Qing Zhang

Orcid: 0000-0003-1405-8505

Affiliations:
  • The Australian E-health Research Centre, Brisbane, QLD, Australia
  • University of New south Wales, Sydney, NSW, Australia (PhD 2005)


According to our database1, Qing Zhang authored at least 68 papers between 2002 and 2024.

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Bibliography

2024
Internet of robotic things for independent living: Critical analysis and future directions.
Internet Things, April, 2024

A phrase-based questionnaire-answering approach for automatic initial frailty assessment based on clinical notes.
Comput. Biol. Medicine, March, 2024

2023
Detecting Depression-related Movement Changes in Older Adults using Smart Home Motion Sensors - A Feasibility Study.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

An Unobtrusive Fall Detection System Using Ceiling-mounted Ultra-wideband Radar.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
UMLS-Based Question-Answering Approach for Automatic Initial Frailty Assessment.
Proceedings of the Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, 2022

2021
Home-Based Sleep Sensor Measurements in an Older Australian Population: Before and during a Pandemic.
Sensors, 2021

Predicting Alzheimer's Disease from Spoken and Written Language Using Fusion-Based Stacked Generalization.
J. Biomed. Informatics, 2021

The Significance and Limitations of Monitoring Sleep during Pregnancy.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Association of Longitudinal Sleep and Next-day Indoor Mobility Measured via Passive Sensors among Community-dwelling Older Adults.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Sequence Classification Restricted Boltzmann Machines With Gated Units.
IEEE Trans. Neural Networks Learn. Syst., 2020

Mixed-dependency models for multi-resident activity recognition in smart homes.
Multim. Tools Appl., 2020

On multi-resident activity recognition in ambient smart-homes.
Artif. Intell. Rev., 2020

Predicting Prodromal Dementia Using Linguistic Patterns and Deficits.
IEEE Access, 2020

Pattern-based Fall Prediction using Hospital Clinical Notes.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

2019
A New Layered Architecture for Future Big Data-Driven Smart Homes.
IEEE Access, 2019

Semi-supervised text classification with deep convolutional neural network using feature fusion approach.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

Efficient BLE Fingerprinting through UWB Sensors for Indoor Localization.
Proceedings of the 2019 IEEE SmartWorld, 2019

Immersive Augmented Reality (I Am Real) - Remote Clinical Consultation.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018
Multi-Residential Activity Labelling in Smart Homes with Wearable Tags Using BLE Technology.
Sensors, 2018

Fall detection in smart home environments using UWB sensors and unsupervised change detection.
J. Reliab. Intell. Environ., 2018

On Multi-resident Activity Recognition in Ambient Smart-Homes.
CoRR, 2018

Multi-Resident Activity Monitoring in Smart Homes: A Case Study.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Human Identification via Unsupervised Feature Learning from UWB Radar Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Improving Recurrent Neural Networks with Predictive Propagation for Sequence Labelling.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017
Non-wearable UWB sensor to detect falls in smart home environment.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Dirichlet Process Gaussian Mixture Model for Activity Discovery in Smart Homes with Ambient Sensors.
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017

Predicting food nutrition facts using pocket-size near-infrared sensor.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Energy efficient LoRa GPS tracker for dementia patients.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Shifting multi-hypergraphs via collaborative probabilistic voting.
Knowl. Inf. Syst., 2016

A Fast Framework for Abrupt Change Detection Based on Binary Search Trees and Kolmogorov Statistic.
Comput. Intell. Neurosci., 2016

Multi-resident Location Tracking in Smart Home through Non-wearable Unobtrusive Sensors.
Proceedings of the Inclusive Smart Cities and Digital Health, 2016

Feasibility of unobstrusive ambient sensors for fall detections in home environment.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

How to Save a Life: Could Real-Time Sensor Data Have Saved Mrs Elle?
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015
Indexing Evolving Events from Tweet Streams.
IEEE Trans. Knowl. Data Eng., 2015

Robust Subspace Clustering for Multi-View Data by Exploiting Correlation Consensus.
IEEE Trans. Image Process., 2015

LBMCH: Learning Bridging Mapping for Cross-modal Hashing.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Unsupervised daily routine and activity discovery in smart homes.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Modeling of human movement monitoring using Bluetooth Low Energy technology.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
An Iterative Fusion Approach to Graph-Based Semi-Supervised Learning from Multiple Views.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Shifting Hypergraphs by Probabilistic Voting.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Exploiting Correlation Consensus: Towards Subspace Clustering for Multi-modal Data.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Assisting an Elderly with Early Dementia Using Wireless Sensors Data in Smarter Safer Home.
Proceedings of the Service Science and Knowledge Innovation, 2014

A Fast Method for Abrupt Change Detection from Large-Scale Electrocardiogram (ECG) Time Series.
Proceedings of the Service Science and Knowledge Innovation, 2014

Activity of Daily Living assessment through wireless sensor data.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Multi-Output Regression with Tag Correlation Analysis for Effective Image Tagging.
Proceedings of the Database Systems for Advanced Applications, 2014

2013
Finding the minimum number of elements with sum above a threshold.
Inf. Sci., 2013

Computing Unrestricted Synopses Under Maximum Error Bound.
Algorithmica, 2013

Multi-Manifold Ranking: Using Multiple Features for Better Image Retrieval.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Determination of Activities of Daily Living of independent living older people using environmentally placed sensors.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Skyline probability over uncertain preferences.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Towards metric fusion on multi-view data: a cross-view based graph random walk approach.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
A space and time efficient algorithm for SimRank computation.
World Wide Web, 2012

Stochastic skylines.
ACM Trans. Database Syst., 2012

EEG data compression to monitor DoA in telemedicine.
Proceedings of the Health Informatics: Building a Healthcare Future Through Trusted Information, 2012

2010
Dominating sets in directed graphs.
Inf. Sci., 2010

2009
Unrestricted wavelet synopses under maximum error bound.
Proceedings of the EDBT 2009, 2009

On Multidimensional Wavelet Synopses for Maximum Error Bounds.
Proceedings of the Database Systems for Advanced Applications, 2009

2007
Approximate Processing for Medical Record Linking and Multidatabase Analysis.
Int. J. Heal. Inf. Syst. Informatics, 2007

Error minimization in approximate range aggregates.
Data Knowl. Eng., 2007

Building Data Synopses Within a Known Maximum Error Bound.
Proceedings of the Advances in Data and Web Management, 2007

Selecting Stars: The k Most Representative Skyline Operator.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
Towards multidimensional subspace skyline analysis.
ACM Trans. Database Syst., 2006

Approximate Processing of Massive Continuous Quantile Queries over High-Speed Data Streams.
IEEE Trans. Knowl. Data Eng., 2006

2005
Efficient Computation of the Skyline Cube.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

2004
Clustering Moving Objects for Spatio-temporal Selectivity Estimation.
Proceedings of the Database Technologies 2004, 2004

2003
Error Minimization for Approximate Computation of Range Aggregate.
Proceedings of the Eighth International Conference on Database Systems for Advanced Applications (DASFAA '03), 2003

2002
On Linear-Spline Based Histograms.
Proceedings of the Advances in Web-Age Information Management, 2002

Graph Partition Based Muti-Way Spatial Joins.
Proceedings of the International Database Engineering & Applications Symposium, 2002


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