Haiying Wang

Affiliations:
  • Ulster University, School of Computing, UK


According to our database1, Haiying Wang authored at least 132 papers between 2003 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Online presence:

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Bibliography

2021
Deep learning in systems medicine.
Briefings Bioinform., 2021

2020
Improving the Inference of Co-Occurrence Networks in the Bovine Rumen Microbiome.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Data mining and machine learning approaches for prediction modelling of <i>schistosomiasis</i> disease vectors.
Int. J. Mach. Learn. Cybern., 2020

A New Metric for Assessing the Performance of 2D Lidar SLAMs.
Proceedings of the 6th Collaborative European Research Conference (CERC 2020), 2020

Wearable Gait Analysis - Stepping Towards the Mainstream.
Proceedings of the 6th Collaborative European Research Conference (CERC 2020), 2020

SenseBot: A Wearable Sensor Enabled Robotic System to Support Health and Well-Being.
Proceedings of the 6th Collaborative European Research Conference (CERC 2020), 2020

A multilayer co-occurrence network reveals the systemic difference of diet-based rumen microbiome associated with methane yield phenotype.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Bayesian Network Approach to Modelling Nitrogen Utilization Efficiency of Dairy Cows.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Understanding the Role of (Advanced) Machine Learning in Metagenomic Workflows.
Proceedings of the Advanced Visual Interfaces. Supporting Artificial Intelligence and Big Data Applications, 2020

2019
Machine Learning in Bioinformatics.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Measurements of Accuracy in Biostatistics.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

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

A practical computerized decision support system for predicting the severity of Alzheimer's disease of an individual.
Expert Syst. Appl., 2019

A Phylogeny-aware Feature Ranking for Classification of Cattle Rumen Microbiome.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

A knowledge driven mutual information-based analytical framework for the identification of rumen metabolites.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Is there an Optimal Technology to Provide Personal Supportive Feedback in Prevention of Obesity?
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Automated Object Tracking for Animal Behaviour Studies.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

The Application of Artificial Intelligence in Financial Compliance Management.
Proceedings of the 2019 International Conference on Artificial Intelligence and Advanced Manufacturing, 2019

2018
Special issue on semantic data analytics and bioinformatics.
Int. J. Mach. Learn. Cybern., 2018

Investigating the impact human protein-protein interaction networks have on disease-gene analysis.
Int. J. Mach. Learn. Cybern., 2018

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

Biomolecular Networks for Complex Diseases.
Complex., 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

Infectious Disease Prediction Modelling Using Synthetic Optimisation Approaches.
Proceedings of the Data Management Technologies and Applications, 2018

Synthetic Optimisation Techniques for Epidemic Disease Prediction Modelling.
Proceedings of the 7th International Conference on Data Science, 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

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

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

Comparison of fiducial marker detection and object interaction in activities of daily living utilising a wearable vision sensor.
Int. J. Commun. Syst., 2017

Incremental Transductive Learning Approaches to Schistosomiasis Vector Classification.
CoRR, 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

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

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

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. Biol. Bioinform., 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

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. Biol. Bioinform., 2014

An information theoretic approach to assessing gene-ontology-driven similarity and its application.
Int. J. Data Min. Bioinform., 2014

Night optimised care technology for users needing assisted lifestyles.
Behav. Inf. Technol., 2014

Wearable Computing to Support Activities of Daily Living.
Proceedings of the Ambient Assisted Living and Daily Activities, 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

Minimum dominating sets in cell cycle specific protein interaction networks.
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

2013
Bayesian Self-Organizing Map for Data Classification and Clustering.
Int. J. Wavelets Multiresolution Inf. Process., 2013

Editorial: Special Issue on "Recent Advances in Intelligent Techniques".
Int. J. Intell. Syst., 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

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. Mach. Learn. Cybern., 2012

A pattern analysis and visualisation system for sleep monitoring in ambient assisted living environment.
Int. J. Comput. Heal., 2012

iGAIT: An interactive accelerometer based gait analysis system.
Comput. Methods Programs Biomed., 2012

Detection of protein complexes from affinity purification/mass spectrometry data.
BMC Syst. Biol., 2012

A growing Bayesian self-organizing map for data clustering.
Proceedings of the International Conference on Machine Learning and Cybernetics, 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
Recent progress in natural computation and knowledge discovery: an ICNC'09-FSKD'09 special issue.
Soft Comput., 2011

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

Detection of functional modules from protein interaction networks with an enhanced random walk based algorithm.
Int. J. Comput. Biol. Drug Des., 2011

Visualization of data for ambient assisted living services.
IEEE Commun. Mag., 2011

Predictive integration of gene functional similarity and co-expression defines treatment response of endothelial progenitor cells.
BMC Syst. Biol., 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

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

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

The impact of learning parameters on Bayesian self-organizing maps: An empirical study.
Proceedings of the Seventh International Conference on Natural Computation, 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


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

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

Multi-level integrative analysis of Protein - Protein Interaction networks: connecting completeness, depth and robustness.
Int. J. Comput. Biol. Drug Des., 2010

A knowledge-driven probabilistic framework for the prediction of protein-protein interaction networks.
Comput. Biol. Medicine, 2010

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

From Experimental Approaches to Computational Techniques: A Review on the Prediction of Protein-Protein Interactions.
Adv. Artif. Intell., 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

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 Biol. Medicine, 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

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. Syst. Man Cybern. Part B, 2008

Improving Pattern Discovery and Visualization of SAGE Data Through Poisson-Based Self-Adaptive Neural Networks.
IEEE Trans. Inf. Technol. Biomed., 2008

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

Computational prediction of protein interaction networks through supervised classification techniques.
Int. J. Funct. Informatics Pers. Medicine, 2008

Poisson approach to clustering analysis of regulatory sequences.
Int. J. Comput. Biol. Drug Des., 2008

Clustering-based approaches to SAGE data mining.
BioData Min., 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

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. Biol. 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

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

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. Integr. Bioinform., 2006

Machine learning approaches to supporting the identification of photoreceptor-enriched genes based on expression data.
BMC Bioinform., 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
Non-linear mapping for exploratory data analysis in functional genomics.
BMC Bioinform., 2005

An Ontology-Driven Clustering Method for Supporting Gene Expression Analysis.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

Data and Predictive Model Integration: An Overview of Key Concepts, Problems and Solutions.
Proceedings of the Data Analysis and Visualization in Genomics and Proteomics, 2005

2004
An integrative and interactive framework for improving biomedical pattern discovery and visualization.
IEEE Trans. Inf. Technol. Biomed., 2004

A Non-Random Data Sampling Method for Classification Model Assessment.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Interactive GSOM-Based Approaches for Improving Biomedical Pattern Discovery and Visualization.
Proceedings of the Computational and Information Science, First International Symposium, 2004

Gene expression correlation and gene ontology-based similarity: an assessment of quantitative relationships.
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004

2003
A markup language for electrocardiogram data acquisition and analysis (ecgML).
BMC Medical Informatics Decis. Mak., 2003


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