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Open Access
Peer-reviewed
Research Article
EGCN: Entropy-based graph convolutional network for anomalous pattern detection and forecasting in real estate markets
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Dat Le ,
Contributed equally to this work with: Dat Le, Sutharshan Rajasegarar, Wei Luo, Thanh Thi Nguyen, Nhi Vo, Quang Nguyen, Maia Angelova
Roles Data curation, Formal analysis, Writing – original draft, Writing – review & editing
Affiliation School of Information Technology, Deakin University, Geelong, Victoria, Australia
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Sutharshan Rajasegarar ,
Contributed equally to this work with: Dat Le, Sutharshan Rajasegarar, Wei Luo, Thanh Thi Nguyen, Nhi Vo, Quang Nguyen, Maia Angelova
Roles Supervision, Writing – review & editing
Affiliation School of Information Technology, Deakin University, Geelong, Victoria, Australia
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Wei Luo ,
Contributed equally to this work with: Dat Le, Sutharshan Rajasegarar, Wei Luo, Thanh Thi Nguyen, Nhi Vo, Quang Nguyen, Maia Angelova
Roles Supervision, Writing – review & editing
Affiliation School of Information Technology, Deakin University, Geelong, Victoria, Australia
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Thanh Thi Nguyen ,
Contributed equally to this work with: Dat Le, Sutharshan Rajasegarar, Wei Luo, Thanh Thi Nguyen, Nhi Vo, Quang Nguyen, Maia Angelova
Roles Supervision, Writing – review & editing
Affiliation Faculty of Information Technology, Monash University, Clayton, Victoria, Australia
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Nhi Vo ,
Contributed equally to this work with: Dat Le, Sutharshan Rajasegarar, Wei Luo, Thanh Thi Nguyen, Nhi Vo, Quang Nguyen, Maia Angelova
Roles Writing – review & editing
Affiliation Other Bets Division, Automattic Inc., San Francisco, California, United States of America
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Quang Nguyen ,
Contributed equally to this work with: Dat Le, Sutharshan Rajasegarar, Wei Luo, Thanh Thi Nguyen, Nhi Vo, Quang Nguyen, Maia Angelova
Roles Investigation
Affiliation Investment Department, Mitsubishi Estate Co., Ltd., Chiyoda-ku, Tokyo, Japan
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Maia Angelova
Contributed equally to this work with: Dat Le, Sutharshan Rajasegarar, Wei Luo, Thanh Thi Nguyen, Nhi Vo, Quang Nguyen, Maia Angelova
Roles Supervision, Writing – review & editing
* E-mail: m.angelova@aston.ac.uk
Affiliation Sir Peter Rigby Digital Futures Institute, Aston University, Birmingham, United Kingdom
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EGCN: Entropy-based graph convolutional network for anomalous pattern detection and forecasting in real estate markets
- Dat Le,
- Sutharshan Rajasegarar,
- Wei Luo,
- Thanh Thi Nguyen,
- Nhi Vo,
- Quang Nguyen,
- Maia Angelova
- Published: October 16, 2025
- https://doi.org/10.1371/journal.pone.0334141