Associate ProfessorSunil Aryal
(He/his/him)
Associate Professor
Faculty of Science Engineering and Built Environment/School of Information Technology
Orcid identifier0000-0002-6639-6824 (opens in a new tab)
- Associate ProfessorFaculty of Science Engineering and Built Environment/School of Information Technology
- +61 3 924 45615 (Work)
- Melbourne Burwood Campus, 221 Burwood Highway, Burwood, Victoria 3125
RESEARCH INTERESTS
Data Mining and Machine Learning -- Practical and Robust Data Mining, Similarity Measures, Classification, Clustering, Anomaly Detection, Ensemble-based and Random Methods, Learning from small subsamples of data, Learning from mixed (numeric and categorical) data, Bias and Fairness in Machine Learning, Explainable AI, Autonomous Systems, and Health Informatics
Application Domains: Defence, National Intelligence, Cybersecurity, Engineering, Advanced Manufacture, Agriculture, Healthcare, Sports
Application Domains: Defence, National Intelligence, Cybersecurity, Engineering, Advanced Manufacture, Agriculture, Healthcare, Sports
GRANTS
- GRANTAPR Internship - Multimodal Self-Distillation for Low-Label Precise Event Spotting in Sports Videos11 May 2026 - 11 Sep 2026People funded by this grant:
- Aryal S,
- Xu H
- INTERNAL GRANTAdversarial Machine Learning and Intrusion Detection SystemDeakin University1 May 2026 - 1 Dec 2026People funded by this grant:
- Al-Hawawreh M,
- Bouadjenek MR,
- Aryal S
- COLLABORATIVE GRANTAdversarial Machine Learning and Intrusion Detection SystemDeakin University1 May 2026 - 1 Dec 2026People funded by this grant:
- Al-Hawawreh M,
- Bouadjenek MR,
- Aryal S
- GRANTResearch Internship Agreement: 3AI Platform - AI Training Bootcamps24 Jun 2024 - 12 Mar 2025People funded by this grant:
- Bouadjenek MR,
- Aryal S,
- Zhou Y
- CONTRACT RESEARCHSummerTech Live Program 202430 Nov 2023 - 30 Apr 2024People funded by this grant:
- Bouadjenek MR,
- Aryal S,
- Hobbs M,
- Dinh A,
- Gaddam A
- GRANTMachine Learning in Heterogeneous Data from Multiple Sources17 Dec 2022 - 16 Dec 2025People funded by this grant:
- Aryal S,
- Bouadjenek MR
- CONTRACT RESEARCHContributions to Edge and Multimodal Machine Learning.10 Nov 2022 - 31 Dec 2025People funded by this grant:
- Bouadjenek MR,
- Aryal S,
- Al-Hawawreh M
- CONTRACT RESEARCHApplication of Generic Actual Argument Model to represent complex decisions and generate narratives.2 May 2022 - 30 Nov 2022People funded by this grant:
- Dazeley R,
- Aryal S,
- Ofoghi B,
- Yearwood J
- CONTRACT RESEARCHUtilizing Extractive - Abstractive Summarization for Understanding the Narrative of Social Media Users from Multimodal Data.12 Oct 2021 - 12 Feb 2022People funded by this grant:
- Razzak I,
- Bouadjenek MR,
- Aryal S
- CONTRACT RESEARCHA competency-aware multi-agent framework for human-machine teams in adversarial environments.5 Feb 2021 - 31 Jan 2024People funded by this grant:
- Dazeley R,
- Aryal S,
- Wilkin T
- COLLABORATIVE GRANTModeling Adversary Intent Using Multiobjective Reinforcement Learning.15 Dec 2020 - 16 Jun 2021People funded by this grant:
- Dazeley R,
- Aryal S
- CONTRACT RESEARCHDeveloping robust framework for practical data mining.24 Sep 2020 - 23 Dec 2023People funded by this grant:
- Sunil Aryal
- CONTRACT RESEARCHEnsemble Learning for Outlier Detection.24 Sep 2020 - 24 Mar 2021People funded by this grant:
- Sunil Aryal