Rezaul Begg

Dr. Rezaul Begg received the B.Sc. and M.Sc. Eng degrees in Electrical and Electronic Engineering from Bangladesh University of Engineering and Technology (BUET), Dhaka, Bangladesh, and the Ph.D. degree in Biomedical Engineering from the University of Aberdeen, U.K. Currently he is a Faculty member at Victoria University, Melbourne, Australia. Previously, he worked with Deakin University and BUET. He researches in Biomedical Engineering, Biomechanics and Machine Learning areas, and has published over 100 research papers in these areas. He is a regular reviewer for several international journals, and was on the TPC for a number of major international conferences. He received several awards, including the BUET Gold medal and the Chancellor prize for academic excellence.

Publications

Computational Intelligence in Detecting Abnormal Pressure in the Diabetic Foot
Computational Intelligence in Detecting Abnormal Pressure in the Diabetic Foot
Linah Wafai, Aladin Zayegh, Rezaul K. Begg, John Woulfe. © 2015. 11 pages.
Inertial Measurement Units in Gait and Sport Motion Analysis
Inertial Measurement Units in Gait and Sport Motion Analysis
Braveena K. Santhiranayagagam, XiaoChen Wei, Daniel T. H. Lai, Rezaul K. Begg. © 2015. 13 pages.
Machine Learning for Designing an Automated Medical Diagnostic System
Machine Learning for Designing an Automated Medical Diagnostic System
Ahsan H. Khandoker, Rezaul K. Begg. © 2009. 16 pages.
This chapter describes the application of machine learning techniques to solve biomedical problems in a variety of clinical domains. First, the concept of development and the...
Artificial Intelligence Techniques in Medicine and Healthcare
Artificial Intelligence Techniques in Medicine and Healthcare
Rezaul Begg. © 2009. 8 pages.
Now-a-days, researchers are increasingly looking into new and innovative techniques with the help of information technology to overcome the rapid surge in healthcare costs facing...
Computational Intelligence and Sensor Networks for Biomedical Systems
Computational Intelligence and Sensor Networks for Biomedical Systems
Daniel T.H. Lai, Jussi Pakkanen, Rezaul Begg, Marimuthu Palaniswami. © 2008. 13 pages.
Sensor networks (SN) is an emergent technology which combines small sensors outfitted with wireless transmitters to form a network with more powerful sensing capabilities...
Detection of Gait Patterns in Challenging Environments
Detection of Gait Patterns in Challenging Environments
Kate Lynch, Daniel T.H. Lai, Rezaul Begg. © 2008. 9 pages.
One in three individuals over the age of 65 years (elderly) will fall at least once a year (James, 1993). This probability increases to one in two adults over 80 years (DHA...
Computational Intelligence Techniques
Computational Intelligence Techniques
Bharat Sundaram, Marimuthu Palaniswani, Alistair Shilton, Rezaul Begg. © 2008. 28 pages.
Computational intelligence (CI) encompasses approaches primarily based on artificial neural networks, fuzzy logic rules, evolutionary algorithms, support vector machines and also...
Artificial Intelligence Techniques in Medicine and Health Care
Artificial Intelligence Techniques in Medicine and Health Care
Rezaul Begg. © 2008. 8 pages.
Now-a-days, researchers are increasingly looking into new and innovative techniques with the help of information technology to overcome the rapid surge in health care costs...
Artificial Neural Networks in Finance and Manufacturing
Artificial Neural Networks in Finance and Manufacturing
Joarder Kamruzzaman, Rezaul Begg, Ruhul Sarker. © 2006. 299 pages.
Two of the most important factors contributing to national and international economy are processing of information for accurate financial forecasting and decision making as well...
Computational Intelligence for Movement Sciences: Neural Networks and Other Emerging Techniques
Computational Intelligence for Movement Sciences: Neural Networks and Other Emerging Techniques
Rezaul Begg, Marimuthu Palaniswami. © 2006. 396 pages.
Recent years have seen many new developments in computational intelligence (CI) techniques and, consequently, this has led to an exponential increase in the number of...
Neural Networks in Healthcare: Potential and Challenges
Neural Networks in Healthcare: Potential and Challenges
Rezaul Begg, Joarder Kamruzzaman, Ruhul Sarker. © 2006. 332 pages.
Healthcare costs around the globe are on the rise, creating a strong need for new ways of assisting the requirements of the healthcare system. Besides applications in other...
Modeling and Prediction of Foreign Currency Exchange Markets
Modeling and Prediction of Foreign Currency Exchange Markets
Joarder Kamruzzaman, Ruhul A. Sarker, Rezaul K. Begg. © 2006. 13 pages.
In today’s global market economy, currency exchange rates play a vital role in national economy of the trading nations. In this chapter, we present an overview of neural...
Overview of Movement Analysis and Gait Features
Overview of Movement Analysis and Gait Features
Russell Best, Rezaul Begg. © 2006. 69 pages.
This chapter provides an overview of the commonly used motion analysis approaches and techniques and the key features that are extracted from movement patterns for characterizing...
Computational Intelligence Techniques
Computational Intelligence Techniques
Bharat Sundaram, Marimuthu Palaniswani, Alistair Shilton, Rezaul Begg. © 2006. 33 pages.
Computational intelligence (CI) encompasses approaches primarily based on artificial neural networks, fuzzy logic rules, evolutionary algorithms, support vector machines and also...
Recognition of Gait Patterns Using Support Vector Machines
Recognition of Gait Patterns Using Support Vector Machines
Rezaul Begg, Marimuthu Palaniswami. © 2006. 20 pages.
Automated gait pattern recognition capability has many advantages. For example, it can be used for the detection of at-risk or faulty gait, or for monitoring the progress of...
Overview of Artificial Neural Networks and their Applications in Healthcare
Overview of Artificial Neural Networks and their Applications in Healthcare
Joarder Kamruzzaman, Rezaul Begg, Ruhul Sarker. © 2006. 19 pages.
Artificial neural network (ANN) is one of the main constituents of the artificial intelligence techniques. Like in many other areas, ANN has made a significant mark in the domain...
Movement Pattern Recognition Using Neural Networks
Movement Pattern Recognition Using Neural Networks
Rezaul Begg, Joarder Kamruzzaman. © 2006. 21 pages.
This chapter provides an overview of artificial neural network applications for the detection and classification of various gaits based on their typical characteristics. Gait...
Artificial Intelligence Techniques in Medicine and Health Care
Artificial Intelligence Techniques in Medicine and Health Care
Rezaul Begg. © 2005. 6 pages.
Now-a-days, researchers are increasingly looking into new and innovative techniques with the help of information technology to overcome the rapid surge in health care costs...