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
External positions
Visiting Academic, Deakin University
5 Jul 2020 → 30 Sep 2020Visiting Scientist, CSIRO
5 Oct 2019 → 31 Dec 2022Fingerprint
- 6 Similar Profiles
Network
Projects
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AI_USER: Development of AI guided ultrasound for extreme and remote environments
Chetty, G., Dowling, J. & Fontanarosa, D.
Project: Other
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DataPOS Prediction Engine "Deep Kitchen
University of Canberra, ACT Government
9/06/17 → 5/07/17
Project: Other
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Using big data-driven approaches for improved population health
Davey, R., Chetty, G. & Hanlen, L.
16/12/15 → 30/12/16
Project: Other
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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
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Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural Network
Alzyadat, T., Praet, S., Chetty, G., Goecke, R., Hughes, D., Kumar, D., Welvaert, M., Vlahovich, N. & Waddington, G., 1 Jan 2020, Machine Learning in Medical Imaging - 11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Liu, M., Yan, P., Lian, C. & Cao, X. (eds.). Netherlands: Springer, p. 444-454 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12436 LNCS).Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review
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Genetic Algorithms for the Travelling Salesman Problem: A Crossover Comparison
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 › peer-review
Open Access2 Citations (Scopus) -
Improving sentiment analysis in arabic and english languages by using multi-layer perceptron model (MLP)
Almaghrabi, M. & Chetty, G., 1 Oct 2020, p. 745-746. 2 p.Research output: Contribution to conference (non-published works) › Paper › peer-review
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Multilingual Sentiment Recommendation System based on Multilayer Convolutional Neural Networks (MCNN) and Collaborative Filtering based Multistage Deep Neural Network Models (CFMDNN)
Almaghrabi, M. & Chetty, G., Nov 2020, 2020 IEEE/ACS 17th International Conference on Computer Systems and Applications, AICCSA 2020. Akoglu, A., Talbi, E-G., Vargas-Solar, G. & Musicante, M. A. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 9316492. (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA; vol. 2020-November).Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review
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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 › peer-review
2 Citations (Scopus)
Activities
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Keynote Speech on: "Towards A Global Collective Intelligence - Leveraging Advances in AI, Big Data and Multimodal Science"
Girija CHETTY (Speaker)
9 Jan 2018Activity: Talk or presentation › Invited talk
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Keynote Speech on Fusion of Augmented and Virtual Reality for Medical Imaging Applications
Girija CHETTY (Speaker)
23 Apr 2017Activity: Talk or presentation › Invited talk
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Keynote Speech on "Deep Fusion Networks and its Applications" at ICICA 2017, Canberra, Australia
Girija CHETTY (Speaker)
12 Jan 2017Activity: Talk or presentation › Invited talk
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International Conference onControl, Automation and Robotics (ICCAR 2016)
Girija CHETTY (Chair) & Maodi Ma (Chair)
28 Apr 2016 → 30 Apr 2016Activity: Participating in or organising an event › Organising a conference, workshop, ...
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Keynote Speech on "“Information Fusion for UAV Surveillance and its applications”
Girija CHETTY (Speaker)
21 Jan 2016Activity: Talk or presentation › Invited talk