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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A Deeping Learning Based Framework and System for Effective Land Use Mapping
Liao, X., Huang, X. & Huang, W., 18 Sept 2023, International Conference on Cooperative Design, Visualization and Engineering. p. 174-180 7 p.Research output: Book chapter/Published conference paper › Conference paper › 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., 24 Sept 2023, In: Reliability Engineering and System Safety.Research output: Contribution to journal › Article › peer-review
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Convergence analysis for sparse Pi-sigma neural network model with entropy error function
Fan, Q., Zheng, F., Huang, X. & Xu, D., 12 Jul 2023, In: International Journal of Machine Learning and Cybernetics.Research output: Contribution to journal › Article › peer-review
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FER-CHC: Facial expression recognition with cross-hierarchy contrast
Wu, X., He, J., Huang, C., Huang, Q., Zhu, J., Huang, X. & Fujita, H., 26 Jun 2023, In: Applied Soft Computing.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
IMC-NLT: Incomplete multi-view clustering by NMF and low-rank tensor
Liu, Z., Chen, Z., Li, Y., Zhao, L., Yang, T., Farahbakhsh, R., Crespi, N. & Huang, X., 01 Jul 2023, In: Expert Systems with Applications. 221, 119742.Research output: Contribution to journal › Article › peer-review
Datasets
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Phen2Disease
Huang, X. (Creator), Oxford Academic, 01 Jan 2023
DOI: https://doi.org/10.1093/bib/bbad172, https://github.com/ZhuLab-Fudan/Phen2Disease/tree/main/data
Dataset
Prizes
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BDIOT: Excellent Oral Presentation
Huang, Xiaodi (Recipient), 20 Dec 2017
Prize: Award › External award
Activities
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PLoS One (Journal)
Xiaodi Huang (Reviewer)
01 Jan 2023 → 31 Dec 2023Activity: Publication peer-review and editorial work › Editorial responsibility
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DEEP LEARNING STRUCTURE FOR DIRECTED GRAPH DATA
Xiaodi Huang (Principal Supervisor)
Feb 2023 → May 2023Activity: Supervision/Examination/Mentoring › Thesis Examination
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ICT Express (Journal)
Xiaodi Huang (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)
Xiaodi Huang (Reviewer)
01 Jan 2023 → 31 Dec 2023Activity: Publication peer-review and editorial work › Editorial responsibility
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The International Symposium on Visual Information Communication and Interaction (VINCI)
Xiaodi Huang (Member of programme committee)
16 Aug 2022 → 18 Aug 2022Activity: Participating in or organising an event › Conference/Symposium › Academic
Press/Media
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Charles Sturt University Reports Findings in Bioinformatics (Phen2Disease: a phenotype-driven model for disease and gene prioritization by bidirectional maximum matching semantic similarities)
12/06/23
1 item of Media coverage
Press/Media: 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