Model-based Clustering on Semantically Heterogeneous Distributed Databases on the Internet. - Shuai Zhang 001; Sally I. McClean; Bryan W. Scotney (AAAI Fall Symposium: Semantic Web for Collaborative Knowledge Acquisition, 2006)

Interoperability and Integration of Independent Heterogeneous Distributed Databases over the Internet. - Bryan W. Scotney; Sally I. McClean; Shuai Zhang 001 (BNCOD, 2006)

Knowledge Discovery from Semantically Heterogeneous Aggregate Databases Using Model-Based Clustering. - Shuai Zhang 001; Sally I. McClean; Bryan W. Scotney (BNCOD, 2007)

Decision Support for Alzheimer's Patients in Smart Homes. - Shuai Zhang 001; Sally I. McClean; Bryan W. Scotney; Xin Hong; Chris D. Nugent; Maurice D. Mulvenna (CBMS, 2008)

Learning from semantically heterogeneous aggregate data in a distributed environment. - Shuai Zhang 001 (2009)

Incorporating Duration Information in Activity Recognition. - Priyanka Chaurasia; Bryan W. Scotney; Sally I. McClean; Shuai Zhang 001; Chris D. Nugent (KSEM, 2010)

Using duration to learn activities of daily living in a smart home environment. - Shuai Zhang 001; Sally I. McClean; Bryan W. Scotney; Priyanka Chaurasia; Chris D. Nugent (PervasiveHealth, 2010)

Deriving Relationships between Physiological Change and Activities of Daily Living Using Wearable Sensors. - Shuai Zhang 001; Leo Galway; Sally I. McClean; Bryan W. Scotney; Dewar D. Finlay; Chris D. Nugent (S-CUBE, 2010)

An intervention mechanism for assistive living in smart homes. - Shuai Zhang 001; Sally I. McClean; Bryan W. Scotney; Xin Hong; Chris D. Nugent; Maurice D. Mulvenna (J. Ambient Intell. Smart Environ., 2010)

A framework for context-aware online physiological monitoring. - Shuai Zhang 001; Sally I. McClean; Bryan W. Scotney; Leo Galway; Chris D. Nugent (CBMS, 2011)

Utilizing Wearable Sensors to Investigate the Impact of Everyday Activities on Heart Rate. - Leo Galway; Shuai Zhang 001; Chris D. Nugent; Sally I. McClean; Dewar D. Finlay; Bryan W. Scotney (ICOST, 2011)

Managing Sensor Data in Ambient Assisted Living. - Chris D. Nugent; Leo Galway; Liming Chen 001; Mark P. Donnelly; Sally I. McClean; Shuai Zhang 001; Bryan W. Scotney; Gerard Parr (J. Comput. Sci. Eng., 2011)

Probabilistic Learning From Incomplete Data for Recognition of Activities of Daily Living in Smart Homes. - Shuai Zhang 001; Sally I. McClean; Bryan W. Scotney (IEEE Trans. Inf. Technol. Biomed., 2012)

Prediction of Assistive Technology Adoption for People with Dementia. - Shuai Zhang 001; Sally I. McClean; Chris D. Nugent; Sonja O'Neill; Mark P. Donnelly; Leo Galway; Bryan W. Scotney; Ian Cleland (HIS, 2013)

Mobile Based Prompted Labeling of Large Scale Activity Data. - Ian Cleland; Manhyung Han; Chris D. Nugent; Hosung Lee; Shuai Zhang 001; Sally I. McClean; Sungyoung Lee 001 (IWAAL, 2013)

A knowledge-driven approach to predicting technology adoption among Persons with Dementia. - Timothy Patterson; Sally I. McClean; Patrick M. Langdon; Shuai Zhang 001; Chris D. Nugent; Ian Cleland (EMBC, 2014)

Predicting Technology Adoption in People with Dementia; Initial Results from the TAUT Project. - Ian Cleland; Chris D. Nugent; Sally I. McClean; Phillip J. Hartin; Chelsea Sanders; Mark P. Donnelly; Shuai Zhang 001; Bryan W. Scotney; Ken Smith; Maria C. Norton; JoAnn T. Tschanz (IWAAL, 2014)

Online Change Detection for Timely Solicitation of User Interaction. - Timothy Patterson; Sally I. McClean; Chris D. Nugent; Shuai Zhang 001; Leo Galway; Ian Cleland (UCAmI, 2014)

Development of a Technology Adoption and Usage Prediction Tool for Assistive Technology for People with Dementia. - Sonja O'Neill; Sally I. McClean; Mark P. Donnelly; Chris D. Nugent; Leo Galway; Ian Cleland; Shuai Zhang 001; Terry Young; Bryan W. Scotney; Sarah C. Mason; David Craig (Interact. Comput., 2014)

Clustering semantically heterogeneous distributed aggregate databases. - Shuai Zhang 001; Sally I. McClean; Bryan W. Scotney (Knowl. Inf. Syst., 2014)

Evaluation of Prompted Annotation of Activity Data Recorded from a Smart Phone. - Ian Cleland; Manhyung Han; Chris D. Nugent; Hosung Lee; Sally I. McClean; Shuai Zhang 001; Sungyoung Lee 001 (Sensors, 2014)

A Predictive Model for Assistive Technology Adoption for People With Dementia. - Shuai Zhang 001; Sally I. McClean; Chris D. Nugent; Mark P. Donnelly; Leo Galway; Bryan W. Scotney; Ian Cleland (IEEE J. Biomed. Health Informatics, 2014)

Parameter Optimization for Online Change Detection in Activity Monitoring Using Multivariate Exponentially Weighted Moving Average (MEWMA). - Naveed Khan; Sally I. McClean; Shuai Zhang 001; Chris D. Nugent (UCAmI, 2015)

Using Genetic Algorithms for Optimal Change Point Detection in Activity Monitoring. - Naveed Khan; Sally I. McClean; Shuai Zhang 001; Chris D. Nugent (CBMS, 2016)

Technology adoption and prediction tools for everyday technologies aimed at people with dementia. - Priyanka Chaurasia; Sally I. McClean; Chris D. Nugent; Ian Cleland; Shuai Zhang 001; Mark P. Donnelly; Bryan W. Scotney; Chelsea Sanders; Ken Smith; Maria C. Norton; JoAnn T. Tschanz (EMBC, 2016)

Environment Simulation for the Promotion of the Open Data Initiative. - Jonathan Synnott; Chris D. Nugent; Shuai Zhang 001; Alberto Calzada; Ian Cleland; Macarena Espinilla; Javier Medina Quero; Jens Lundström (SMARTCOMP, 2016)

Impact of Medical History on Technology Adoption in Utah Population Database. - Priyanka Chaurasia; Sally I. McClean; Chris D. Nugent; Ian Cleland; Shuai Zhang 001; Mark P. Donnelly; Bryan W. Scotney; Chelsea Sanders; Ken Smith; Maria C. Norton; JoAnn T. Tschanz (UCAmI (2), 2016)

Change Point Detection Using Multivariate Exponentially Weighted Moving Average (MEWMA) for Optimal Parameter in Online Activity Monitoring. - Naveed Khan; Sally I. McClean; Shuai Zhang 001; Chris D. Nugent (UCAmI (1), 2016)

Improving the Quality of User Generated Data Sets for Activity Recognition. - Chris D. Nugent; Jonathan Synnott; Celeste Gabrielli; Shuai Zhang 001; Macarena Espinilla; Alberto Calzada; Jens Lundström; Ian Cleland; Kåre Synnes; Josef Hallberg; Susanna Spinsante; Miguel Angel Ortiz Barrios (UCAmI (2), 2016)

Modelling assistive technology adoption for people with dementia. - Priyanka Chaurasia; Sally I. McClean; Chris D. Nugent; Ian Cleland; Shuai Zhang 001; Mark P. Donnelly; Bryan W. Scotney; Chelsea Sanders; Ken Smith; Maria C. Norton; JoAnn T. Tschanz (J. Biomed. Informatics, 2016)

Optimal Parameter Exploration for Online Change-Point Detection in Activity Monitoring Using Genetic Algorithms. - Naveed Khan; Sally I. McClean; Shuai Zhang 001; Chris D. Nugent (Sensors, 2016)

Human Activity Recognition Using Radial Basis Function Neural Network Trained via a Minimization of Localized Generalization Error. - Shuai Zhang 001; Wing W. Y. Ng; Jianjun Zhang 004; Chris D. Nugent (UCAmI, 2017)

Sensor-Based Change Detection for Timely Solicitation of User Engagement. - Timothy Patterson; Naveed Khan; Sally I. McClean; Chris D. Nugent; Shuai Zhang 001; Ian Cleland; Qin Ni (IEEE Trans. Mob. Comput., 2017)

Transfer Learning and Data Fusion Approach to Recognize Activities of Daily Life. - Netzahualcóyotl Hernández; Muhammad Asif Razzaq; Chris D. Nugent; Ian R. McChesney; Shuai Zhang 001 (PervasiveHealth, 2018)

Portal Design for the Open Data Initiative: A Preliminary Study. - Netzahualcóyotl Hernández; Ian R. McChesney; Joseph Rafferty; Chris D. Nugent; Jonathan Synnott; Shuai Zhang 001 (UCAmI, 2018)

Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows. - Javier Medina Quero; Claire Orr; Shuai Zhang 001; Chris D. Nugent; Alberto Salguero; Macarena Espinilla (UCAmI, 2018)

Ensemble classifier of long short-term memory with fuzzy temporal windows on binary sensors for activity recognition. - Javier Medina Quero; Shuai Zhang 001; Chris D. Nugent; Macarena Espinilla (Expert Syst. Appl., 2018)

Ambient Assisted Living for Improvement of Health and Quality of Life - A Special Issue of the Journal of Informatics. - Shuai Zhang 001; Chris D. Nugent; Jens Lundström; Min Sheng (Informatics, 2018)

Undersampling Near Decision Boundary for Imbalance Problems. - Jianjun Zhang 004; Ting Wang 015; Wing W. Y. Ng; Shuai Zhang 001; Chris D. Nugent (ICMLC, 2019)

Preliminary evaluation of a self-management health app by people with cognitive impairment. - Netzahualcóyotl Hernández; Federico Cruciani; Jesús Favela; Ian R. McChesney; Shuai Zhang 001; Chris D. Nugent; Ian Cleland (PerCom Workshops, 2019)

Using Eye Tracking to Gain Insight into TV Customer Experience by Markov Modelling. - Zhi Chen 018; Shuai Zhang 001; Sally I. McClean; Gaye Lightbody; Michael Milliken; Ian Kegel; Aygul Garifullina (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

A Public Domain Dataset for Human Activity Recognition in Free-Living Conditions. - Federico Cruciani; Chen Sun; Shuai Zhang 001; Chris D. Nugent; Chunping Li; Shaoxu Song; Cheng Cheng; Ian Cleland; Paul J. McCullagh (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Impact Analysis of Erroneous Data on IoT Reliability. - Samuel J. Moore; Chris D. Nugent; Ian Cleland; Shuai Zhang 001 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Adoption of the activation function fusion approach to identify human activity recognition in a semi-supervised neural network. - Netzahualcóyotl Hernández; Chris D. Nugent; Ian R. McChesney; Shuai Zhang 001; Jesús Favela (EAI Endorsed Trans. Pervasive Health Technol., 2019)

Minority Oversampling Using Sensitivity. - Jianjun Zhang 004; Ting Wang 015; Wing W. Y. Ng; Witold Pedrycz; Shuai Zhang 001; Chris D. Nugent (IJCNN, 2020)

A Markov Model to Detect Sensor Failure in IoT Environments. - Samuel J. Moore; Chris D. Nugent; Shuai Zhang 001; Ian Cleland; Sadiq Sani; Alex Healing (SERVICES, 2020)

IoT reliability: a review leading to 5 key research directions. - Samuel J. Moore; Chris D. Nugent; Shuai Zhang 001; Ian Cleland (CCF Trans. Pervasive Comput. Interact., 2020)

Dose Regulation Model of Norepinephrine Based on LSTM Network and Clustering Analysis in Sepsis. - Jingming Liu; Minghui Gong; Wei Guo; Chunping Li; Hui Wang 001; Shuai Zhang 001; Christopher Nugent (Int. J. Comput. Intell. Syst., 2020)

Neural Network Ensembles for Sensor-Based Human Activity Recognition Within Smart Environments. - Naomi Irvine; Chris D. Nugent; Shuai Zhang 001; Hui Wang 001; Wing W. Y. Ng (Sensors, 2020)

Radial Basis Function Neural Network with Localized Stochastic-Sensitive Autoencoder for Home-Based Activity Recognition. - Wing W. Y. Ng; Shichao Xu; Ting Wang 015; Shuai Zhang 001; Chris D. Nugent (Sensors, 2020)

Sequence Mining TV Viewing Data Using Embedded Markov Modelling. - Zhi Chen 018; Shuai Zhang 001; Sally I. McClean; Brahim Allan; Ian Kegel (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI, 2021)

Profiling Television Watching Behavior Using Bayesian Hierarchical Joint Models for Time-to-Event and Count Data. - Rafael de Andrade Moral; Zhi Chen 018; Shuai Zhang 001; Sally I. McClean; Gabriel R. Palma; Brahim Allan; Ian Kegel (IEEE Access, 2022)

Towards automatic placement of media objects in a personalised TV experience. - Brahim Allan; Ian Kegel; Sri Harish Kalidass; Andriy Kharechko; Michael Milliken; Sally I. McClean; Bryan W. Scotney; Shuai Zhang 001 (Multim. Syst., 2022)

Modelling mobile-based technology adoption among people with dementia. - Priyanka Chaurasia; Sally I. McClean; Chris D. Nugent; Ian Cleland; Shuai Zhang 001; Mark P. Donnelly; Bryan W. Scotney; Chelsea Sanders; Ken Smith; Maria C. Norton; JoAnn T. Tschanz (Pers. Ubiquitous Comput., 2022)

A Deep Clustering via Automatic Feature Embedded Learning for Human Activity Recognition. - Ting Wang 015; Wing W. Y. Ng; Jinde Li; Qiuxia Wu; Shuai Zhang 001; Chris D. Nugent; Colin Shewell (IEEE Trans. Circuits Syst. Video Technol., 2022)

Automatic Assessment of the Type and Intensity of Agitated Hand Movements. - Fiona Marshall; Shuai Zhang 001; Bryan W. Scotney (J. Heal. Informatics Res., 2022)

Eye Gaze Analysis Towards an AI System for Dynamic Content Layout. - Michael Milliken; Andriy Kharechko; Ian Kegel; Brahim Allan; Shuai Zhang 001; Sally I. McClean (ICIAP Workshops (1), 2023)

Evaluation of radial basis function neural network minimizing L-GEM for sensor-based activity recognition. - Shuai Zhang 001; Wing W. Y. Ng; Jianjun Zhang 004; Chris D. Nugent; Naomi Irvine; Ting Wang 015 (J. Ambient Intell. Humaniz. Comput., 2023)

Process Mining IPTV Customer Eye Gaze Movement Using Discrete-Time Markov Chains. - Zhi Chen 018; Shuai Zhang 001; Sally I. McClean; Fionnuala Hart; Michael Milliken; Brahim Allan; Ian Kegel (Algorithms, 2023)

Deep learning for network intrusion: A hierarchical approach to reduce false alarms. - Samuel J. Moore; Federico Cruciani; Chris D. Nugent; Shuai Zhang 001; Ian Cleland; Sadiq Sani (Intell. Syst. Appl., 2023)

Performance evaluation of multivariate statistical techniques using edge-enabled optimisation for change detection in activity monitoring. - Naveed Khan; Sally I. McClean; Shuai Zhang 001; Chris D. Nugent (J. Cloud Comput., 2023)

Multi-Scale Temporal Relations and Segmented Channel Attention for Video Anomaly Detection. - Yi Sun; Xiushan Nie; Bryan W. Scotney; Shuai Zhang 001; Xingbo Liu (IJCNN, 2024)

GSAformer: Group sparse attention transformer for functional brain network analysis. - Lina Zhou; Xiao Jiang; Mengxue Pang; Jinshan Zhang 004; Shuai Zhang 001; Chris D. Nugent; Lishan Qiao (Neural Networks, 2025)