• Shore Road, Jordanstown Campus

    BT37 0QB Newtownabbey

    United Kingdom

  • 1839 Citations
  • 23 h-Index
20002020

Research output per year

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Research Output

2020

A knowledge-driven network-based analytical framework for the identification of rumen metabolites

Wang, M., Wang, H., Zheng, H., Dewhurst, R. J. & Roehe, R., 31 Jul 2020, In : IEEE Transactions on Nanobioscience. 19, 3, p. 518-526 9 p., 9082698.

Research output: Contribution to journalArticle

Open Access
File
3 Downloads (Pure)

Co-creating requirements and assessing end-user acceptability of a voice-based chatbot to support mental health: A thematic analysis of a living lab workshop

Benítez-Guijarro, A., Bond, RR., Booth, F., Callejas, Z., Ennis, E., Esposito, A., Kraus, M., McConvey, G., McTear, M., Mulvenna, M., Potts, C., Pragst, L., Turkington, R., Wagner, N. & Zheng, H., 18 May 2020, Proceedings of International Workshop on Spoken Dialog Systems Technology 2020: IWSDS 2020. Springer Cham, 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Development of an Early Prediction Model for Subarachnoid Hemorrhage With Genetic and Signaling Pathway Analysis

Lei, W., Zeng, H., Feng, H., Ru, X., Li, Q., Xiao, M., Zheng, H., Chen, Y. & Zhang, L., 21 Apr 2020, In : Frontiers in Genetics. 11, 391.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
17 Downloads (Pure)

Modern Holstein-origin dairy cows within grassland-based systems partition more feed nitrogen into milk and excrete less in manure

Chen, X., Finney, G., Zheng, H., Wang, H., Gordon, A. W., Ferris, C. P., Magowan, E. & Yan, T., 20 Jul 2020, In : Science of the Total Environment. 727, 8 p., 138561.

Research output: Contribution to journalArticle

WeightMentor, bespoke chatbot for weight loss maintenance: Needs assessment & Development

Holmes, S., Moorhead, A., Bond, RR., Zheng, H., Coates, V. & McTear, M., 6 Feb 2020, 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Yoo, I., Bi, J. & Hu, X. T. (eds.). San Diego, CA, USA: IEEE Xplore, p. 2845-2851 7 p. 8983073

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2019

An Integrative Framework for Functional Analysis of Cattle Rumen Microbiomes

Wassan, J. T., Zheng, H., Fiona, B., Bowen, J., Walsh, P., Roehe, R., Dewhurst, R., Palu, C., Kelly, B. & Wang, H. . HY., 24 Jan 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Madrid, Spain: IEEE, p. 1854-1860 7 p. 8621104

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
5 Downloads (Pure)

An Ontology-Independent Representation Learning for Similar Disease Detection Based on Multi-layer Similarity Network

Qin, R., Duan, L., Zheng, H., Li-Ling, J., Song, K. & Zhang, Y., 16 Sep 2019, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. p. 1-11 11 p.

Research output: Contribution to journalArticle

Open Access
File
47 Downloads (Pure)

A Virtual Reality Training Tool to Improve Weight-Related Communication Across Healthcare Settings

Quigley, F., Moorhead, A., Bond, RR., Zheng, H. & McAloon, T., 10 Sep 2019, ECCE 2019 Proceedings of the 31st European Conference on Cognitive Ergonomics: Designing for Cognition. Association for Computing Machinery, p. 19-22 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File

Bootstrapping analysis of crowdsourced non-expert estimates of the number of calories in photographs of meals

Bond, RR., Moorhead, A., Zheng, H. & McAllister, P., 29 Jan 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018: Conference Proceedings. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Madrid, Spain: IEEE, p. 1465-1469 5 p. 8621166

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Digital empathy secures Frankenstein's monster

Bond, RR., Engel, F., Fuchs, M., Hemmje, M., McKevitt, PM., McTear, M., Mulvenna, M., Walsh, P. & Zheng, H., 30 Mar 2019, Proceedings of the 5th Collaborative European Research Conference (CERC 2019). Collaborative European Research Conference, p. 335-349 14 p. ( CEUR Workshop Proceedings; vol. 2348).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 Citations (Scopus)
13 Downloads (Pure)

Integrated Care for Pregnant Women with Type One Diabetes using Wearable Technology

Adams, D., Zheng, H., Sinclair, M., Murphy, M. H. & Mc Cullough, J., 18 Nov 2019, BIBE 2019; The Third International Conference on Biological Information and Biomedical Engineering. VDE Verlag, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
24 Downloads (Pure)

Is there an Optimal Technology to Provide Personal Supportive Feedback in Prevention of Obesity?

Sandri, S., Zheng, H., Engel, F., Moorhead, A., Wang, H., Bond, R., Mctear, M., Molinari, A., Bouquet, P. & Hemmje, M., 18 Nov 2019, 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). San Diego, CA, USA, p. 1-6 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
6 Downloads (Pure)

Pedestrian Dead Reckoning-Assisted Visual Inertial Odometry Integrity Monitoring

Wang, Y., Peng, A., Lin, Z., Zheng, L. & Zheng, H., 17 Dec 2019, In : Sensors. 19, 24, p. 1-17 17 p., 5577.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)

Phy-PMRFI : Phylogeny-aware Prediction of Metagenomic Functions using Random Forest Feature Importance

Wassan, J. T., Wang, H. . HY., Fiona, B. & Zheng, H., 1 Apr 2019, (Accepted/In press) In : IEEE Transactions on Nanobioscience. 9 p.

Research output: Contribution to journalArticle

Understanding the relationships between rumen microbiome genes and metabolites to be used for prediction of cattle phenotypes

Wang, M., Zheng, H., Wang, H. . HY., Dewhurst, R. & Roehe, R., 18 Nov 2019, BIBE 2019; The Third International Conference on Biological Information and Biomedical Engineering. VDE Verlag, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
11 Downloads (Pure)

Usability testing of a healthcare chatbot: Can we use conventional methods to assess conversational user interfaces?

Holmes, W., Moorhead, A., Bond, RR., Zheng, H., Coates, V. & McTear, M., 10 Sep 2019, ECCE 2019 Proceedings of the 31st European Conference on Cognitive Ergonomics: ''Design for Cognition''. Association for Computing Machinery, p. 207-214 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
237 Downloads (Pure)
2018
Open Access
File
2 Citations (Scopus)
68 Downloads (Pure)

A New Automated Chatbot for Weight Loss Maintenance

Holmes, S., Moorhead, A., Bond, RR., Zheng, H., Coates, V. & McTear, M., 10 May 2018, p. 1-5. 5 p.

Research output: Contribution to conferencePaper

Open Access
File
261 Downloads (Pure)

A smartphone inertial sensor based recursive zero-velocity detection approach

Wang, Y., Meng, X., Xu, R., Chen, X., Zheng, L., Tang, B., Peng, A., Yuan, L., Yang, Q., Shi, H., Ruan, X. & Zheng, H., 19 Apr 2018, Frontier Computing - Theory, Technologies and Applications FC 2017. Springer, Vol. 464. p. 162-168 7 p. (Lecture Notes in Electrical Engineering; vol. 464).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

CASNMF: A Converged Algorithm for symmetrical nonnegative matrix factorization

Tian, L-P., Luo, P., Wang, H., Zheng, H. & Wu, F-X., 31 Jan 2018, In : Neurocomputing. 275, p. 2031-2040 10 p.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
Open Access
19 Citations (Scopus)

Heading judgement for indoor position based on the gait pattern

Yuan, L., Tang, W., Tan, T., Zheng, L., Tang, B., Shi, H., Lu, H., Peng, A. & Zheng, H., 19 Apr 2018, Frontier Computing - Theory, Technologies and Applications FC 2017. Springer, Vol. 464. p. 194-199 6 p. (Lecture Notes in Electrical Engineering; vol. 464).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Human action classification in basketball: A single inertial sensor based framework

Meng, X., Xu, R., Chen, X., Zheng, L., Peng, A., Lu, H., Shi, H., Tang, B. & Zheng, H., 19 Apr 2018, Frontier Computing - Theory, Technologies and Applications FC 2017. Springer, Vol. 464. p. 152-161 10 p. (Lecture Notes in Electrical Engineering; vol. 464).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
Open Access
File
4 Citations (Scopus)
25 Downloads (Pure)

Improving the Inference of Co-occurrence Networks in the Bovine Rumen Microbiome

Zheng, H., Wang, H. . HY., Dewhurst, R. & Roehe, R., 2 Nov 2018, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. doi: 10.1109/TCBB.2018.2879342.

Research output: Contribution to journalArticle

Open Access
File
17 Downloads (Pure)
Open Access
3 Citations (Scopus)

Machine Learning in Bioinformatics

Wassan, J. T., Wang, H. . HY. & Zheng, H., 6 Sep 2018, Encyclopedia of Bioinformatics and Computational Biology. Ranganathan, S., Gribskov, M., Nakai, K. & Schönbach, C. (eds.). Elsevier, Vol. 1. p. 300-308 9 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

Measurements of Accuracy in Biostatistics

Wang, H. . HY., Wassan, J. T. & Zheng, H., 6 Sep 2018, Encyclopedia of Bioinformatics and Computational Biology. Ranganathan, S., Gribskov, M., Nakai, K. & Schönbach, C. (eds.). Elsevier, Vol. 1. p. 685-690 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
14 Downloads (Pure)

Online medication purchasing behaviour in pregnancy: a structured review of the literature

Little, A., Sinclair, M. ., Gillen, P. & Zheng, H., 4 Apr 2018, In : Evidence Based Midwifery. 16, 1, p. 13-20

Research output: Contribution to journalArticle

PAAM-ML: A novel Phylogeny and Abundance aware Machine Learning Modelling Approach for Microbiome Classification

Wassan, J. T., Wang, H. . HY., Fiona, B. & Zheng, H., 3 Dec 2018, 2018 IEEE International Conference on Bioinformatics and Biomedicine . IEEE, p. 44-49 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 Citations (Scopus)
43 Downloads (Pure)

Phylogeny-Aware Deep 1-Dimensional Convolutional Neural Network for the Classification of Metagenomes

Manning, T., Wassan, J. T., Palu, C., Wang, H. . HY., Fiona, B., Zheng, H., Kelly, B. & Walsh, P., 3 Dec 2018, Proceedings of 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, p. 1826-1831 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Proceedings of 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Zheng, H. (ed.), Hu, X. (ed.), Callejas, Z. (ed.), Schmidt, H. (ed.), Griol, D. (ed.), Baumbach, J. (ed.), Wang, H. . HY. (ed.), Dickerson, J. (ed.) & Zhang, L. (ed.), 3 Dec 2018, IEEE. 686 p.

Research output: Book/ReportBook

RADAR: Representation Learning across Disease Information Networks for Similar Disease Detection

Qin, R., Duan, L., Zheng, H., Li-Ling, J., Song, K. & Lan, X., 3 Dec 2018, Proceedings of 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, p. 482-487 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Review of Applications of High-Throughput Sequencing in Personalised Medicine: Barriers and Facilitators of Future Progress in Research and Clinical Application

Lightbody, G., Haberland, V., Fiona, B., Taggart, L., Zheng, H., Parks, E. & Blayney, J., 31 Jul 2018, In : Briefings in Bioinformatics. 17 p., bby051.

Research output: Contribution to journalReview article

Open Access
File
12 Citations (Scopus)
55 Downloads (Pure)

Three-Dimensional Dynamic Simulation System for Forest Surface Fire Spreading Prediction

Li, J., Li, X., Chen, C., Zheng, H. & Liu, N., 16 Mar 2018, In : International Journal of Pattern Recognition and Artificial Intelligence. 32, 8, 23 p., 32 (8).

Research output: Contribution to journalArticle

Open Access
4 Citations (Scopus)
2017

A metagenomics analysis of rumen microbiome

Walsh, P., Palu, C., Kelly, B., Lawor, B., Wassan, J. T., Zheng, H. & Wang, H. . HY., 18 Dec 2017, Unknown Host Publication. IEEE, p. 2077-2082 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
4 Citations (Scopus)
66 Downloads (Pure)

A Multi-Agent Approach to Assist with Dressing in a Smart Environment

Orr, C., Nugent, C., Wang, H. & Zheng, H., 1 Jan 2017, Unknown Host Publication. European Alliance for Innovation, p. 220-223 4 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 181 LNICST).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
7 Downloads (Pure)

Analysis of Rumen Microbial Community in Cattle through the Integration of Metagenomic and Network-based Approaches

Wang, H. . HY., Zheng, H., Browne, F., Roehe, R., Dewhurst, R. J., Engel, F., Hemmje, M. & Walsh, P., 19 Jan 2017, Unknown Host Publication. IEEE, p. 198-203 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
3 Citations (Scopus)
12 Downloads (Pure)

A Network Analysis of Methane and Feed Conversion Genes in the Rumen Microbial Community

Browne, F., Wang, H. . HY., Zheng, H., Roehe, R., Dewhurst, R. J. & Walsh, P., 19 Jan 2017, Unknown Host Publication. IEEE, p. 1477-1484 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
10 Downloads (Pure)

An Integrative Approach for the Functional Analysis of Metagenomic Studies

Wassan, J. T., Wang, H. . HY., Fiona, B., Wash, P., Kelly, B., Palu, C., Konstantinidou, N., Roehe, R., Dewhurst, R. & Zheng, H., 20 Jul 2017, Intelligent Computing Theories and Application. Springer, Vol. 10362. p. 421-427

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
4 Citations (Scopus)
51 Downloads (Pure)

A Novel Energy-Efficient Approach for Human Activity Recognition

Zheng, L., Wu, D., Ruan, X., Weng, S., Peng, A., Tang, B., Lu, H., Shi, H. & Zheng, H., 8 Sep 2017, In : Sensors. 17, 9, p. 2064

Research output: Contribution to journalArticle

Open Access
File
15 Citations (Scopus)
2 Downloads (Pure)

A smart-phone based hand-held indoor tracking system

Wu, D., Peng, A., Zheng, L., Wu, Z., Wang, Y., Tang, B., Lu, H., Shi, H. & Zheng, H., 20 Nov 2017, 2017 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2017. IEEE, Vol. 2017-January. p. 1-7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Assessing impacts of data volume and data set balance in using deep learning approach to human activity recognition

Chen, H., Xiong, F., Wu, D., Zheng, L., Peng, A., Hong, X., Tang, B., Lu, H., Shi, H. & Zheng, H., 18 Dec 2017, Unknown Host Publication. IEEE, p. 1160-1165 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 Citations (Scopus)
12 Downloads (Pure)

Automated adjustment of crowdsourced calorie estimations for accurate food image logging

McAllister, P., Moorhead, A., Bond, R. & Zheng, H., 2 Oct 2017, (Accepted/In press) Unknown Host Publication. IEEE, p. 1059-1066 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
15 Downloads (Pure)

Community effort endorsing multiscale modeling, multiscale data science and multiscale computing for systems medicine

Zanin, M., Chorbev, I., Stres, B., Stalidzans, E., Vera, J., Tieri, P., Castiglione, F., Groen, D., Zheng, H., Baumbach, J., Schmid, J., Basilio, J., Klimek, P., Debeljak, N., Rozman, D. & Schmidt, H., 1 Nov 2017, (Accepted/In press) In : Briefings in Bioinformatics. 2017, p. 1-8

Research output: Contribution to journalArticle

Open Access
Open Access
File
13 Downloads (Pure)

Evaluating the Lifelog: a Serious Game for Reminiscence

Burns, W., McCullagh, P. J., Nugent, C. & Zheng, H., 26 Jun 2017, Unknown Host Publication. TU Graz, p. 305-316 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
76 Downloads (Pure)

Human activity recognition with smart watch based on H-SVM

Tang, T., Zheng, L., Weng, S., Peng, A. & Zheng, H., 27 Sep 2017, Frontier Computing - Theory, Technologies and Applications, FC 2016. Springer, Vol. 422. p. 179-186 8 p. (Lecture Notes in Electrical Engineering; vol. 422).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Integrated metagenomic analysis of the rumen microbiome of cattle reveals key biological mechanisms associated with methane traits

Wang, H., Zheng, H., Browne, F., Roeheb, R., Dewhurst, R. J., Engel, F., Hemmje, M., Lu, X. & Walsh, P., 15 Jul 2017, In : Methods. 124, p. 108-119 12 p.

Research output: Contribution to journalArticle

Open Access
File
11 Citations (Scopus)
4 Downloads (Pure)

Machine learning approaches for cyanobacteria bloom prediction using metagenomic sequence data, a case study

Huang, J., Zheng, H., Wang, H. . HY. & Jiang, X., 10 Oct 2017, (Accepted/In press) Unknown Host Publication. IEEE, p. 2054-2061 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
16 Downloads (Pure)