Photoplethysmogram Derived Cardio-Respiratory Biomarkers for Sleep Monitoring Mohammod Abdul Motin, PhD, 2019 [Currently working as a Research Fellow at Royal Melbourne Institute of Technology (RMIT), Australia]
Finite-time algorithms and performance bounds for real-time Internet of Things Bigi Varghese Philip, PhD, 2019
Analysing Irregularity and Complexity in Short-length Heart Rate Variability Signals Radhagayathri K. Udhayakumar, PhD, 2019
Privacy-preserving machine learning and data aggregation for Internet of Things Lingjuan Lyu, PhD, 2018
[Currently working as a Research Fellow at Australian National University, Australia]
Big data cluster analysis and its applications Punit Rathore, PhD, 2018
[Currently working as a Postdoctoral Research Fellow at Massachusetts Institute of Technology (MIT), USA]
Non-invasive convulsive seizure assessment using wearable accelerometer device Shitanshu Kusmakar, PhD, 2018 [Currently working as a Research Fellow, Deakin University, Australia]
Pedestrian Head Detection in Deep Motion Networks Fu-Chun Hsu, PhD, 2017
[Currently working as a Senior Data Scientist at National Australia Bank (NAB), Australia]
Big Data Clustering for Smart City Applications Dheeraj Kumar, PhD, 2016 [Currently working as an Assistant Professor at Indian Institute of technology (IIT), Roorkee, India]
Modeling Fetal Cardiac Valve Intervals and Fetal-Maternal Interactions Faezeh Marzbanrad, PhD, 2015 [Currently working as a Lecturer at Monash Univeristy, Australia]
Crowd Behavior Analysis Using Video Analytics Aravinda Sridhara Rao, PhD, 2015 [Currently working as a Research Fellow at Univeristy of Melbourne, Australia]
Analysis of Beat-to-Beat Ventricular Repolarization Duration Variability from Electrocardiogram Signal Mohammad Hasan Imam, PhD, 2015 [Currently working as a Senior Assistant Professor, American International University, Bangladesh]
Novel Techniques for Dynamical Heart Rate Variability Analysis Using Poincaré Plot Chandan Kumar Karmakar, PhD, 2012 [Currently working as a Lecturer in Computer Science, Deakin University, Australia]
Flow Control and Performance Optimization for Multi-Service Networks Jiong Jin, PhD, 2010 [Currently working as a Senior Lecturer, Swinburne University of Technology, Australia]
Stochastic Routing Models in Sensor Networks Paul Keeler, PhD, 2010 (Jointly with Prof Peter Taylor)
Anomaly Detection in Wireless Sensor Networks Sutharshan Rajasegarar, PhD, 2009 [Currently working as a Senior Lecturer at Deakin University, Australia]
Independent Component Analysis for Biomedical Application Ganesh Naik, PhD, 2008 (jointly with Prof. Chris Leckie) [Currently working as a Postdoctoral Research Fellow, Western Sydney University, Australia]
Algorithms for Protein Structure Prediction Jayavardhana Gubbi, PhD, 2007 [Currently working as a Senior Scientist, TCS Innovation Labs, India]
Subspace Optimization Algorithms for Training Support Vector Machines Tze Huei Lai (Daniel), PhD, 2006 (Co-supervisor, primary supervisor: N. Mani) [Currently working as an Associate Professor, Victoria University, Australia]
Design and Training of Support Vector Machines Alistair Shilton, PhD, 2006 [Currently working as an Associate Research Fellow, Deakin University, Australia]
Spectral Methods for Information Retrieval Laurence Park, PhD, 2003 (second supervisor Rao Kotagiri) [Currently working as a Lecturer, Western Sydney University, Australia]
Optimal Flow Control in Packet Switched Networks Weihua Wang, PhD, 2003
Intelligent Control of Automotive Engines Chris Manzie, PhD, 2001 (Second Supervisor: H.Watson) [Currently working as the Head of the Department of Electrical and Electronic Engineering, University of Melbourne, Australia]
Dynamic Channel Assignment using Neural Networks Dushy Tissainayagam, PhD, 2000 (Second Supervisor: D. Everitt) [He joined The Centre for Defence Communications and information Networking, The University of Adelaide, Australia, where he is a Business Development Manager and Senior Analyst.]
Reconfigurable Neurocomputers: Rapid Protyping and Design Synthesis of Artificial Neural Networks for Field Programmable Gate Arrays Suthikshn Kumar, PhD, 1996 [He is currently working as an Associate Professor, HoD-CSE and HoD-EE, Defence Institute of Advanced Technology (DIAT), Pune, India]
Image Coding Using Vector Quantisation with Neural Networks L.H. Andrew, PhD, 1996 [Currently, a Senior Research Fellow, Monash University, Australia]
Solving Combinatorial Optimisation Problems Using Neural Networks Kate Smith, PhD, 1996 [Current: Laureate Fellow, Professor of Applied Mathematics in the School of Mathematics and Statistics, University of Melbourne, Australia]
Gated Neural Networks for Three Dimensional Object Recognition Systems Venkatachalam Chandrasekaran, PhD, 1995 (Co Supervisor: T. Caelli) [Currently, Honorary Professor (Full Time) and Co-Convener Research Conferment Cell, Department of Mathematics and Computer Science, Sri Sathya Sai Institute of Higher Learning, India]
Robust Variable Structure Control for Rigid Robotic Manipulators Zhihong Man, PhD, 1993 [Currently, Professor of Engineering, Swinburne University of Technology, Australia]
Robustness Issues of Adaptive Control Feng Gang Gary, PhD, 1991 [Currently, Chair Professor, Department of Mechanical and Biomedical Engineering, City University of Hong Kong]
Graduated Students (MPhil., M.Eng.Sc.) - 16
Automatic assessment system for quantification and classification of pure tremor and Parkinsonian tremor Rajesh Ranjan, M.Phil., 2019
Acoustic beamforming analysis for wearable blind aid applications Wei Shen William Lim, M.Phil., 2018
Automatic Analysis of 4D Laryngeal CT Scans to Assist Diagnosing of Voice Disorders Sajini R. G. Hewavitharanage, M.Phil., 2017 [Currently working as a Software Engineer - Medical Devices, 4Dx, Australia]
Methods for improving foot motion measurement using inertial sensors Edgar Charry, M. Eng. Sc., 2010
Machine Learning with applications to Bioinformatics Ben Rubinstein, M. Eng. Sc., 2009 (Jointly Rao Kotagiri, Computer Science and Software Engg Dept.) [Current: A/Prof. Computing & Information Systems, Univeristy of Melbourne, Australia]
Neural Networks in Three Medical Applications Trefor Morgan, M.Eng. Sc., 1995.
Neural Networks Applications to Cellular Mobile Communication systems Stephen Terrill, M.Eng. Sc. 1995 (co-supervised with Prof. D. Everitt)
Neural Networks for Image Processing Applications Stan Skafidas, M. Eng. Sc, 1995 [Currently, Professor of Electrical and Electronic Engineering, and Director for Centre for Neural Engineering, University of Melbourne, Australia]
Interleaving Techniques for High Speed Data Transmission Wing Hong Hui, M.Eng.Sc., 1993.
Optical Character Recognition using Neural Networks David Au, M.Eng.Sc (Cog. Sc.), 1993.
Dynamic Channel Assignment for Cellular Mobile Communication Systems using Neural Networks P.T.H. Chan, M. Eng. Sc., September, 1992. (co-supervised with Assoc. Prof. D. Everitt)
The Identification and Control of Nonlinear Systems using Neural Networks Philip Malin, M.Eng. Sc., May 1993.
Pattern Classification, Image Restoration, and Image Coding using Neural Networks Sharad Thacore, M.Eng. Sc., 1993.
Sampling Rate and Stability of Hybrid Adaptive Control Uthai Chaiswankit,M. Eng. Sc, 1992. (Co-supervised with Dr. C. Zhang)
Filter Structures for Edge Detection in Images R. Oxbrow, M. App.Sc., 1991.
Neural Networks for Pattern Classification Problems in Control and Image Processing Vincent Pang, M.Eng. Sc., 1990.