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Research Output for Abbas Khosravi

Note: The 2012, 2013, 2014 publications have not been audited.

Jump to: Publications | Grants and Consultancies | HDR completions

Publications

2014 Centre for Intelligent Systems Research

Kavousi-Fard, Abdollah*, Niknam, Taher* and Khosravi, Abbas (2014) Multi-objective probabilistic distribution feeder reconfiguration considering wind power plants, International journal of electrical power and energy systems, vol. 55, pp. 680-691, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 4478 – Scopus EID: 2-s2.0-84887295130
Citation counts: Scopus - 6
DRO entry for this publication

Khosravi, Abbas and Nahavandi, Saeid (2014) Load forecasting using interval type-2 fuzzy logic systems : optimal type reduction, IEEE Transactions on industrial informatics, vol. 10, no. 2, pp. 1055-1063, IEEE, Piscataway, N. J. [C1]
ERA journal ID: 41168 – Scopus EID: Not tagged
DRO entry for this publication

Quan, Hao*, Srinivasan, Dipti* and Khosravi, Abbas (2014) Short-term load and wind power forecasting using neural network-based prediction intervals, IEEE transactions on neural networks and learning systems, vol. 25, no. 2, pp. 303-315, IEEE, Piscataway, N.J. [C1]
ERA journal ID: Not matching ERA journal list
Citation counts: Scopus - 9, Thomson - 5
DRO entry for this publication

Quan, Hao*, Srinivasan, Dipti* and Khosravi, Abbas (2014) Particle swarm optimization for construction of neural network-based prediction intervals, Neurocomputing, vol. 127, pp. 172-180, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 18092 – Scopus EID: 2-s2.0-84886435740
DRO entry for this publication

2013 Centre for Intelligent Systems Research

Rana, Mashud*, Koprinska, Irena* and Khosravi, Abbas (2013) Feature selection for neural network-based interval forecasting of electricity demand data, in Mladenov, Valeri (eds), Artificial neural networks and machine learning - ICANN 2013 : 23rd International Conference on Artificial Neural Networks, Sofia, Bulgaria, September 10-13, 2013 : proceedings, pp. 389-396, Springer, Berlin, Germany [B1]
DRO entry for this publication

Araghi, Sahar, Khosravi, Abbas, Johnstone, Michael and Creighton, Douglas (2013) A novel modular Q-learning architecture to improve performance under incomplete learning in a grid soccer game, Engineering applications of artificial intelligence, vol. 26, no. 9, pp. 2164-2171, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 32032 – Scopus EID: 2-s2.0-84878476283
DRO entry for this publication

Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2013) Quantifying uncertainties of neural network-based electricity price forecasts, Applied energy, vol. 112, pp. 120-129, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 4005 – Scopus EID: 2-s2.0-84879800748
Citation counts: Scopus - 6
DRO entry for this publication

Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2013) Prediction intervals for short-term wind farm power generation forecasts, IEEE Transactions on sustainable energy, vol. 4, no. 3, pp. 602-610, IEEE, Piscataway, N.J. [C1]
ERA journal ID: 123776 – Scopus EID: 2-s2.0-84880255073
Citation counts: Scopus - 16, Thomson - 13
DRO entry for this publication

Khosravi, Abbas and Nahavandi, Saeid (2013) Combined nonparametric prediction intervals for wind power generation, IEEE transactions on sustainable energy, vol. 4, no. 4, pp. 849-856, IEEE, Piscataway, New Jersey [C1]
ERA journal ID: 123776 – Scopus EID: 2-s2.0-84875938077
Citation counts: Scopus - 1, Thomson - 8
DRO entry for this publication

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: 2-s2.0-84871765209
Citation counts: Scopus - 8, Thomson - 7
DRO entry for this publication

Araghi, Sahar, Khosravi, Abbas, Johnstone, Michael and Creighton, Doug (2013) Q-learning method for controlling traffic signal phase time in a single intersection, in Marchau, Vincent (eds), ITSC 2013 : Intelligent transportation systems for all transport modes : Proceedings of the IEEE Intelligent Transport Systems 2013 International Conference, pp. 1261-1265, IEEE, Piscataway, N. J. [E1]
DRO entry for this publication

Araghi, Sahar, Khosravi, Abbas, Johnstone, Michael and Creighton, Doug (2013) Intelligent traffic light control of isolated intersections using machine learning methods, in Unknown (ed.), SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, pp. 3621-3626, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Hassan, Saima*, Khosravi, Abbas and Jaafar, Jafreezal* (2013) Variance-covariance based weighing for neural network ensembles, in Unknown (ed.), SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, pp. 3214-3219, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Hassan, Saima*, Khosravi, Abbas and Jaafar, Jafreezal* (2013) Bayesian model averaging of load demand forecasts from neural network models, in Unknown (ed.), SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, pp. 3192-3197, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Hassan, Saima*, Khosravi, Abbas and Jaafar, Jafreezal* (2013) Neural network ensemble : evaluation of aggregation algorithms for electricity demand forecasting, in Unknown (ed.), IJCNN 2013 : Proceedings of the 2013 International Joint Conference on Neural Networks, pp. 2133-2138, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Hosen, Mohammad Anwar, Khosravi, Abbas, Nahavandi, Saeid and Creighton, Douglas (2013) Control of polystyrene batch reactor using fuzzy logic controller, in Unknown (ed.), SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, pp. 4516-4521, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Khatami, Seyed A.*, Khosravi, Abbas and Nahavandi, Saeid (2013) A new approach based on support vector machine for solving stochastic optimization, in Unknown (ed.), SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, pp. 2498-2503, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Khatami, Seyed A.*, Mirhabibi, Alireza*, Khosravi, Abbas and Nahavandi, Saeid (2013) Artificial neural network analysis of twin tunnelling-induced ground settlements, in Unknown (ed.), SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, pp. 2492-2498, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Khosravi, Abbas, Nahavandi, Saeid and Khosravi, Rihanna (2013) A new neural network-based type reduction algorithm for interval type-2 fuzzy logic systems, in Unknown (ed.), FUZZ-IEEE 2013 : Proceedings of the IEEE International Conference on Fuzzy Systems, pp. 1-6, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Khosravi, Abbas, Nahavandi, Saeid and Khosravi, Rihanna (2013) Evaluation and comparison of type reduction algorithms from a forecast accuracy perspective, in Unknown (ed.), FUZZ-IEEE 2013 : Proceedings of the IEEE International Conference on Fuzzy Systems, pp. 1-7, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Nguyen, T., Khosravi, A., Nahavandi, S. and Creighton, D. (2013) Neural network and interval type-2 fuzzy system for stock price forecasting, in Unknown (ed.), FUZZ-IEEE 2013 : Proceedings of the IEEE International Conference on Fuzzy Systems, pp. 1-8, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Nguyen, Thi, Khosravi, Abbas, Creighton, Douglas and Nahavandi, Saeid (2013) Epidemiological dynamics modeling by fusion of soft computing techniques, in Unknown (ed.), IJCNN 2013 : Proceedings of the IEEE Neural Networks 2013 International Joint Conference, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Quan, Hao*, Srinivasan, Dipti*, Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2013) Construction of neural network-based prediction intervals for short-term electrical load forecasting, in Unknown (ed.), CIASG 2013 : Proceedings of the 2013 IEEE Computational Intelligence Applications in Smart Grid, pp. 66-72, IEEE, Piscataway, N. J. [E1]
DRO entry for this publication

Rana, Mashud*, Koprinska, Irena*, Khosravi, Abbas and Agelidis, Vassilios G.* (2013) Prediction intervals for electricity load forecasting using neural networks, in Unknown (ed.), IJCNN 2013 : Proceedings of the 2013 International Joint Conference on Neural Networks, pp. 948-955, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Shahzadeh, Abbas*, Khosravi, Abbas and Nahavandi, Saeid (2013) Path planning for CNC machines considering centripetal acceleration and jerk, in Unknown (ed.), SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, pp. 1759-1764, IEEE, Piscataway, N.J. [E1]
DRO 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 - 26, Thomson - 16
DRO entry for this publication

Hassan, Saima*, Khosravi, Abbas and Jaafar, Jafreezal* (2012) Improving load forecasting accuracy through combination of best forecasts, in Unknown (ed.), POWERCON 2012 : Proceedings of the 2012 IEEE International Conference on Power System Technology, pp. 1-6, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

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 [E1]
DRO entry for this publication

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 [E1]
DRO entry for this publication

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. [E1]
DRO entry for this publication

Khosravi, Abbas, Nahavandi, Saeid, Creighton, Doug and Naghavizadeh, Reihaneh* (2012) Uncertainty quantification for wind farm power generation, in unknown (ed.), IJCNN/WCCI 2012 : Proceedings of the 2012 International Joint Conference on Neural Networks, pp. 309-314, IEEE, Piscataway, N. J. [E1]
DRO entry for this publication

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/WCCI 2012 : Proceedings of the IEEE 2012 International Conference on Fuzzy Systems, pp. 1504-1510, IEEE Computer Society, Los Alamitos, Calif. [E1]
Citation counts: Scopus - 2
DRO entry for this publication

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, pp. 647-653, IEEE, Piscataway, N. J. [E1]
DRO entry for this publication

2011 Centre for Intelligent Systems Research

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: Scopus - 17, Thomson - 17
DRO entry for this publication

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: 2-s2.0-79952186591
Citation counts: Scopus - 34, Thomson - 31
DRO entry for this publication

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: 2-s2.0-80052409097
Citation counts: Scopus - 37, Thomson - 32
DRO entry for this publication

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: 2-s2.0-80052419781
Citation counts: Scopus - 17, Thomson - 15
DRO entry for this publication

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: 2-s2.0-79958092546
Citation counts: Scopus - 30, Thomson - 26
DRO entry for this publication

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: Scopus - 6
DRO entry for this publication

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: Scopus - 6
DRO entry for this publication

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: Scopus - 4
DRO entry for this publication

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]
DRO entry for this publication

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]
DRO entry for this publication

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: Scopus - 37, Thomson - 29
DRO entry for this publication

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: Scopus - 24, Thomson - 23
DRO entry for this publication

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]
DRO entry for this publication

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-s2.0-76649101078
DRO entry for this publication

Khosravi, 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-s2.0-76249109711
DRO entry for this publication

Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2009) Constructing prediction intervals for neural network metamodels of complex systems, in Unknown (ed.), IJCNN 2009 : Proceedings of the IEEE Neural Networks 2009 international joint conference, pp. 1576-1582, IEEE, Piscataway, N.J. [E1]
Citation counts: Scopus - 10
DRO entry for this publication

Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2009) Estimating performance indexes of a baggage handling system using metamodels, in Unknown (ed.), ICIT 2009 : Future technology in service of regional industry : Proceedings of the IEEE Industrial Tecnology 2009 international conference, pp. 1-6, IEEE, Piscataway, N. J. [E1]
DRO entry for this publication

Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2009) Interpreting and modeling baggage handling systems as a system of systems, in Unknown (ed.), ICIT 2009 : Future technology in service of regional industry : Proceedings of the IEEE Industrial Tecnology 2009 international conference, pp. 1-6, IEEE, Piscataway, N. J. [E1]
DRO entry for this publication

Khosravi, Abbas, Nahavandi, Saeid and Creighton, Doug (2009) Developing optimal neural network metamodels based on prediction intervals, in Unknown (ed.), IJCNN 2009 : Proceedings of the IEEE Neural Networks 2009 international joint conference, pp. 1583-1589, IEEE, Piscataway, N.J. [E1]
Citation counts: Scopus - 6
DRO entry for this publication

Grants and Consultancies

All years

Research Income - National Competitive Grants

Nahavandi, S, Creighton, D, Khosravi, A and Srinivasan, D*. Uncertainty Quantification Using Type-2 Fuzzy Systems, ARC Grant - Discovery Projects [T]

  • 2013: $97,059
  • 2012: $93,463

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: Monday 20th October 2014 10:04pm

Deakin University acknowledges the traditional land owners of present campus sites.

23rd July 2011