Research output per year
Research output per year
Personal profile
Personal profile
Associate Professor Xiaodi Huang, from the School of Computing & Mathematics, joined the University in 2007. Dr Huang is interested in data analysis and visualisation, applied machine learning, and computer applications.
Research Interests
- Data Analysis and Visualization
- Applied Machine Learning
- Computer Applications
- Web services
Professional Information
External Appointments & Memberships:
- IEEE Senior member
- ACM member
Editorial roles in journals:
- ICT Express (Editor)
- PLOS one (Editor)
- CAAI Transactions on Intelligence (Editorial Board member)
Teaching
- ITC 212 Internet Technologies
- ITC 294 Web Programming in the Cloud
- ITC 556 Database Systems
- ITC 558 Programming Principles
Education/Academic qualification
Education, Masters in Education
Bachelor of Science (Physics)
Doctor of Philosophy (Computer Science), Swinburne University of Technology
External positions
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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An improved genetic salp swarm algorithm with population partitioning for numerical optimization
Fan, Q., Zhao, S., Shang, M., Wei, Z. & Huang, X., Sept 2024, In: Information Sciences. 679, 120895.Research output: Contribution to journal › Article › peer-review
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A three-stage model of quantifying and analyzing power network resilience based on network theory
Wang, S., Guo, Z., Huang, X. & Zhang, J., Jan 2024, In: Reliability Engineering and System Safety. 241, 12 p., 109681.Research output: Contribution to journal › Article › peer-review
9 Citations (Scopus) -
Bone metastasis scintigram generation using generative adversarial learning with multi-receptive field learning and two-stage training
Lin, Q., Xie, A., Zeng, X., Cao, Y., Man, Z., Hao, Y., Liu, C. & Huang, X., 03 Sept 2024, In: Medical Physics.Research output: Contribution to journal › Article › peer-review
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CCIM-SLR: Incomplete multiview co-clustering by sparse low-rank representation
Liu, Z., Chen, Z., Lou, K., Rajapaksha, P., Zhao, L., Crespi, N. & Huang, X., 06 Jan 2024, (E-pub ahead of print) In: Multimedia Tools and Applications. p. 61181-61211 31 p.Research output: Contribution to journal › Article › peer-review
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ChatPRCS: A Personalized Support System for English Reading Comprehension based on ChatGPT
Wang, X., Zhong, Y., Huang, C. & Huang, X., 27 May 2024, In: IEEE Transactions on Learning Technologies. p. 1762-1776 15 p.Research output: Contribution to journal › Article › peer-review
Datasets
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Phen2Disease
Huang, X. (Creator), Oxford Academic, 01 Jan 2023
DOI: 10.1093/bib/bbad172, https://github.com/ZhuLab-Fudan/Phen2Disease/tree/main/data
Dataset
Prizes
Activities
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DEEP LEARNING STRUCTURE FOR DIRECTED GRAPH DATA
Huang, X. (Principal Supervisor)
Feb 2023 → May 2023Activity: Supervision/Examination/Mentoring › Thesis Examination
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ACM Transactions on Multimedia Computing Communications and Applications (Journal)
Huang, X. (Reviewer)
Mar 2023 → Jul 2023Activity: Publication peer-review and editorial work › Peer review responsibility, including review panel or committee
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PLoS One (Journal)
Huang, X. (Reviewer)
01 Jan 2023 → 31 Dec 2023Activity: Publication peer-review and editorial work › Editorial responsibility
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CAAI Transactions on Intelligence Technology (Journal)
Huang, X. (Member of editorial board)
01 Jan 2023 → 31 Dec 2023Activity: Publication peer-review and editorial work › Editorial responsibility
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ICT Express (Journal)
Huang, X. (Member of editorial board)
01 Jan 2023 → 31 Dec 2023Activity: Publication peer-review and editorial work › Editorial responsibility
Press/Media
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Research Data from Charles Sturt University Update Understanding of Cancer (Multiview Deep Forest for Overall Survival Prediction in Cancer)
03/02/23
1 item of Media coverage
Press/Media: Press / Media
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World Internet Day 2020 – smart regions and intelligent campuses
28/10/20
1 Media contribution
Press/Media: Press / Media
Impacts
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Murray Darling Basin PIT data analysis project
Huang, X. (Creator), Baumgartner, L. (Creator), Li, Z. (Creator) & Robinson, W. (Creator)
Impact: Economic Impact, Environmental Impact
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Phen2Disease: a phenotype-driven model for disease and gene prioritization
Huang, X. (Creator)
Impact: Quality of life Impact