Research Output for Abbas Khosravi
Note: The 2012, 2013 publications have not been audited.
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Publications
2013 Centre for Intelligent Systems Research
Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2013) A neural network-GARCH-based method for construction of prediction intervals, Electric power systems research, vol. 96, pp. 185-193, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 4408 – Scopus EID: Not taggedDRO entry for this publication
2012 Centre for Intelligent Systems Research
Khosravi, Abbas, Nahavandi, Saeid, Creighton, Doug and Srinivasan, Dipti* (2012) Interval type-2 fuzzy logic systems for load forecasting : a comparative study, IEEE transactions on power systems, vol. 27, no. 3, pp. 1274-1282, IEEE, Piscataway, N. J [C1]
ERA journal ID: 4461 – Scopus EID: 2-s2.0-84864290302
Citation counts:Scopus - 2
Khosravi, Abbas, Nahavandi, Saeid, Creighton, Doug and Naghavizadeh, Reihaneh (2012) Prediction interval construction using interval type-2 fuzzy logic systems, in Unknown (ed.), FUZZ-IEEE 2012 : Proceedings of the IEEE 2012 International Conference on Fuzzy Systems, IEEE Computer Society, Los Alamitos, Calif. [E1]
Khosravi, Abbas, Nahavandi, Saeid, Creighton, Doug and Naghavizadeh, Reihaneh* (2012) Uncertainty quantification for wind farm power generation, in unknown (ed.), Proceedings of the 2012 International Joint Conference on Neural Networks, pp. 1-6, IEEE, Piscataway, N. J. [E1]
Quan, Hao*, Srinivasan, Dipti* and Khosravi, Abbas (2012) Construction of neural network-based prediction intervals using particle swarm optimization, in Unknown (ed.), IJCNN/WCCI 2012 : Proceedings of the 2012 International Joint Conference on Neural Networks, IEEE, Piscataway, N. J. [E1]
Hosen, Mohammad Anwar, Khosravi, Abbas, Nahavandi, Saeid, Creighton, Douglas and Hussain, Mohd Azlan* (2012) Performance analysis of two advanced controllers for polystyrene polymerization in batch reactor, in Unknown (ed.), WCECS 2012 : Proceedings of the World Congress on Engineering and Computer Science, pp. 729-732, Newswood Limited, Hong Kong [E2]
Hosen, Mohammad Anwar, Hussain, Mohd Azlan*, Khosravi, Abbas, Creighton, Douglas and Nahavandi, Saeid (2012) Investigation of process dynamics and control of polystyrene batch reactor using hybrid model, in Unknown (ed.), WCECS 2012 : Proceedings of the World Congress on Engineering and Computer Science, pp. 765-769, Newswood Limited, Hong Kong [E2]
Khosravi, Abbas, Nahavandi, Saeid, Creighton, Douglas and Jaafar, Jafreezal* (2012) Wind farm power uncertainty quantification using a mean-variance estimation method, in Unknown (ed.), POWERCON 2012 : Proceedings of the 2012 IEEE International Conference on Power System Technology, pp. 1-6, IEEE, Piscataway, N.J. [E2]
2011 Centre for Intelligent Systems Research
Khosravi, Abbas, Mazloumi, Ehsan*, Nahavandi, Saeid, Creighton, Doug and van Lint, J.W.C. (Hans)* (2011) Prediction intervals to account for uncertainties in travel time prediction, IEEE transactions on intelligent transportation systems, vol. 12, no. 2, pp. 537-547, IEEE, Piscataway, N. J. [C1]
ERA journal ID: 3746 – Scopus EID: Not tagged
Citation counts:Thomson - 12
Khosravi, A., Nahavandi, S., Creighton, D. and Atiya, A.F.* (2011) Lower upper bound estimation method for construction of neural network-based prediction intervals, IEEE Transactions on Neural Networks, vol. 22, no. 3, pp. 337-346, IEEE, Piscataway, NJ [C1]
ERA journal ID: 4458 – Scopus EID: Not tagged
Citation counts:Khosravi, Abbas, Mazloumi, Ehsan*, Nahavandi, Saeid, Creighton, Doug and Van Lint, J. W. C.* (2011) A genetic algorithm-based method for improving quality of travel time prediction intervals, Transportation research part C, vol. 19, no. 6, pp. 1364-1376, Pergamon, Oxford, United Kingdom [C1]
ERA journal ID: 4300 – Scopus EID: Not tagged
Citation counts:Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2011) Prediction interval construction and optimization for adaptive neurofuzzy inference systems, IEEE transactions on fuzzy systems, vol. 19, no. 5, pp. 983-988, IEEE, Piscataway, N.J. [C1]
ERA journal ID: 17872 – Scopus EID: 2-s2.0-80053644209
Citation counts:Khosravi, A., Nahavandi, S., Creighton, D. and Atiya, A.F.* (2011) Comprehensive review of neural network-based prediction intervals and new advances, IEEE Transactions on Neural Networks, vol. 22, no. 9, pp. 1341-1356, IEEE, Piscataway, N. J [C1]
ERA journal ID: 4458 – Scopus EID: Not tagged
Citation counts:Khosravi, Abbas, Nahavandi, Saeid, Creighton, Doug and Srinivasan, Dipti* (2011) Optimizing the quality of bootstrap-based prediction intervals, in Unknown (ed.), IJCNN 2011 : Proceedings of the International Joint Conference on Neural Networks, pp. 3072-3078, IEEE, Piscataway, N. J. [E1]
Citation counts:Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2011) Short term load forecasting using interval type-2 fuzzy logic systems, in Unknown (ed.), FUZZ 2011 : Proceedings of the IEEE 2011 International Conference on Fuzzy Systems, pp. 502-508, IEEE, Piscataway, N. J. [E1]
Citation counts:Srinivasan, Dipti*, Guofan, Zhang*, Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2011) Hybrid neural-evolutionary model for electricity price forecasting, in Unknown (ed.), IJCNN 2011 : Proceedings of the International Joint Conference on Neural Networks, pp. 3164-3169, IEEE, San Jose, Calif. [E1]
Citation counts:2010 Centre for Intelligent Systems Research
Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2010) Developing a robust prediction interval based criterion for neural network model selection, in Wong, Kok Wai; Mendi, B. Sumudu U. and Bouzerdoum, Abdesselam (eds), Neural Information processing: models and applications, pp. 727-734, Springer, Heidelberg , Germany [B1]
Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2010) Load forecasting and neural networks : a prediction interval-based perspective, in Panigrahi, Bijaya Ketan; Abraham, Ajith and Das, Swagatam (eds), Computational intelligence in power engineering, pp. 131-150, Springer, Berlin, Germany [B1]
Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2010) Construction of optimal prediction intervals for load forecasting problems, IEEE transactions on power systems, vol. 25, no. 3, pp. 1496-1503, IEEE, Piscataway, N.J. [C1]
ERA journal ID: 4461 – Scopus EID: 2-s2.0-77954834717
Citation counts:Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2010) A prediction interval-based approach to determine optimal structures of neural network metamodels, Expert systems with applications, vol. 37, no. 3, pp. 2377-2387, Pergamon, Oxford, England [C1]
ERA journal ID: 17852 – Scopus EID: 2-s2.0-70449526290
Citation counts:Khosravi, Abbas, Nahavandi, Saeid, Creighton, Doug and Gunn, Bruce (2010) Predicting amount of saleable products using neural network metamodels of casthouses, in Unknown (ed.), ICARCV 2010 : 11th International Conference on Control, Automation, Robotics and Vision, pp. 2018-2023, IEEE, Piscataway, N.J. [E1]
2009 Centre for Intelligent Systems Research
Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2009) Integrating simulated annealing and delta technique for constructing optimal prediction intervals, Lecture notes in computer science, vol. 5863, pp. 285-292, Springer, Heidelberg, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-76649101078Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2009) Improving prediction interval quality : a genetic algorithm-based method applied to neural networks, Lecture notes in computer science, vol. 5864, pp. 141-149, Springer, Heidelberg, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-76249109711Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2009) Developing optimal neural network metamodels based on prediction intervals, in Unknown (ed.), IJCNN 2009 : International Joint Conference on Neural Networks, pp. 1583-1589, IEEE, Piscataway, N.J. [E1]
Citation counts:Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2009) Constructing prediction intervals for neural network metamodels of complex systems, in Unknown (ed.), IJCNN 2009 : International Joint Conference on Neural Networks, pp. 1576-1582, IEEE, Piscataway, N.J. [E1]
Citation counts:Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2009) Estimating performance indexes of a baggage handling system using metamodels, in Unknown (ed.), ICIT 2009 : IEEE International Conference on Industrial Tecnology : Future technology in service of regional industry, pp. 1-6, IEEE, Piscataway, N. J. [E1]
Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2009) Interpreting and modeling baggage handling systems as a system of systems, in Unknown (ed.), ICIT 2009 : IEEE International Conference on Industrial Tecnology : Future technology in service of regional industry, pp. 1-6, IEEE, Piscataway, N. J. [E1]
Grants and Consultancies
No grants and/or consultancies found or audited – the 2012 HERDC financial return has not been completed or loaded as yet.
Higher Degree by Research Completions supervised by Abbas Khosravi
No completions found or audited.
- Legend:
- * Not a member of Deakin University at time of output.
DRO to publications collection last synchronised: Saturday 18th May 2013 10:04pm
