Shuai Zhang

65 papers B 7C 3Misc 1Journal 28Unranked 25
YearRankTypeTitle / Venue / Authors
2025 — conf
BrainGACCL: Brain Graph Adaptive Co-contrastive Learning with Universum Samples for fMRI-Based Brain Disease Detection.
ICONIP (3)
Yaru Li, Guangyu Wang, Xiaochuan Wang, Junze Wang, Xiaoming Xi, Shuai Zhang, Limei Zhang, Lishan Qiao, Mingxia Liu
2025 J jnl
GSAformer: Group sparse attention transformer for functional brain network analysis.
Neural Networks
Lina Zhou, Xiao Jiang, Mengxue Pang, Jinshan Zhang, Shuai Zhang, Chris D. Nugent, Lishan Qiao
2025 J jnl
Miniformer: A Minimalist Transformer for Brain Functional Networks Analysis.
IEEE J. Biomed. Health Informatics
Yaru Li, Jun Yang, Mengxue Pang, Shuai Zhang, Chris D. Nugent, Mingxia Liu, Lishan Qiao
2024 B conf
Multi-Scale Temporal Relations and Segmented Channel Attention for Video Anomaly Detection.
IJCNN
Yi Sun, Xiushan Nie, Bryan W. Scotney, Shuai Zhang, Xingbo Liu
2023 J jnl
Deep learning for network intrusion: A hierarchical approach to reduce false alarms.
Intell. Syst. Appl.
Samuel J. Moore, Federico Cruciani, Chris D. Nugent, Shuai Zhang, Ian Cleland, Sadiq Sani
2023 J jnl
Evaluation of radial basis function neural network minimizing L-GEM for sensor-based activity recognition.
J. Ambient Intell. Humaniz. Comput.
Shuai Zhang, Wing W. Y. Ng, Jianjun Zhang, Chris D. Nugent, Naomi Irvine, Ting Wang
2023 — conf
Eye Gaze Analysis Towards an AI System for Dynamic Content Layout.
ICIAP Workshops (1)
Michael Milliken, Andriy Kharechko, Ian Kegel, Brahim Allan, Shuai Zhang, Sally I. McClean
2023 J jnl
Performance evaluation of multivariate statistical techniques using edge-enabled optimisation for change detection in activity monitoring.
J. Cloud Comput.
Naveed Khan, Sally I. McClean, Shuai Zhang, Chris D. Nugent
2023 J jnl
Process Mining IPTV Customer Eye Gaze Movement Using Discrete-Time Markov Chains.
Algorithms
Zhi Chen, Shuai Zhang, Sally I. McClean, Fionnuala Hart, Michael Milliken, Brahim Allan, Ian Kegel
2022 J jnl
A Deep Clustering via Automatic Feature Embedded Learning for Human Activity Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Ting Wang, Wing W. Y. Ng, Jinde Li, Qiuxia Wu, Shuai Zhang, Chris D. Nugent, Colin Shewell
2022 J jnl
Automatic Assessment of the Type and Intensity of Agitated Hand Movements.
J. Heal. Informatics Res.
Fiona Marshall, Shuai Zhang, Bryan W. Scotney
2022 J jnl
Modelling mobile-based technology adoption among people with dementia.
Pers. Ubiquitous Comput.
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
2022 J jnl
Profiling Television Watching Behavior Using Bayesian Hierarchical Joint Models for Time-to-Event and Count Data.
IEEE Access
Rafael de Andrade Moral, Zhi Chen, Shuai Zhang, Sally I. McClean, Gabriel R. Palma, Brahim Allan, Ian Kegel
2022 J jnl
Towards automatic placement of media objects in a personalised TV experience.
Multim. Syst.
Brahim Allan, Ian Kegel, Sri Harish Kalidass, Andriy Kharechko, Michael Milliken, Sally I. McClean, Bryan W. Scotney, Shuai Zhang
2021 — conf
Sequence Mining TV Viewing Data Using Embedded Markov Modelling.
SmartWorld/SCALCOM/UIC/ATC/IOP/SCI
Zhi Chen, Shuai Zhang, Sally I. McClean, Brahim Allan, Ian Kegel
2020 B conf
A Markov Model to Detect Sensor Failure in IoT Environments.
SERVICES
Samuel J. Moore, Chris D. Nugent, Shuai Zhang, Ian Cleland, Sadiq Sani, Alex Healing
2020 J jnl
Dose Regulation Model of Norepinephrine Based on LSTM Network and Clustering Analysis in Sepsis.
Int. J. Comput. Intell. Syst.
Jingming Liu, Minghui Gong, Wei Guo, Chunping Li, Hui Wang, Shuai Zhang, Christopher Nugent
2020 J jnl
IoT reliability: a review leading to 5 key research directions.
CCF Trans. Pervasive Comput. Interact.
Samuel J. Moore, Chris D. Nugent, Shuai Zhang, Ian Cleland
2020 B conf
Minority Oversampling Using Sensitivity.
IJCNN
Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Witold Pedrycz, Shuai Zhang, Chris D. Nugent
2020 J jnl
Neural Network Ensembles for Sensor-Based Human Activity Recognition Within Smart Environments.
Sensors
Naomi Irvine, Chris D. Nugent, Shuai Zhang, Hui Wang, Wing W. Y. Ng
2020 J jnl
Radial Basis Function Neural Network with Localized Stochastic-Sensitive Autoencoder for Home-Based Activity Recognition.
Sensors
Wing W. Y. Ng, Shichao Xu, Ting Wang, Shuai Zhang, Chris D. Nugent
2019 — conf
A Public Domain Dataset for Human Activity Recognition in Free-Living Conditions.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Federico Cruciani, Chen Sun, Shuai Zhang, Chris D. Nugent, Chunping Li, Shaoxu Song, Cheng Cheng, Ian Cleland, Paul J. McCullagh
2019 J jnl
Adoption of the activation function fusion approach to identify human activity recognition in a semi-supervised neural network.
EAI Endorsed Trans. Pervasive Health Technol.
Netzahualcóyotl Hernández, Chris D. Nugent, Ian R. McChesney, Shuai Zhang, Jesús Favela
2019 — conf
Impact Analysis of Erroneous Data on IoT Reliability.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Samuel J. Moore, Chris D. Nugent, Ian Cleland, Shuai Zhang
2019 — conf
Preliminary evaluation of a self-management health app by people with cognitive impairment.
PerCom Workshops
Netzahualcóyotl Hernández, Federico Cruciani, Jesús Favela, Ian R. McChesney, Shuai Zhang, Chris D. Nugent, Ian Cleland
2019 Misc conf
Undersampling Near Decision Boundary for Imbalance Problems.
ICMLC
Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Shuai Zhang, Chris D. Nugent
2019 — conf
Using Eye Tracking to Gain Insight into TV Customer Experience by Markov Modelling.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Zhi Chen, Shuai Zhang, Sally I. McClean, Gaye Lightbody, Michael Milliken, Ian Kegel, Aygul Garifullina
2018 J jnl
Ambient Assisted Living for Improvement of Health and Quality of Life - A Special Issue of the Journal of
Informatics
Shuai Zhang, Chris D. Nugent, Jens Lundström, Min Sheng
2018 J jnl
Ensemble classifier of long short-term memory with fuzzy temporal windows on binary sensors for activity recognition.
Expert Syst. Appl.
Javier Medina Quero, Shuai Zhang, Chris D. Nugent, Macarena Espinilla
2018 — conf
Portal Design for the Open Data Initiative: A Preliminary Study.
UCAmI
Netzahualcóyotl Hernández, Ian R. McChesney, Joseph Rafferty, Chris D. Nugent, Jonathan Synnott, Shuai Zhang
2018 — conf
Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows.
UCAmI
Javier Medina Quero, Claire Orr, Shuai Zhang, Chris D. Nugent, Alberto Salguero, Macarena Espinilla
2018 — conf
Transfer Learning and Data Fusion Approach to Recognize Activities of Daily Life.
PervasiveHealth
Netzahualcóyotl Hernández, Muhammad Asif Razzaq, Chris D. Nugent, Ian R. McChesney, Shuai Zhang
2017 — conf
Human Activity Recognition Using Radial Basis Function Neural Network Trained via a Minimization of Localized Generalization Error.
UCAmI
Shuai Zhang, Wing W. Y. Ng, Jianjun Zhang, Chris D. Nugent
2017 J jnl
Sensor-Based Change Detection for Timely Solicitation of User Engagement.
IEEE Trans. Mob. Comput.
Timothy Patterson, Naveed Khan, Sally I. McClean, Chris D. Nugent, Shuai Zhang, Ian Cleland, Qin Ni
2016 — conf
Change Point Detection Using Multivariate Exponentially Weighted Moving Average (MEWMA) for Optimal Parameter in Online Activity Monitoring.
UCAmI (1)
Naveed Khan, Sally I. McClean, Shuai Zhang, Chris D. Nugent
2016 B conf
Environment Simulation for the Promotion of the Open Data Initiative.
SMARTCOMP
Jonathan Synnott, Chris D. Nugent, Shuai Zhang, Alberto Calzada, Ian Cleland, Macarena Espinilla, Javier Medina Quero, Jens Lundström
2016 — conf
Impact of Medical History on Technology Adoption in Utah Population Database.
UCAmI (2)
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
2016 — conf
Improving the Quality of User Generated Data Sets for Activity Recognition.
UCAmI (2)
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
2016 J jnl
Modelling assistive technology adoption for people with dementia.
J. Biomed. Informatics
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
2016 J jnl
Optimal Parameter Exploration for Online Change-Point Detection in Activity Monitoring Using Genetic Algorithms.
Sensors
Naveed Khan, Sally I. McClean, Shuai Zhang, Chris D. Nugent
2016 — conf
Technology adoption and prediction tools for everyday technologies aimed at people with dementia.
EMBC
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
2016 B conf
Using Genetic Algorithms for Optimal Change Point Detection in Activity Monitoring.
CBMS
Naveed Khan, Sally I. McClean, Shuai Zhang, Chris D. Nugent
2015 — conf
Parameter Optimization for Online Change Detection in Activity Monitoring Using Multivariate Exponentially Weighted Moving Average (MEWMA).
UCAmI
Naveed Khan, Sally I. McClean, Shuai Zhang, Chris D. Nugent
2014 J jnl
A Predictive Model for Assistive Technology Adoption for People With Dementia.
IEEE J. Biomed. Health Informatics
Shuai Zhang, Sally I. McClean, Chris D. Nugent, Mark P. Donnelly, Leo Galway, Bryan W. Scotney, Ian Cleland
2014 — conf
A knowledge-driven approach to predicting technology adoption among Persons with Dementia.
EMBC
Timothy Patterson, Sally I. McClean, Patrick M. Langdon, Shuai Zhang, Chris D. Nugent, Ian Cleland
2014 J jnl
Clustering semantically heterogeneous distributed aggregate databases.
Knowl. Inf. Syst.
Shuai Zhang, Sally I. McClean, Bryan W. Scotney
2014 J jnl
Development of a Technology Adoption and Usage Prediction Tool for Assistive Technology for People with Dementia.
Interact. Comput.
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
2014 J jnl
Evaluation of Prompted Annotation of Activity Data Recorded from a Smart Phone.
Sensors
Ian Cleland, Manhyung Han, Chris D. Nugent, Hosung Lee, Sally I. McClean, Shuai Zhang, Sungyoung Lee
2014 — conf
Online Change Detection for Timely Solicitation of User Interaction.
UCAmI
Timothy Patterson, Sally I. McClean, Chris D. Nugent, Shuai Zhang, Leo Galway, Ian Cleland
2014 — conf
Predicting Technology Adoption in People with Dementia; Initial Results from the TAUT Project.
IWAAL
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
2013 — conf
Mobile Based Prompted Labeling of Large Scale Activity Data.
IWAAL
Ian Cleland, Manhyung Han, Chris D. Nugent, Hosung Lee, Shuai Zhang, Sally I. McClean, Sungyoung Lee
2013 C conf
Prediction of Assistive Technology Adoption for People with Dementia.
HIS
Shuai Zhang, Sally I. McClean, Chris D. Nugent, Sonja O'Neill, Mark P. Donnelly, Leo Galway, Bryan W. Scotney, Ian Cleland
2012 J jnl
Probabilistic Learning From Incomplete Data for Recognition of Activities of Daily Living in Smart Homes.
IEEE Trans. Inf. Technol. Biomed.
Shuai Zhang, Sally I. McClean, Bryan W. Scotney
2011 B conf
A framework for context-aware online physiological monitoring.
CBMS
Shuai Zhang, Sally I. McClean, Bryan W. Scotney, Leo Galway, Chris D. Nugent
2011 J jnl
Managing Sensor Data in Ambient Assisted Living.
J. Comput. Sci. Eng.
Chris D. Nugent, Leo Galway, Liming Chen, Mark P. Donnelly, Sally I. McClean, Shuai Zhang, Bryan W. Scotney, Gerard Parr
2011 C conf
Utilizing Wearable Sensors to Investigate the Impact of Everyday Activities on Heart Rate.
ICOST
Leo Galway, Shuai Zhang, Chris D. Nugent, Sally I. McClean, Dewar D. Finlay, Bryan W. Scotney
2010 J jnl
An intervention mechanism for assistive living in smart homes.
J. Ambient Intell. Smart Environ.
Shuai Zhang, Sally I. McClean, Bryan W. Scotney, Xin Hong, Chris D. Nugent, Maurice D. Mulvenna
2010 — conf
Deriving Relationships between Physiological Change and Activities of Daily Living Using Wearable Sensors.
S-CUBE
Shuai Zhang, Leo Galway, Sally I. McClean, Bryan W. Scotney, Dewar D. Finlay, Chris D. Nugent
2010 C conf
Incorporating Duration Information in Activity Recognition.
KSEM
Priyanka Chaurasia, Bryan W. Scotney, Sally I. McClean, Shuai Zhang, Chris D. Nugent
2010 — conf
Using duration to learn activities of daily living in a smart home environment.
PervasiveHealth
Shuai Zhang, Sally I. McClean, Bryan W. Scotney, Priyanka Chaurasia, Chris D. Nugent
2009 — —
Learning from semantically heterogeneous aggregate data in a distributed environment.
Shuai Zhang
2008 B conf
Decision Support for Alzheimer's Patients in Smart Homes.
CBMS
Shuai Zhang, Sally I. McClean, Bryan W. Scotney, Xin Hong, Chris D. Nugent, Maurice D. Mulvenna
2007 — conf
Knowledge Discovery from Semantically Heterogeneous Aggregate Databases Using Model-Based Clustering.
BNCOD
Shuai Zhang, Sally I. McClean, Bryan W. Scotney
2006 — conf
Interoperability and Integration of Independent Heterogeneous Distributed Databases over the Internet.
BNCOD
Bryan W. Scotney, Sally I. McClean, Shuai Zhang
2006 — conf
Model-based Clustering on Semantically Heterogeneous Distributed Databases on the Internet.
AAAI Fall Symposium: Semantic Web for Collaborative Knowledge Acquisition
Shuai Zhang, Sally I. McClean, Bryan W. Scotney