SS
Saaveethya Sivakumar
Curtin University Malaysia, Monash University, Curtin University, Monash University Malaysia
Research areas: Engineering · Biomedical Engineering · Gait Recognition and Analysis · Context-Aware Activity Recognition Systems · Lower Extremity Biomechanics and Pathologies
0000-0003-3185-0350
Employment
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Curtin University Malaysia Lecturer2021 - Present
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Monash University Research Assistant2018 - 2018
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Monash University Malaysia Teaching Assistant2015 - 2018
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Curtin University Research Assistant2013 - 2014
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Curtin University Malaysia Campus Research Assistant2013 - 2013
Education
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Monash University PhD in Engineering |Thesis Title: Lower Body Gait Kinematics Estimation Using Foot Kinetics. (Specialized in: Machine Learning, Signal Processing and Biomechanics)2015 - 2020
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Curtin University Bachelor of Engineering (B.Eng.) Electronics and Communication Engineering|First Class Honours2010 - 2014
Projects & Funding
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Monash Vice-Chancellor’s International Inter-Campus PhD Mobility Grant Monash University2018 - 2018
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Monash University Malaysia Merit Scholarship Monash University Malaysia2015 - 2020
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Pro Vice-Chancellors Scholarship Curtin University Malaysia2012 - 2014
Publications (19)
- Application of Recently Developed Boosting Ensemble Machine Learning Algorithms in Carbon Capture and Storage Feasibility Assessment to Predict Subsurface Porosity Save
- Automated Transformer Health Prediction: Evaluation of Complexity and Linearity of Models for Prediction Save
- Gait acceleration-based diabetes detection using hybrid deep learning Save
- Outdoor activity classification using smartphone based inertial sensor measurements Save
- Porosity prediction using bagging ensemble machine learning in CCUS reservoirs. A case study: Darling Basin, Australia Save
- Diabetes detection based on machine learning and deep learning approaches Save
- Review on remote heart rate measurements using photoplethysmography Save
- A Review on Neural Network based Gait Estimation Methods Save
- A Review on Oxygen Consumption and Heart Rate Monitoring Methods & Applications Save
- Design and Development of Deep Learning Approach for Dental Implant Planning Save
- Design and Development of Multi-Model Deep Learning based Approach for Scaling the Severity of Mental Disorders Save
- Joint Angle Analysis with IMU Sensors for Gait Save
- Ovarian cancer detection using optimized machine learning models with adaptive differential evolution Save
- Cloud-based Nocturnal Blood Pressure Monitoring System for Detecting Potential Hypertensive Individuals Save
- High-Intensity Interval Training Exercise Recognition using Smartwatch Save
- Joint angle estimation with wavelet neural networks Save
- Artificial neural network based ankle joint angle estimation using instrumented foot insoles Save
- Estimation Of Joint Angle From Ground Reaction Force In Human Gait Save
- ANN for gait estimations: A review on current trends and future applications Save