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Son N. Tran
Associate Professor, School of Information Technology, Deakin University
Joined
May 2022
Names
Son N. Tran
(Preferred)
,
Son Tran
,
Son Ngoc Tran
Emails
****@utas.edu.au
(Confirmed)
,
****@deakin.edu.au
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Associate Professor
School of Information Technology,
Deakin University
(deakin.edu.au)
2023
–
Present
Lecturer
School of Information and Communication Technology,
University of Tasmania
(utas.edu.au)
2019
–
2023
Postdoc
Australian E-Health Research Centre,
CSIRO
(csiro.au)
2016
–
2019
PhD student
Department of Computer Science,
City University
(city.ac.uk)
2011
–
2015
Advisors, Relations & Conflicts
Coauthor
Nhat Phan Minh
2024
–
Present
PhD Advisor
Artur Garcez
2011
–
2015
Expertise
Human-AI teaming
2019
–
Present
Explainable/Interpretable AI
2016
–
Present
Machine learning
2011
–
Present
Neurosymbolic
2011
–
Present
Publications
Empirical Evaluation of Machine Learning Models for Fuel Consumption, Driver Identification, and Behavior Prediction
Jamal Maktoubian
,
Son N. Tran
,
Anna Shillabeer
,
Muhammad Bilal Amin
,
Lawrence Sambrooks
,
Reza Khoshkangini
IEEE Trans. Intell. Transp. Syst. 2024
Readers:
Everyone
On multi-resident activity recognition in ambient smart-homes
Son N. Tran
,
Dung Nguyen
,
Ngo Tung Son
,
Son Xuan Vu
,
Long Hoang Dang
,
Qing Zhang
,
Mohan Karunanithi
Artificial Intelligence Review
Readers:
Everyone
Deep Learning for Plant Identification and Disease Classification from Leaf Images: Multi-prediction Approaches
Jianping Yao
,
Son N. Tran
,
Saurabh Kumar Garg
,
Samantha Sawyer
ACM Comput. Surv. 2024
Readers:
Everyone
A novel adaptive ensemble learning framework for automatedcoverage estimation
Yanyu Chen
,
Yunjue Zhou
,
Mira Park
,
Son N. Tran
,
Scott Hadley
,
Quan Bai
Expert Syst. Appl. 2024
Readers:
Everyone
Deep cross-domain transfer for emotion recognition via joint learning
Dung Nguyen
,
Duc Thanh Nguyen
,
Sridha Sridharan
,
Mohamed Abdelrazek
,
Simon Denman
,
Son N. Tran
,
Rui Zeng
,
Clinton Fookes
Multim. Tools Appl. 2024
Readers:
Everyone
Parallel scale de-blur net for sharpening video images for remote clinical assessment of hand movements
Renjie Li
,
Guan Huang
,
Xinyi Wang
,
Yanyu Chen
,
Son N. Tran
,
Saurabh Kumar Garg
,
Rebecca J. St George
,
Katherine Lawler
,
Jane E. Alty
,
Quan Bai
Expert Syst. Appl. 2024
Readers:
Everyone
Enhance Statistical Features with Changepoint Detection for Driver Behaviour Analysis
Jamal Maktoubian
,
Son N. Tran
,
Anna Shillabeer
,
Muhammad Bilal Amin
,
Lawrence Sambrooks
PRICAI (4) 2024
Readers:
Everyone
Machine learning for leaf disease classification: data, techniques and applications
Jianping Yao
,
Son N. Tran
,
Samantha Sawyer
,
Saurabh Kumar Garg
Artif. Intell. Rev. 2023
Readers:
Everyone
Real-time automated detection of older adults' hand gestures in home and clinical settings
Guan Huang
,
Son N. Tran
,
Quan Bai
,
Jane E. Alty
Neural Comput. Appl. 2023
Readers:
Everyone
Machine Learning for Leaf Disease Classification: Data, Techniques and Applications
Jianping Yao
,
Son N. Tran
,
Samantha Sawyer
,
Saurabh Garg
CoRR 2023
Readers:
Everyone
View all 56 publications
Co-Authors
Ananda Maiti
Anna Shillabeer
Anthony N. Nguyen
Artur S. d'Avila Garcez
Byeong Ho Kang
Chun Yu Lao
Clinton Fookes
Daniel Wolff
David Ireland
Duc Thanh Nguyen
Dung Nguyen
Guan Huang
Hamed Hassanzadeh
Hazrat Ali
Hieu Nguyen
Jamal Maktoubian
Jane E. Alty
Jianping Yao
Jiaxin Ye
Jie Yin
Kaining Zhang
Katherine Lawler
Lawrence Sambrooks
Lianxue Zhang
Lili Jiang
View all 74 co-authors