Shuai Zhang

J. Heal. Informatics Res., December, 2022

A Deep Clustering via Automatic Feature Embedded Learning for Human Activity Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Modelling mobile-based technology adoption among people with dementia.

[BibT_eX]

[DOI]

Pers. Ubiquitous Comput., 2022

Towards automatic placement of media objects in a personalised TV experience.

[BibT_eX]

[DOI]

Multim. Syst., 2022

Profiling Television Watching Behavior Using Bayesian Hierarchical Joint Models for Time-to-Event and Count Data.

[BibT_eX]

[DOI]

Rafael de Andrade Moral

IEEE Access, 2022

2021

Sequence Mining TV Viewing Data Using Embedded Markov Modelling.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE SmartWorld, 2021

2020

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

[BibT_eX]

[DOI]

Sensors, 2020

Neural Network Ensembles for Sensor-Based Human Activity Recognition Within Smart Environments.

[BibT_eX]

[DOI]

Sensors, 2020

Dose Regulation Model of Norepinephrine Based on LSTM Network and Clustering Analysis in Sepsis.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2020

IoT reliability: a review leading to 5 key research directions.

[BibT_eX]

[DOI]

CCF Trans. Pervasive Comput. Interact., 2020

A Markov Model to Detect Sensor Failure in IoT Environments.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE World Congress on Services, 2020

Minority Oversampling Using Sensitivity.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Adoption of the activation function fusion approach to identify human activity recognition in a semi-supervised neural network.

[BibT_eX]

[DOI]

EAI Endorsed Trans. Pervasive Health Technol., 2019

Impact Analysis of Erroneous Data on IoT Reliability.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE SmartWorld, 2019

A Public Domain Dataset for Human Activity Recognition in Free-Living Conditions.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE SmartWorld, 2019

Using Eye Tracking to Gain Insight into TV Customer Experience by Markov Modelling.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE SmartWorld, 2019

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Undersampling Near Decision Boundary for Imbalance Problems.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Machine Learning and Cybernetics, 2019

2018

Ambient Assisted Living for Improvement of Health and Quality of Life - A Special Issue of the Journal of <i>Informatics</i>.

[BibT_eX]

[DOI]

Informatics, 2018

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

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018

Portal Design for the Open Data Initiative: A Preliminary Study.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018

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

[BibT_eX]

[DOI]

Miguel Angel Ortiz Barrios

Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2018

2017

Sensor-Based Change Detection for Timely Solicitation of User Engagement.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2017

Human Activity Recognition Using Radial Basis Function Neural Network Trained via a Minimization of Localized Generalization Error.

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017

2016

Optimal Parameter Exploration for Online Change-Point Detection in Activity Monitoring Using Genetic Algorithms.

[BibT_eX]

[DOI]

Sensors, 2016

Modelling assistive technology adoption for people with dementia.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2016

Improving the Quality of User Generated Data Sets for Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

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

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

Impact of Medical History on Technology Adoption in Utah Population Database.

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

Environment Simulation for the Promotion of the Open Data Initiative.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

Technology adoption and prediction tools for everyday technologies aimed at people with dementia.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Using Genetic Algorithms for Optimal Change Point Detection in Activity Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016

2015

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

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information, 2015

2014

A Predictive Model for Assistive Technology Adoption for People With Dementia.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2014

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

[BibT_eX]

[DOI]

Sensors, 2014

Clustering semantically heterogeneous distributed aggregate databases.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2014

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

[BibT_eX]

[DOI]

Interact. Comput., 2014

Online Change Detection for Timely Solicitation of User Interaction.

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services, 2014

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

[BibT_eX]

[DOI]

Proceedings of the Ambient Assisted Living and Daily Activities, 2014

A knowledge-driven approach to predicting technology adoption among Persons with Dementia.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Mobile Based Prompted Labeling of Large Scale Activity Data.

[BibT_eX]

[DOI]

Proceedings of the Ambient Assisted Living and Active Aging, 2013

Prediction of Assistive Technology Adoption for People with Dementia.

[BibT_eX]

[DOI]

Proceedings of the Health Information Science - Second International Conference, 2013

2012

Probabilistic Learning From Incomplete Data for Recognition of Activities of Daily Living in Smart Homes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2012

2011

Managing Sensor Data in Ambient Assisted Living.

[BibT_eX]

[DOI]

J. Comput. Sci. Eng., 2011

Utilizing Wearable Sensors to Investigate the Impact of Everyday Activities on Heart Rate.

[BibT_eX]

[DOI]

Proceedings of the Toward Useful Services for Elderly and People with Disabilities, 2011

A framework for context-aware online physiological monitoring.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

2010

An intervention mechanism for assistive living in smart homes.

[BibT_eX]

[DOI]

J. Ambient Intell. Smart Environ., 2010

Deriving Relationships between Physiological Change and Activities of Daily Living Using Wearable Sensors.

[BibT_eX]

[DOI]

Proceedings of the Sensor Systems and Software - Second International ICST Conference, 2010

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

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Pervasive Computing Technologies for Healthcare, 2010

Incorporating Duration Information in Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, 2010

2009

Learning from semantically heterogeneous aggregate data in a distributed environment.

[BibT_eX]

[DOI]

PhD thesis, 2009

2008

Decision Support for Alzheimer's Patients in Smart Homes.

[BibT_eX]

[DOI]

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007

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

[BibT_eX]

[DOI]

Proceedings of the Data Management. Data, 2007

2006

Interoperability and Integration of Independent Heterogeneous Distributed Databases over the Internet.

[BibT_eX]

[DOI]

Proceedings of the Flexible and Efficient Information Handling, 2006

Model-based Clustering on Semantically Heterogeneous Distributed Databases on the Internet.

[BibT_eX]

[DOI]