University of Melbourne

Melbourne, VIC, Australia

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Institution’s Latest Publications

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Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions
- Ahmed Fahmin
  Faculty of Information Technology, Monash University, Clayton, Australia
  ,
- Muhammad Aamir Cheema
  Department of Software Systems and Cybersecurity, Monash University, Clayton, Australia
  ,
- Mohammed Eunus Ali
  Bangladesh University of Engineering and Technology, Dhaka, Bangladesh
  ,
- Adel Nadjaran Toosi
  School of Computing and Information System, The University of Melbounre, Melbourne, Australia
  ,
- Hua Lu
  Roskilde University, Roskilde Denmark
  ,
- Huan Li
  College of Computer Science and Technology, Zhejiang University, Hangzhou, China
  ,
- David Taniar
  Department of Software Systems and Cybersecurity, Monash University, Clayton, Australia
  ,
- Hesham A. Rakha
  Charles E. Via, Jr. Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, United States
  ,
- Bojie Shen
  Faculty of Information Technology, Monash University, Melbourne, Australia
Accepted on August 2024ACM Computing Surveys, Volume 0, Issue jahttps://doi.org/10.1145/3691624
research-article
free
Fairness Concerns in App Reviews: A Study on AI-based Mobile Apps
- Ali Rezaei Nasab
  School of Computer Science, Wuhan University, China
  ,
- Maedeh Dashti
  School of Computer Science, Wuhan University, China
  ,
- Mojtaba Shahin
  RMIT University, Australia
  ,
- Mansooreh Zahedi
  University of Melbourne, Australia
  ,
- Hourieh Khalajzadeh
  Deakin University, Australia
  ,
- Chetan Arora
  Monash University, Australia
  ,
- Peng Liang
  School of Computer Science, Wuhan University, China
Accepted on August 2024ACM Transactions on Software Engineering and Methodology, Volume 0, Issue jahttps://doi.org/10.1145/3690633
research-article
free
BadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning
- Yi Liu
  City University of Hong Kong, Hong Kong, China
  ,
- Cong Wang
  City University of Hong Kong, Hong Kong, China
  ,
- Xingliang Yuan
  The University of Melbourne, Melbourne, Australia
August 2024KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mininghttps://doi.org/10.1145/3637528.3671879
research-article
Open Access
ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification
- Xuan-May Le
  The University of Melbourne, Melbourne, VIC, Australia
  ,
- Ling Luo
  The University of Melbourne, Melbourne, VIC, Australia
  ,
- Uwe Aickelin
  The University of Melbourne, Melbourne, VIC, Australia
  ,
- Minh-Tuan Tran
  Monash University, Melbourne, VIC, Australia
August 2024KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mininghttps://doi.org/10.1145/3637528.3671862
research-article
free
Self-Distilled Disentangled Learning for Counterfactual Prediction
- Xinshu Li
  The University of New South Wales, Sydney, Australia
  ,
- Mingming Gong
  The University of Melbourne & MBZUAI, Melbourne, Australia
  ,
- Lina Yao
  CSIRO's Data61 & The University of New South Wales, Sydney, Australia
August 2024KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mininghttps://doi.org/10.1145/3637528.3671782
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Competence Awareness for Humans and Machines:A Survey and Future Research Directions from Psychology
- Kathryn Kasmarik
  Systems and Computing, University of New South Wales, Canberra, Australia
  ,
- Mahtab Khani
  Systems and Computing, University of New South Wales, Canberra, Australia
  ,
- Shadi Abpeikar
  Engineering and Technology, University of New South Wales, Canberra, Australia
  ,
- Michael Barlow
  Systems and Computing, University of New South Wales, Canberra, Australia
  ,
- Olivia Carter
  Psychological Sciences, University of Melbourne, Melbourne, Australia
  ,
- Muireann Irish
  Psychology and Brain & Mind Centre, University of Sydney, Sydney, Australia
Accepted on August 2024ACM Computing Surveys, Volume 0, Issue jahttps://doi.org/10.1145/3689626