Huiru Zheng

According to our database1, Huiru Zheng authored at least 159 papers between 2004 and 2019.

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2019
A Comprehensive Study on Predicting Functional Role of Metagenomes Using Machine Learning Methods.
IEEE/ACM Trans. Comput. Biology Bioinform., 2019

Community effort endorsing multiscale modelling, multiscale data science and multiscale computing for systems medicine.
Briefings in Bioinformatics, 2019

A Virtual Reality Training Tool to Improve Weight-Related Communication Across Healthcare Settings.
Proceedings of the 31st European Conference on Cognitive Ergonomics, 2019

Usability testing of a healthcare chatbot: Can we use conventional methods to assess conversational user interfaces?
Proceedings of the 31st European Conference on Cognitive Ergonomics, 2019

Digital Empathy Secures Frankenstein's Monster.
Proceedings of the 5th Collaborative European Research Conference (CERC 2019), 2019

2018
Investigating the impact human protein-protein interaction networks have on disease-gene analysis.
Int. J. Machine Learning & Cybernetics, 2018

Three-Dimensional Dynamic Simulation System for Forest Surface Fire Spreading Prediction.
IJPRAI, 2018

CASNMF: A Converged Algorithm for symmetrical nonnegative matrix factorization.
Neurocomputing, 2018

Combining deep residual neural network features with supervised machine learning algorithms to classify diverse food image datasets.
Comp. in Bio. and Med., 2018

Flow Simulation on Multilayer Networks: a New Approach to Community Detection in Complex Systems.
Proceedings of the 14th International Conference on Natural Computation, 2018

A Multi Agent Approach to Facilitate the Identification of Interleaved Activities.
Proceedings of the 2018 International Conference on Digital Health, 2018

Multiscale Computing in Systems Medicine: a Brief Reflection.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

An Integrative Framework for Functional Analysis of Cattle Rumen Microbiomes.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

PAAM-ML: A novel Phylogeny and Abundance aware Machine Learning Modelling Approach for Microbiome Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Correlation Model Analysis of Nitrogen Addition and Tan Sheep Grazing Effects on Soil Bacterial Community in the Loess Plateau, China.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

RADAR: Representation Learning across Disease Information Networks for Similar Disease Detection.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

eZiGait: Toward an AI Gait Analysis And Sssistant System.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Phylogeny-Aware Deep 1-Dimensional Convolutional Neural Network for the Classification of Metagenomes.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

A Machine Learning Emotion Detection Platform to Support Affective Well Being.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

SenseCare: Using Automatic Emotional Analysis to Provide Effective Tools for Supporting.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Bootstrapping analysis of crowdsourced non-expert estimates of the number of calories in photographs of meals.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Situation Awareness Inferred From Posture Transition and Location: Derived From Smartphone and Smart home Sensors.
IEEE Trans. Human-Machine Systems, 2017

Analysis of Organization of the Interactome Using Dominating Sets: A Case Study on Cell Cycle Interaction Networks.
IEEE/ACM Trans. Comput. Biology Bioinform., 2017

A Novel Energy-Efficient Approach for Human Activity Recognition.
Sensors, 2017

A smart-phone based hand-held indoor tracking system.
Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

Research on multiple gait and 3D indoor positioning system.
Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

An Integrative Approach for the Functional Analysis of Metagenomic Studies.
Proceedings of the Intelligent Computing Theories and Application, 2017

Microbial abundance analysis and phylogenetic adoption in functional metagenomics.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2017

Microbial co-presence and mutual-exclusion networks in the Bovine rumen microbiome.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

A metagenomics analysis of rumen microbiome.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Participatory design-based requirements elicitation involving people living with dementia towards a home-based platform to monitor emotional wellbeing.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Automated adjustment of crowdsourced calorie estimations for accurate food image logging.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

The modularity of microbial interaction network in healthy human saliva: Stability and specificity.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Machine learning approaches for cyanobacteria bloom prediction using metagenomic sequence data, a case study.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Assessing impacts of data volume and data set balance in using deep learning approach to human activity recognition.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
A 3D indoor positioning system based on low-cost MEMS sensors.
Simulation Modelling Practice and Theory, 2016

An efficient estimation method coping with the capture effect for RFID tags identification and application in remote learning.
Journal of Intelligent and Fuzzy Systems, 2016

An improved hash-based RFID two-way security authentication protocol and application in remote education.
Journal of Intelligent and Fuzzy Systems, 2016

A simple algorithm for identifying integrons and gene cassettes in bacteria on next generation sequencing data.
IJDMB, 2016

A two-stage inference algorithm for gene regulation network models.
I. J. Computational Biology and Drug Design, 2016

Towards Personalised Training of Machine Learning Algorithms for Food Image Classification Using a Smartphone Camera.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

A digital technology framework to optimise the self-management of obesity.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

A Multi-agent Approach to Assist with Dressing in a Smart Environment.
Proceedings of the eHealth 360°, 2016

SenseCare: Using Affective Computing to Manage and Care for the Emotional Wellbeing of Older People.
Proceedings of the eHealth 360°, 2016

Modelling enteric methane emissions from milking dairy cows with Bayesian networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Analysis of rumen microbial community in cattle through the integration of metagenomic and network-based approaches.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

The role of high performance, grid and cloud computing in high-throughput sequencing.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

A network analysis of methane and feed conversion genes in the rumen microbial community.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

SenseCare: Towards an Experimental Platform for Home-Based, Visualisation of Emotional States of People with Dementia.
Proceedings of the Advanced Visual Interfaces. Supporting Big Data Applications, 2016

2015
Identification of Protein Complexes from Tandem Affinity Purification/Mass Spectrometry Data via Biased Random Walk.
IEEE/ACM Trans. Comput. Biology Bioinform., 2015

A semi-automated food voting classification system: Combining user interaction and Support Vector Machines.
Proceedings of the 2015 IEEE International Symposium on Technology and Society, 2015

Home-Based Self-Management of Dementia: Closing the Loop.
Proceedings of the Inclusive Smart Cities and e-Health, 2015

Design of a smart insole for ambulatory assessment of gait.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015

Thermal sensor based multi-occupancy motion tracking and visualisation in smart environments.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Integrating omics data for identifying disease subtypes: A multiplex network-based approach.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Combining AR filter and sparse Wavelet representation for P300 speller.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Assessment of gait patterns of chronic low back pain patients: A smart mobile phone based approach.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
Organized Modularity in the Interactome: Evidence from the Analysis of Dynamic Organization in the Cell Cycle.
IEEE/ACM Trans. Comput. Biology Bioinform., 2014

Stroke patients' utilisation of extrinsic feedback from computer-based technology in the home: a multiple case study realistic evaluation.
BMC Med. Inf. & Decision Making, 2014

An information theoretic approach to assessing gene-ontology-driven similarity and its application.
IJDMB, 2014

Integrated Approach in Systems Biology.
Comp. Math. Methods in Medicine, 2014

Night optimised care technology for users needing assisted lifestyles.
Behaviour & IT, 2014

Design and Evaluation of a Smartphone Based Wearable Life-Logging and Social Interaction System.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services, 2014

Technical Validation of COPD Activity Support Monitor- Towards COPD Self-management.
Proceedings of the Ambient Assisted Living and Daily Activities, 2014

Self-management of COPD: a technology driven paradigm.
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014

Statistical and Machine Learning Approach to Assessing the Environmental Impact on Walking Patterns.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

The Influence of Network Topology on Reverse-engineering of Gene-regulatory Networks.
Proceedings of the International Conference on Computational Science, 2014

Segmentation of Mobile User Groups Based on Traffic Usage and Mobility Patterns.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

Human-machine-environment cyber-physical system and hierarchical task planning to support independent living.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

A low power and high accuracy MEMS sensor based activity recognition algorithm.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Minimum dominating sets in cell cycle specific protein interaction networks.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Towards a generic platform for the self-management of chronic conditions.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

A multi-model reverse-engineering algorithm for large gene regulation networks.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Drug resistance gene identification algorithm for next-generation sequencing data.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Design and evaluation of a tool for reminiscence of life-logged data.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

An integrative network-driven pipeline for the prioritization of Alzheimer's disease genes.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

COPD lifestyle support through self-management (CALS).
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
An ontological framework for activity monitoring and reminder reasoning in an assisted environment.
J. Ambient Intelligence and Humanized Computing, 2013

Assessing Gait Patterns of Healthy Adults Climbing Stairs Employing Machine Learning Techniques.
Int. J. Intell. Syst., 2013

Revealing hierarchical structure through simultaneous community detection across multiscale networks.
Proceedings of the Ninth International Conference on Natural Computation, 2013

Smart mobile phone based gait assessment of patients with low back pain.
Proceedings of the Ninth International Conference on Natural Computation, 2013

Reverse engineering of gene regulation models from multi-condition experiments.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013

Correlating adverse drug reactions with biological pathways in humans.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Detection of protein complexes in protein interaction networks is improved through network-driven functional homogeneity analysis.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012
Improving pattern discovery and visualisation with self-adaptive neural networks through data transformations.
Int. J. Machine Learning & Cybernetics, 2012

A pattern analysis and visualisation system for sleep monitoring in ambient assisted living environment.
IJCIH, 2012

iGAIT: An interactive accelerometer based gait analysis system.
Computer Methods and Programs in Biomedicine, 2012

Detection of protein complexes from affinity purification/mass spectrometry data.
BMC Systems Biology, 2012

Drug-target network in myocardial infarction: A structural analysis.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

Incorporating semantic similarity into clustering process for identifying protein complexes from Affinity Purification/Mass Spectrometry data.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

Knowledge discovery from activity monitoring to support independent living of people with early dementia.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

An interactive assessment system for children with chronic pain.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011
Feature Selection and Classification in Supporting Report-Based Self-Management for People with Chronic Pain.
IEEE Trans. Information Technology in Biomedicine, 2011

Optimal model selection for posture recognition in home-based healthcare.
Int. J. Machine Learning & Cybernetics, 2011

Systems-based biological concordance and predictive reproducibility of gene set discovery methods in cardiovascular disease.
Journal of Biomedical Informatics, 2011

Detection of functional modules from protein interaction networks with an enhanced random walk based algorithm.
I. J. Computational Biology and Drug Design, 2011

Visualization of data for ambient assisted living services.
IEEE Communications Magazine, 2011

Predictive integration of gene functional similarity and co-expression defines treatment response of endothelial progenitor cells.
BMC Systems Biology, 2011

An improved random walk based clustering algorithm for community detection in complex networks.
Proceedings of the IEEE International Conference on Systems, 2011

A sleep pattern analysis and visualization system to support people with early dementia.
Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011

A platform for self-management supported by assistive, rehabilitation and telecare technologies.
Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011

Feasibility study on iPhone accelerometer for gait detection.
Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011

The NOCTURNAL Ambient Assisted Living system.
Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011

An Ontological Approach for Context-Aware Reminders in Assisted Living' Behavior Simulation.
Proceedings of the Advances in Computational Intelligence, 2011

Reliability of Location Detection in Intelligent Environments.
Proceedings of the Ambient Intelligence - Software and Applications, 2011

Design and Modelling of the Nocturnal AAL Care System.
Proceedings of the Ambient Intelligence - Software and Applications, 2011

A Subarea Mapping Approach for Indoor Localization.
Proceedings of the Toward Useful Services for Elderly and People with Disabilities, 2011

Machine learning and statistical approaches to assessing gait patterns of younger and older healthy adults climbing stairs.
Proceedings of the Seventh International Conference on Natural Computation, 2011

Correlation of genomics features with the date and party hub distinction: A view from three dimensional protein structures.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

NOCTURNAL Ambient Assisted Living.
Proceedings of the Ambient Intelligence, 2011

2010
Integration of Gene Ontology-based similarities for supporting analysis of protein-protein interaction networks.
Pattern Recognition Letters, 2010

eNelator: A simulation system for large-scale vulnerability analysis of species-, disease- and process-specific protein networks.
J. Comput. Science, 2010

Multi-level integrative analysis of Protein - Protein Interaction networks: connecting completeness, depth and robustness.
I. J. Computational Biology and Drug Design, 2010

A knowledge-driven probabilistic framework for the prediction of protein-protein interaction networks.
Comp. in Bio. and Med., 2010

Ontology- and graph-based similarity assessment in biological networks.
Bioinformatics, 2010

From Experimental Approaches to Computational Techniques: A Review on the Prediction of Protein-Protein Interactions.
Adv. Artificial Intellegence, 2010

Assessing accelerometer based gait features to support gait analysis for people with complex regional pain syndrome.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Activity monitoring using an intelligent mobile phone: a validation study.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Activity Monitoring Using a Smart Phone's Accelerometer with Hierarchical Classification.
Proceedings of the Sixth International Conference on Intelligent Environments, 2010

Combining feature ranking with PCA: An application to gait analysis.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

A hybrid classification approach to improving location accuracy in a Bluetooth-based room localisation system.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Evaluation repeated random walks in community detection of social networks.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

seGOsa: Software environment for gene ontology-driven similarity assessment.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2009
GRIP: A web-based system for constructing Gold Standard datasets for protein-protein interaction prediction.
Source Code for Biology and Medicine, 2009

A theoretic algorithm for fall and motionless detection.
Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare, 2009

Feature selection and construction for the discrimination of neurodegenerative diseases based on gait analysis.
Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare, 2009

Assessing the Most Effective Depth for PPI Analysis.
Proceedings of the International Joint Conferences on Bioinformatics, 2009

Home Based Self-management of Chronic Diseases.
Proceedings of the Ambient Assistive Health and Wellness Management in the Heart of the City, 2009

A Bayesian Approach to Improving Decision Making in Support Vector Machine and its Application in Bioinformatics.
Proceedings of the Fifth International Conference on Natural Computation, 2009

Assessing the impact of network depth on the analysis of PPI networks: A case study.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2009

2008
Integration of Genomic Data for Inferring Protein Complexes from Global Protein-Protein Interaction Networks.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2008

Improving Pattern Discovery and Visualization of SAGE Data Through Poisson-Based Self-Adaptive Neural Networks.
IEEE Trans. Information Technology in Biomedicine, 2008

Permutation - based statistical tests for multiple hypotheses.
Source Code for Biology and Medicine, 2008

Computational prediction of protein interaction networks through supervised classification techniques.
I. J. Functional Informatics and Personalised Medicine, 2008

Poisson approach to clustering analysis of regulatory sequences.
I. J. Computational Biology and Drug Design, 2008

Clustering-based approaches to SAGE data mining.
BioData Mining, 2008

Human Activity Detection in Smart Home Environment with Self-Adaptive Neural Networks.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

Towards a Decision Support Personalised Self Management System for Chronic Conditions.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

Poisson-Based Self-Organizing Neural Networks for Pattern Discovery.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008

An Improved Support Vector Machine for the Classification of Imbalanced Biological Datasets.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008

Reassessing the limit of data integration for the prediction of protein-protein interactions in Saccharomyces cerevisiae.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008

Signature genes in human heart failure based on gene expression analysis: Can we identify a unique set?
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007
Poisson-Based Self-Organizing Feature Maps and Hierarchical Clustering for Serial Analysis of Gene Expression Data.
IEEE/ACM Trans. Comput. Biology Bioinform., 2007

A Comparison of Supervised Classification Methods for Auditory Brainstem Response Determination.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

A Hierarchical Learning System Incorporating with Supervised, Unsupervised and Reinforcement Learning.
Proceedings of the Advances in Neural Networks, 2007

Self-Adaptive Neural Networks Based on a Poisson Approach for Knowledge Discovery.
Proceedings of the IJCAI 2007, 2007

homeML - An Open Standard for the Exchange of Data Within Smart Environments.
Proceedings of the Pervasive Computing for Quality of Life Enhancement, 2007

SMART Rehabilitation: Implementation of ICT Platform to Support Home-Based Stroke Rehabilitation.
Proceedings of the Universal Access in Human Computer Interaction. Coping with Diversity, 2007

Cluster Analysis of Regulatory Sequences with a Log Likelihood Ratio Statistics-based Similarity Measure.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Supervised Statistical and Machine Learning Approaches to Inferring Pairwise and Module-Based Protein Interaction Networks.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006
An assessment of machine and statistical learning approaches to inferring networks of protein-protein interactions.
J. Integrative Bioinformatics, 2006

Machine learning approaches to supporting the identification of photoreceptor-enriched genes based on expression data.
BMC Bioinformatics, 2006

Predictive Integration of Gene Ontology-Driven Similarity and Functional Interactions.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Computational Approaches to Supporting Large-Scale Analysis of Photoreceptor-Enriched Gene Expression.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005
Position-sensing technologies for movement analysis in stroke rehabilitation.
Med. Biol. Engineering and Computing, 2005

Web-Based Monitoring System for Home-Based Rehabilitation with Stroke Patients.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

Case-Based Tissue Classification for Monitoring Leg Ulcer Healing.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004
Peptidomic Pattern Analysis and Taxonomy of Amphibian Species.
Proceedings of the Computational and Information Science, First International Symposium, 2004

Helical CT Angiography of Aortic Stent Grafting: Comparison of Three-Dimensional Rendering Techniques.
Proceedings of the Computational and Information Science, First International Symposium, 2004


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