| Year | Citation |
|---|---|
| 2020 | Wardah, W., Dehzangi, A., Taherzadeh, G., Rashid, M. A., Khan, M. GM., Tsunoda, T., & Sharma, A. (200707). Predicting protein-peptide binding sites with a deep convolutional neural network. Journal of Theoretical Biology, 496 |
| 2019 | Wardah, W., Khan, M. GM., Sharma, A., & Rashid, M. A. (190801). Protein secondary structure prediction using neural networks and deep learning: A review. Computational Biology and Chemistry, 81 (1-8). |
| 2019 | Islam, M. L., Shatabda, S., Rashid, M. A., Khan, M. GM., & Rahman, M. S. (190401). Protein structure prediction from inaccurate and sparse NMR data using an enhanced genetic algorithm. Computational Biology and Chemistry, 79 (6-15). |
| 2019 | Khan, M. GM., Rashid, M. A., & Sharma, S. (190101). An optimal multivariate cluster sampling design. Communications in Statistics - Theory and Methods, |
Key details
Areas of expertise
- Bioinformatics and biostatistics
- Data science
- Machine Learning
- Big data analytics
- Computational Modelling
Available to supervise research students
Not available for media queries
About Mahmood Rashid
Dr Mahmood Rashid is a Research Officer at the Institute for Sustainable Industries and Liveable Cities of Victoria University. He is also an Adjunct Research Fellow in the Institute for Integrated and Intelligent Systems, Griffith University, since July 2014.
He worked as Senior Lecturer in the School of Computing, Information and Mathematical Sciences at the University of the South Pacific, Fiji (Oct 2015 - Nov 2018). He was also a Postdoctoral Fellow in the Department of Computer and Information Science at the University of Massachusetts Dartmouth (UMassd) , Massachusetts, USA (Oct 2014 - Oct 2015).
Mahmood received his PhD degree in computer science from Griffith University, Queensland, Australia in 2014 majoring in Artificial Intelligence under the supervision of Professor Abdul Satter. He was a Graduate Researcher at NICTA (now data61) during his PhD candidature. He earned his Bachelor of Engineering and Master of Computer Science degrees from Bangladesh.
Prior to pursuing his PhD, he spent several years in the information technology industries as an IT specialist (2000 – 2009). As an IT Team Manager (Consultant) of Maxwell Stamp PLC, UK, he worked in a multi-million dollar project (RIRA Project) — jointly funded by the World Bank and the Department for International Development (DFID) to reform the National Board of Revenue, Bangladesh.
Qualifications
- PhD in Computer Science (AI), Griffith University. Queensland, Australia, 2014
- MSc in Computer Science (Data Mining), IBAIS University, Dhaka, Bangladesh, 2005
- BSc in Engineering (ME), Bangladesh University of Engineering and Technology, Bangladesh
Key publications
Commissioned Research Report (showing 1 of 1)
| Year | Citation |
|---|---|
| 2019 | Rashid, M., Sutherland, D., & Moinuddin, K. (190620). Fire spread prediction across fuel types: Annual project report 2018-2019. Bushfire and Natural Hazards CRC. |
Conference Paper (showing 5 of 13)
| Year | Citation |
|---|---|
| 2019 | Kimata, J. D., Khan, M. GM., Sharma, A., Rashid, M. A., & Tekabu, T. (190101). Forecasting of Currency Exchange Rate Using Artificial Neural Network: A Case Study of Solomon Island Dollar Paper presented at Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (pp. 729-733). |
| 2018 | Singh, M., Ghutla, B., Lilo, Jnr., Mohammed, A. FS., & Rashid, M. A. (181009). Walmart's Sales Data Analysis - A Big Data Analytics Perspective Paper presented at Proceedings - 2017 4th Asia-Pacific World Congress on Computer Science and Engineering, APWC on CSE 2017 (pp. 114-119). |
| 2018 | Kumar, P. P., & Rashid, M. A. (180129). Crowdsourcing based social awareness for taboo diseases like HIV/AIDS Paper presented at ACM International Conference Proceeding Series. |
| 2017 | Baral, S., Shatabda, S., & Rashid, M. A. (170701). CycloAnt: Sequencing cyclic peptides using hybrid ants Paper presented at GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference (pp. 4-11). |
| 2017 | Kishore, R. R., Narayan, S. S., Lal, S., & Rashid, M. A. (170606). Comparative Accuracy of Different Classification Algorithms for Forest Cover Type Prediction Paper presented at Proceedings - Asia-Pacific World Congress on Computer Science and Engineering 2016 and Asia-Pacific World Congress on Engineering 2016, APWC on CSE/APWCE 2016 (pp. 116-123). |
Journal article (showing 4 of 13)
Research funding for the past 5 years
Funding details for this researcher are currently unavailable.
Supervision of research students at VU
Available to supervise research students
Not available for media queries
Other supervision of research students
One student has completed Masters by research under Dr Rashid's supervision at the University of the South Pacific, Fiji and currently, he is supervising one Masters by research student at the University of the South Pacific, Fiji as an external supervisor.
Teaching activities & experience
Mahmood taught at the University of the South Pacific, Fiji from Oct 15 - Nov 18, where he taught and coordinated the following units:
- Big Data Analytics
- Cloud Computing
- Software Engineering and Project Management
- Computing with Python
- Computer Networks and Security.
Key academic roles
| Dates | Role | Department / Organisation |
|---|---|---|
| Jul 2014 - Jul 2019 |
Adjunct Research Fellow
|
Institute for Integrated and Intelligent Systems at Griffith University, Nathan, Queensland, Australia |
| Jan 2016 - Nov 2018 |
Program Coordinator (Bachelor of Network and Security)
|
School of Computing, Information and Mathematical Sciences University of the South Pacific, Suva, Fiji |
| Jan 2018 - Nov 2018 |
Senior Lecturer
|
School of Computing, Information and Mathematical Sciences University of the South Pacific (USP), Suva, Fiji |
| Oct 2015 - Dec 2017 |
Lecturer
|
School of Computing, Information and Mathematical Sciences University of the South Pacific (USP), Suva, Fiji |
| Oct 2014 - Oct 2015 |
Postdoctoral Research Fellow
|
Department of Computer and Information Science University of Massachusetts Dartmouth, MA, USA |
| Jan 2010 - Jul 2014 |
Graduate Researcher
|
National ICT Australia (now Data61 of CSIRO) |
| Dates | Role & Department/Organisation |
|---|---|
| Jul 2014 -
Jul 2019
|
Adjunct Research Fellow
Institute for Integrated and Intelligent Systems at Griffith University, Nathan, Queensland, Australia |
| Jan 2016 -
Nov 2018
|
Program Coordinator (Bachelor of Network and Security)
School of Computing, Information and Mathematical Sciences University of the South Pacific, Suva, Fiji |
| Jan 2018 -
Nov 2018
|
Senior Lecturer
School of Computing, Information and Mathematical Sciences University of the South Pacific (USP), Suva, Fiji |
| Oct 2015 -
Dec 2017
|
Lecturer
School of Computing, Information and Mathematical Sciences University of the South Pacific (USP), Suva, Fiji |
| Oct 2014 -
Oct 2015
|
Postdoctoral Research Fellow
Department of Computer and Information Science University of Massachusetts Dartmouth, MA, USA |
| Jan 2010 -
Jul 2014
|
Graduate Researcher
National ICT Australia (now Data61 of CSIRO) |
Key industry, community & government roles
| Dates | Role | Department/Organisation |
|---|---|---|
| Aug 2008 - Jul 2009 |
Information Systems Manager (Consultant)
|
Road Transport Authority (BRTA), Bangladesh |
| May 2005 - Jul 2008 |
Information Technology Team Manager (Consultant)
|
National Board of Revenue, Bangladesh (RIRA Project) |
| Jan 2003 - Apr 2005 |
Senior Software Engineer
|
Hop Lun Bangladesh LTD, Bangladesh |
| Dates | Role & Department/Organisation |
|---|---|
| Aug 2008 - Jul 2009 |
Information Systems Manager (Consultant)
Road Transport Authority (BRTA), Bangladesh |
| May 2005 - Jul 2008 |
Information Technology Team Manager (Consultant)
National Board of Revenue, Bangladesh (RIRA Project) |
| Jan 2003 - Apr 2005 |
Senior Software Engineer
Hop Lun Bangladesh LTD, Bangladesh |
Professional memberships
- Member, Australian Computer Society
- Member, Project Management Institute
