith, Maria C. Norton, JoAnn T. Tschanz
Technology adoption and prediction tools for everyday technologies aimed at people with dementia. EMBC (2016)
Naveed Khan, Sally I. McClean, Shuai Zhang, Chris D. Nugent
Change Point Detection Using Multivariate Exponentially Weighted Moving Average (MEWMA) for Optimal Parameter in Online Activity Monitoring. UCAmI (1) (2016)
Naveed Khan, Sally I. McClean, Shuai Zhang, Chris D. Nugent
Optimal Parameter Exploration for Online Change-Point Detection in Activity Monitoring Using Genetic Algorithms. Sensors 16 (11) (2016)
Priyanka Chaurasia, Sally I. McClean, Chris D. Nugent, Ian Cleland, Shuai Zhang, Mark P. Donnelly, Bryan W. Scotney, Chelsea Sanders, Ken Smith, Maria C. Norton, JoAnn T. Tschanz
Impact of Medical History on Technology Adoption in Utah Population Database. UCAmI (2) (2016)
Naveed Khan, Sally I. McClean, Shuai Zhang, Chris D. Nugent
Parameter Optimization for Online Change Detection in Activity Monitoring Using Multivariate Exponentially Weighted Moving Average (MEWMA). UCAmI (2015)
Timothy Patterson, Sally I. McClean, Chris D. Nugent, Shuai Zhang, Leo Galway, Ian Cleland
Online Change Detection for Timely Solicitation of User Interaction. UCAmI (2014)
Ian Cleland, Manhyung Han, Chris D. Nugent, Hosung Lee, Sally I. McClean, Shuai Zhang, Sungyoung Lee
Evaluation of Prompted Annotation of Activity Data Recorded from a Smart Phone. Sensors 14 (9) (2014)
Shuai Zhang, Sally I. McClean, Chris D. Nugent, Mark P. Donnelly, Leo Galway, Bryan W. Scotney, Ian Cleland
A Predictive Model for Assistive Technology Adoption for People With Dementia. IEEE J. Biomed. Health Informatics 18 (1) (2014)
Shuai Zhang, Sally I. McClean, Bryan W. Scotney
Clustering semantically heterogeneous distributed aggregate databases. Knowl. Inf. Syst. 38 (2) (2014)
Timothy Patterson, Sally I. McClean, Patrick M. Langdon, Shuai Zhang, Chris D. Nugent, Ian Cleland
A knowledge-driven approach to predicting technology adoption among Persons with Dementia. EMBC (2014)
Ian Cleland, Chris D. Nugent, Sally I. McClean, Phillip J. Hartin, Chelsea Sanders, Mark P. Donnelly, Shuai Zhang, Bryan W. Scotney, Ken Smith, Maria C. Norton, JoAnn T. Tschanz
Predicting Technology Adoption in People with Dementia; Initial Results from the TAUT Project. IWAAL (2014)
Sonja O'Neill, Sally I. McClean, Mark P. Donnelly, Chris D. Nugent, Leo Galway, Ian Cleland, Shuai Zhang, Terry Young, Bryan W. Scotney, Sarah C. Mason, David Craig
Development of a Technology Adoption and Usage Prediction Tool for Assistive Technology for People with Dementia. Interact. Comput. 26 (2) (2014)
Ian Cleland, Manhyung Han, Chris D. Nugent, Hosung Lee, Shuai Zhang, Sally I. McClean, Sungyoung Lee
Mobile Based Prompted Labeling of Large Scale Activity Data. IWAAL (2013)
Shuai Zhang, Sally I. McClean, Chris D. Nugent, Sonja O'Neill, Mark P. Donnelly, Leo Galway, Bryan W. Scotney, Ian Cleland
Prediction of Assistive Technology Adoption for People with Dementia. HIS (2013)
Shuai Zhang, Sally I. McClean, Bryan W. Scotney
Probabilistic Learning From Incomplete Data for Recognition of Activities of Daily Living in Smart Homes. IEEE Trans. Inf. Technol. Biomed. 16 (3) (2012)
Shuai Zhang, Sally I. McClean, Bryan W. Scotney, Leo Galway, Chris D. Nugent
A framework for context-aware online physiological monitoring. CBMS (2011)
Chris D. Nugent, Leo Galway, Liming Chen, Mark P. Donnelly, Sally I. McClean, Shuai Zhang, Bryan W. Scotney, Gerard Parr
Managing Sensor Data in Ambient Assisted Living. J. Comput. Sci. Eng. 5 (3) (2011)
Leo Galway, Shuai Zhang, Chris D. Nugent, Sally I. McClean, Dewar D. Finlay, Bryan W. Scotney
Utilizing Wearable Sensors to Investigate the Impact of Everyday Activities on Heart Rate. ICOST (2011)
Shuai Zhang, Sally I. McClean, Bryan W. Scotney, Xin Hong, Chris D. Nugent, Maurice D. Mulvenna
An intervention mechanism for assistive living in smart homes. J. Ambient Intell. Smart Environ. 2 (3) (2010)
Shuai Zhang, Sally I. McClean, Bryan W. Scotney, Priyanka Chaurasia, Chris D. Nugent
Using duration to learn activities of daily living in a smart home environment. PervasiveHealth (2010)
Shuai Zhang, Leo Galway, Sally I. McClean, Bryan W. Scotney, Dewar D. Finlay, Chris D. Nugent
Deriving Relationships between Physiological Change and Activities of Daily Living Using Wearable Sensors. S-CUBE (2010)
Priyanka Chaurasia, Bryan W. Scotney, Sally I. McClean, Shuai Zhang, Chris D. Nugent
Incorporating Duration Information in Activity Recognition. KSEM (2010)
Shuai Zhang, Sally I. McClean, Bryan W. Scotney, Xin Hong, Chris D. Nugent, Maurice D. Mulvenna
Decision Support for Alzheimer's Patients in Smart Homes. CBMS (2008)
Shuai Zhang, Sally I. McClean, Bryan W. Scotney
Knowledge Discovery from Semantically Heterogeneous Aggregate Databases Using Model-Based Clustering. BNCOD (2007)
Shuai Zhang, Sally I. McClean, Bryan W. Scotney
Model-based Clustering on Semantically Heterogeneous Distributed Databases on the Internet. AAAI Fall Symposium: Semantic Web for Collaborative Knowledge Acquisition (2006)
Bryan W. Scotney, Sally I. McClean, Shuai Zhang
Interoperability and Integration of Independent Heterogeneous Distributed Databases over the Internet. BNCOD (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shuai Zhang