CISR members

Dr Abbas Khosravi

Research interests:

- Neural networks
- Fuzzy logic systems (type 1 and 2)
- Computational intelligence
- Evolutionary optimisation
- Uncertainty quantification
- Application of AI-based methods for decision-making

Abbas is a reviewer for the following Scholarly Journals:
- IEEE Transactions on Neural Networks
- Neural Networks
- IEEE Transaction on Power Systems

Qualifications:

• 2010 PhD, Deakin University
• 2005 Master of Science (Electrical Engineering-Control), Amirkabir University of Technology
• 2002, Bachelor of Science (Electrical Engineering-Control), Sharif University of Technology

Relevant employment history:

2010-present: Research Fellow, Centre for Intelligent Systems Research, Deakin University, Australia

2007-2010: PhD, Deakin University, Australia

2006-2007: Research Fellow, University of Girona, Spain

A list of the ten most significant relevant publications for the last five years:

1. A. Khosravi, S. Nahavandi, D. Creighton, A. Atiya, "A Comprehensive Review of Neural Network-based Prediction Intervals", IEEE Transactions on Neural Networks, DOI: 10.1109/TNN.2011.2162110, Accepted on 9 Jul 2011.
2. A. Khosravi, S. Nahavandi, D. Creighton, "Prediction Interval Construction and Optimization for Adaptive Neuro Fuzzy Inference", IEEE Transactions on Fuzzy Systems, In Press, Available on line 27-Mar-2011.
3. A. Khosravi, S. Nahavandi, D. Creighton, A. Atiya, "Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals", IEEE Transactions on Neural Networks, Vol. 22, No. 3, 2011, pp. 337-346.
4. A. Khosravi, S. Nahavandi, D. Creighton, "Construction of Optimal Prediction Intervals for Load Forecasting Problem", IEEE Transactions on Power Systems, Vol. 25, No. 3, 2010, pp. 1496-1503.
5. A. Khosravi, E. Mazloumi, S. Nahavandi, D. Creighton, J. W. C. van lint, "A Genetic Algorithm-based Method for Improving Quality of Travel Time Prediction Intervals", Transportation Research: Part C Emerging Technologies, In Press, Available online 15 June 2011.
6. A. Khosravi, S. Nahavandi, D. Creighton, "A prediction interval-based approach to determine optimal structures of neural network metamodels", Expert Systems with Applications, Vol. 7, No. 3, 15, 2010, pp. 2377-2387.
7. A. Khosravi, E. Mazloumi, S. Nahavandi, D. Creighton, J. W. C. van lint, "Prediction Intervals to Account for Uncertainties in Travel Time Prediction", IEEE Transactions on Intelligent Transportation Systems, Vol. 12, No. 3, 2011, pp. 537-547.
8. A. Khosravi, J. Melendez, J. Colomer, "Classification of Sags Gathered in Distribution Substations Based on MPCA", Electric Power System Research Journal, Vol. 79, No. 1, 2009, pp. 144-151.
9. A. Khosravi, Jie Lu, "An ANFIS-based data-driven approach for fault accommodation", International Journal of System Science, Vol. 32, No. 4, 2007.
10. A. Khosravi, S. Nahavandi, D. Creighton, "Forecasting and Neural Networks: A Prediction Interval-Based Perspective", B.K. Panigrahi et al. (Eds.): Book Series Computational Intelligence in Power Engineering, SCI 302, pp. 131-150.

University recorded publications

Researcher output profile for Dr Abbas Khosravi

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