Projects per year
Personal profile
Biography
Dr. Girija Chetty has a Bachelors and Masters degree in Electrical Engineering and Computer Science from India, and PhD in Information Sciences and Engineering from Australia. She has more than 30 years of experience in Industry, Research and Teaching from Universities and Research and Development Organisations from India and Australia, and has held several leadership positions including Head of Software Engineering and Computer Science, and Course Director for Master of Computing (Mainframe) Course. Currently, she is Program Director (IT) and an Associate Professor in School of Information Technology and Systems, and Head of the Multimodal Systems and Information Fusion Group in University of Canberra, Australia, and leads a research group with several PhD students, Post Docs, research assistants and regular International and National visiting researchers. She is a Senior Member of IEEE, USA, and senior member of Australian Computer Society, and her research interests are in the area of multimodal systems, computer vision, pattern recognition, data mining, and medical image computing. She has published extensively with more than 200 fully refereed publications in several invited book chapters, edited books, high quality conference and journals, and she is in the editorial boards, technical review committees and regular reviewer for several IEEE, Elsevier and IET journals in the area related to her research interests. She is highly interested in seeking wide and interdisciplinary collaborations, research scholars and visitors in her research group.
Related Links
Education/Academic qualification
PhD, University of Canberra
23 Feb 2004 → 17 Dec 2007
Award Date: 17 Dec 2007
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Projects
AI_USER: Development of AI guided ultrasound for extreme and remote environments
Chetty, G., Dowling, J. & Fontanarosa, D.
Project: Other
Using big data-driven approaches for improved population health
Davey, R., Chetty, G. & Hanlen, L.
16/12/15 → 30/12/16
Project: Other
eLiving Lab (Schedule # 3 under the Umbrella Agreement - 2011000120)
Waddington, G., Chetty, G., Davey, R., Hanlen, L., Scarvell, J., D, S. & Tran, D.
28/02/14 → 28/02/17
Project: Other
Research Output
Genetic algorithms for the travelling salesman problem: a crossover comparison
Alqura'N Alzyadat, T., Yamin, M. & Chetty, G., Mar 2020, In : International Journal of Information Technology . 12, 1, p. 209-213 5 p.Research output: Contribution to journal › Article
A Deep Learning Based Collaborative Neural Network Framework for Recommender System
Almaghrabi, M. & Chetty, G., 15 Jan 2019, Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2018. Howard, D., Bashar, M. R. & Rhee, P. K. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 128-135 8 p. 8614014. (Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2018).Research output: A Conference proceeding or a Chapter in Book › Conference contribution
1
Citation
(Scopus)
Automatic brain image analysis based on multimodal deep learning scheme
Chetty, G., Singh, M. & White, M., 2 Dec 2019, Proceedings - 2019 International Conference on Machine Learning and Data Engineering (iCMLDE 2019). Rhee, P. K., Hwa, K-Y., Pai, T-W., Howard, D. & Bashar, R. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 97-100 4 p. 8995755. (Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2019).Research output: A Conference proceeding or a Chapter in Book › Conference contribution
Deep learning based spam detection system
Chetty, G., Bui, H. & White, M., 2 Dec 2019, Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2019. Rhee, P. K., Hwa, K-Y., Pai, T-W., Howard, D. & Bashar, R. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 91-96 6 p. 8995757. (Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2019).Research output: A Conference proceeding or a Chapter in Book › Conference contribution
Deep Learning with XGBoost for Real Estate Appraisal
Zhao, Y., Chetty, G. & Tran, D., 6 Dec 2019, 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1396-1401 6 p. 9002790. (2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019).Research output: A Conference proceeding or a Chapter in Book › Conference contribution
Activities
Keynote Speech on: "Towards A Global Collective Intelligence - Leveraging Advances in AI, Big Data and Multimodal Science"
Girija CHETTY (Speaker)
9 Jan 2018
Activity: Talk or presentation › Invited talk
Keynote Speech on Fusion of Augmented and Virtual Reality for Medical Imaging Applications
Girija CHETTY (Speaker)
23 Apr 2017
Activity: Talk or presentation › Invited talk
Keynote Speech on "Deep Fusion Networks and its Applications" at ICICA 2017, Canberra, Australia
Girija CHETTY (Speaker)
12 Jan 2017
Activity: Talk or presentation › Invited talk
International Conference onControl, Automation and Robotics (ICCAR 2016)
Girija CHETTY (Chair), & Maodi Ma (Chair)
28 Apr 2016 → 30 Apr 2016
Activity: Participating in or organising an event › Organising a conference, workshop, ...
Keynote Speech on "“Information Fusion for UAV Surveillance and its applications”
Girija CHETTY (Speaker)
21 Jan 2016
Activity: Talk or presentation › Invited talk