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Deakin Research

Research Output for Douglas Creighton

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

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Publications

2014 Centre for Intelligent Systems Research

Nasir, Mojdeh, Lim, Chee Peng, Nahavandi, Saeid and Creighton, Douglas (2014) Inclusion of environmental effects in steering behaviour modelling using fuzzy logic, Expert systems with applications, vol. 41, no. 4, pp. 1901-1914, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 17852 – Scopus EID: 2-s2.0-84884517202
DRO entry for this publication

2013 Centre for Intelligent Systems Research

Abdi, Hamid, Creighton, Doug and Nahavandi, Saeid (2013) A sustainable energy saving method for hotels by green hotel deals, in Hakansson, A.; Hojer, Mattias; Howlett, Robert J. and Jain, Lakhmi C. (eds), Sustainability in energy and buildings : proceedings of the 4th International Conference on Sustainability in Energy and Buildings (SEB'12, pp. 669-677, Springer, Berlin, Germany [B1]
DRO entry for this publication

Nahavandi, Saeid, Creighton, Doug, Johnstone, Michael, Le, Vu Thanh and Zhang, James (2013) Simulation-based knowledge management in airport operations, in Fathi, Madjid (eds), Integration of practice-oriented knowledge technology : trends and prospectives, pp. 83-95, 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

Beliakov, G., Creighton, D., Johnstone, M. and Wilkin, T. (2013) Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers, Computer physics communications, vol. 184, no. 8, pp. 1999-2004, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 962 – Scopus EID: 2-s2.0-84877691156
DRO entry for this publication

Gu, Nong, Cao, Zhiqiang*, Xie, Liangjun*, Creighton, Douglas, Tan, Min* and Nahavandi, Saeid (2013) Identification of concurrent control chart patterns with singular spectrum analysis and learning vector quantization, Journal of intelligent manufacturing, vol. 24, no. 6, pp. 1241-1252, Chapman and Hall, London, England [C1]
ERA journal ID: 35991 – Scopus EID: 2-s2.0-84861437913
Citation counts: Scopus - 3
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 - 2, Thomson - 2
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 - 3
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 - 6
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

Farag, Sara, Abdelrahman, Wael, Creighton, Douglas and Nahavandi, Saeid (2013) Automatic deformation transfer for data-driven haptic rendering, in Unknown (ed.), INDIN 2013 : Proceedings of the 2013 11th IEEE International Conference on Industrial Informatics, pp. 264-269, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Farag, Sara, Abdelrahman, Wael, Nahavandi, Saeid and Creighton, Douglas (2013) Towards a parameterless 3D mesh segmentation, in Zhu, Zeng (eds), ICGIP 2012 : Proceedings of the 4th International Conference on Graphic and Image Processing, pp. 1-8, SPIE, Singapore [E1]
DRO entry for this publication

Farag, Sara, Abdelrahman, Wael, Creighton, Douglas and Nahavandi, Saeid (2013) Extracting 3D mesh skeletons using antipodal points locations, in Unknown (ed.), UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, pp. 135-139, IEEE Computer Society, Piscataway, N.J. [E1]
DRO entry for this publication

Haggag, Hussein., Hossny, M., Nahavandi, S. and Creighton, D. (2013) Real time ergonomic assessment for assembly operations using kinect, in Unknown (ed.), UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, pp. 495-500, IEEE Computer Society, Piscataway, N.J. [E1]
DRO entry for this publication

Hanoun, Samer, Khan, Burhan, Johnstone, Michael, Nahavandi, Saeid and Creighton, Doug (2013) An effective heuristic for stockyard planning and machinery scheduling at a coal handling facility, in Unknown (ed.), INDIN 2013 : Proceedings of the 2013 11th IEEE International Conference on Industrial Informatics, pp. 206-211, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Hassan, Marwa, Hossny, Mohammed, Nahavandi, Saeid and Creighton, Douglas (2013) Quantifying heteroskedasticity using slope of local variances index, in Unknown (ed.), UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, pp. 107-111, IEEE Computer Society, Piscataway, N.J. [E1]
DRO entry for this publication

Hassan, Marwa, Hossny, Mohammed, Nahavandi, Saeid and Creighton, Douglas (2013) Quantifying heteroskedasticity via binary decomposition, in Unknown (ed.), UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, pp. 112-116, IEEE Computer Society, 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

Hossny, Ahmad, Nahavandi, Saeid and Creighton, Douglas (2013) Minimizing impact of bounded uncertainty on McNaughton's scheduling algorithm via interval programming, in Unknown (ed.), SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, pp. 970-976, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Hossny, Mohammed, Nahavandi, Saeid, Creighton, Douglas, Asim, Bhatti and Hassan, Marwa (2013) Image fusion metrics : evolution in a nutshell, in Unknown (ed.), UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, pp. 443-450, IEEE Computer Society, Piscataway, N.J. [E1]
DRO entry for this publication

Keretna, Sara, Hossny, Ahmad and Creighton, Doug (2013) Recognising user identity in twitter social networks via text mining, in Unknown (ed.), SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, pp. 3079-3082, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Le, Vu Thanh, Zhang, James, Johnstone, Michael, Nahavandi, Saeid and Creighton, Doug (2013) Dynamic control of skilled and unskilled labour task assignments, in Unknown (ed.), AIM 2013 : Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, pp. 955-960, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

McCormick, John, Vincs, Kim, Nahavandi, Saeid and Creighton, Douglas (2013) Learning to dance with a human, in Cleland, K.; Fisher, L. and Harley, R. (eds), ISEA 2013 : Resistance is futile : Proceedings of the 2013 International Symposium on Electronic Arts, ISEA International Australian Network for Art & Technology, University of Sydney, Sydney, N.S.W. [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

Zhou, Hailing, Creighton, Douglas, Wei, Lei, Gao, David Yang* and Nahavandi, Saeid (2013) Video driven traffic modelling, in Unknown (ed.), AIM 2013 : Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, pp. 506-511, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Zhou, Hailing, Creighton, Doug, Lim, Chee Peng, Wei, Lei and Gao, David Yang* (2013) Video driven traffic modelling in ParamicsTM, in Unknown (ed.), UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, pp. 525-530, IEEE Computer Society, Piscataway, N.J. [E1]
DRO entry for this publication

Nahavandi, S., Bhatti, A., Hossny, M. and Creighton, D. (2013) Haptics interface for modelling and simulation of flexible cables, in Unknown (ed.), ICITA 2013 : The 8th International Conference on Information Technology and Applications, pp. 6-11, The Conference, Sydney, N.S.W. [E2]
DRO entry for this publication

2012 Centre for Intelligent Systems Research

Beliakov, Gleb, Johnstone, Michael, Creighton, Doug and Wilkin, Tim (2012) An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units, Computing, pp. 1-18, Springer, Wein, Austria [C1]
ERA journal ID: 17816 – Scopus EID: Not tagged
Citation counts: Thomson - 1
DRO entry for this publication

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 - 4, Thomson - 4
DRO entry for this publication

Deshpande, Sameer, Nahavandi, Saeid, Mullins, James, Khan, Muhammad Burhan and Creighton, Douglas (2012) Enhancing audio-haptic enabled novel dental training platform performance, in Unknown (ed.), ASME & IDETC/CIE 2012 : Proceedings of the International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2012, pp. 1-6, ASME, New York, N. Y. [E1]
DRO entry for this publication

Hanoun, Samer, Creighton, Doug, Nahavandi, Saeid and Kull, Hans* (2012) Solving a multiobjective job shop scheduling problem using Pareto Archived Cuckoo Search, in Unknown (ed.), ETFA 2012 : Proceedings of the 2012 17th IEEE International Conference on Emerging Technologies & Factory Automation, pp. 1-8, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Hassan, M., Hossny, M., Nahavandi, S. and Creighton, D. (2012) Heteroskedasticity variance index, in Al-Dabass, David; Orsoni, Alessandra and Cant, Richard (eds), UKSim 2012 : Proceedings of the 14th International Conference on Modelling and Simulation, pp. 135-141, IEEE, Cambridge, England [E1]
Citation counts: Scopus - 1
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

Hossny, Ahmad, Nahavandi, Saeid and Creighton, Douglas (2012) Minimizing bounded uncertainty impact on scheduling with earliest start and due-date constraints via interval computation, in Unknown (ed.), ETFA 2012 : Proceedings of the 2012 17th IEEE International Conference on Emerging Technologies & Factory Automation, pp. 1-4, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Hossny, M., Filippidis, D.*, Abdelrahman, W., Zhou, H., Fielding, M., Mullins, J., Wei, L., Creighton, D., Puri, V.* and Nahavandi, S. (2012) Low cost multimodal facial recognition via kinect sensors, in Unknown (ed.), LWC 2012 : Potent land force for a joint maritime strategy : Proceedings of the 2012 Land Warfare Conference, pp. 77-86, Commonwealth of Australia, Canberra, A.C.T. [E1]
DRO entry for this publication

Hossny, M., Nahavandi, S. and Creighton, D. (2012) An evaluation mechanism for saliency functions used in localized image fusion quality metrics, in Al-Dabass, David; Orsoni, Alessandra and Cant, Richard (eds), UKSim 2012 : Proceedings of the 14th International Conference on Computer Modelling and Simulation, pp. 407-415, IEEE, Los Alamitos, Calif. [E1]
Citation counts: Scopus - 3
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

Le, Vu Thanh, Zhang, James, Johnstone, Michael, Nahavandi, Saeid and Creighton, Doug (2012) A generalised data analysis approach for baggage handling systems simulation, in Unknown (ed.), SMC 2012 : Proceedings of the 2012 IEEE International Conference on Systems, Man, and Cybernetics, pp. 1681-1687, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Nasir, Mojdeh, Nahavandi, Saeid and Creighton, Douglas (2012) Fuzzy simulation of pedestrian walking path considering local environmental stimuli, in Unknown (ed.), FUZZ-IEEE 2012 : Proceedings of the IEEE 2012 International Conference on Fuzzy Systems, pp. 1311-1316, IEEE Computer Society, Los Alamitos, Calif. [E1]
DRO entry for this publication

Wei, Lei, Le, Vu, Abdelrahman, Wael, Hossny, Mohammed, Creighton, Douglas and Nahavandi, Saeid (2012) Kinect crowd interaction, in Unknown (ed.), SimTecT 2012 : Simulation-integrated solutions : Proceedings of the Annual Asia Pacific Simulation Technology and Training Conference, pp. 1-6, SimTecT, Adelaide, S.Aust. [E1]
DRO entry for this publication

Zhang, James, Le, Vu, Johnston, Michael, Nahavandi, Saeid and Creighton, Doug (2012) Discrete event simulation enabled high level emulation of a distribution centre, in Al-Dabass, David; Orsoni, Alessandra and Cant, Richard (eds), UKSim 2012 : Proceedings of the 14th International Conference on Computer Modelling and Simulation, pp. 470-475, IEEE Computer Society, Los Alamitos, Calif. [E1]
Citation counts: Scopus - 1
DRO entry for this publication

2011 Centre for Intelligent Systems Research

Gu, N., Nahavandi, S., Yu, W.* and Creighton, D. (2011) Family of blind source separation methods based on generalised constant modulus criterion, Electronics Letters, vol. 47, no. 10, pp. 595-597, Institution of Engineering and Technology, United Kingdom [C1]
ERA journal ID: 4411 – Scopus EID: 2-s2.0-80053064116
Citation counts: Scopus - 2, Thomson - 2
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 - 20, Thomson - 20
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 - 10, Thomson - 10
DRO entry for this publication

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 - 15, 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 - 19, Thomson - 19
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 - 18, Thomson - 18
DRO entry for this publication

Abdelrahman, Wael, Nahavandi, Saeid, Creighton, Douglas and Harders, Matthias* (2011) Data-driven computation of contact dynamics during two-point manipulation of deformable objects, in Unknown (ed.), ASME 2011 : World Conference on Innovative Virtual Reality (WINVR), ASME, Milan, Italy [E1]
DRO entry for this publication

Abdelrahman, Wael, Farag, Sara, Nahavandi, Saeid and Creighton, Douglas (2011) A comparative study of supervised learning techniques for data-driven haptic simulation, in Unknown (ed.), SMC 2011 : Conference proceeding of the 2011 International Conference on Systems, Man, and Cybernetics, pp. 2842-2846, IEEE, Anchorage, Alaska [E1]
Citation counts: Scopus - 1
DRO entry for this publication

Farag, Sara, Abdelrahman, Wael, Nahavandi, Saeid and Creighton, Douglas (2011) Physically based simulation of heterogeneous deformable models using XFEM, in Unknown (ed.), INDIN 2011 : IEEE International Conference on Industrial Informatics, pp. 233-237, IEEE, Piscataway, N. J. [E1]
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 - 5
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 - 5
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 - 3
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

Gu, N., Yu, W.*, Creighton, D. and Nahavandi, S. (2010) Selecting optimal norm and step size of generalised constant modulus algorithms under non-stationary environments, Electronics letters, vol. 46, no. 25, pp. 1673-1674, The Institution of Engineering and Technology, Stevenage, England [C1]
ERA journal ID: 4411 – Scopus EID: 2-s2.0-80053089792
Citation counts: Scopus - 1, Thomson - 1
DRO entry for this publication

Hossny, M., Nahavandi, S., Creighton, D. and Bhatti, A. (2010) Image fusion performance metric based on mutual information and entropy driven quadtree decomposition, Electronics Letters, vol. 46, no. 18, pp. 1266-1268, Institution of Engineering and Technology, Hertfordshire, England [C1]
ERA journal ID: 4411 – Scopus EID: 2-s2.0-77956330992
Citation counts: Scopus - 5, Thomson - 5
DRO entry for this publication

Johnstone, Michael, Creighton, Doug and Nahavandi, Saeid (2010) Status - based routing in baggage handling systems : searching verses learning, IEEE transactions on systems, man and cybernetics, part c : applications and reviews, vol. 40, no. 2, pp. 189-200, IEEE, New York, N.Y. [C1]
ERA journal ID: 17886 – Scopus EID: 2-s2.0-77249103481
Citation counts: Scopus - 4, Thomson - 4
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 - 23, Thomson - 23
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 - 22, Thomson - 22
DRO entry for this publication

Abdelrahman, Wael, Farag, Sara, Nahavandi, Saeid and Creighton, Douglas (2010) Data-based dynamic haptic interaction model with deformable 3D objects, in Unknown (ed.), INDIN 2010 : Proceedings of the 8th IEEE Interantional Conference on Industrial Informatics, pp. 314-318, IEEE, Los Alamitos, Calif. [E1]
DRO entry for this publication

Hossny, Mohammed, Nahavandi, Saeid, Creighton, Doug and Bhatti, Asim (2010) Towards autonomous image fusion, in Unknown (ed.), ICARCV 2010 : 11th International Conference on Control, Automation, Robotics and Vision, pp. 1748-1754, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Jia, Dawei, Bhatti, Asim, Nahavandi, Saeid and Creighton, Doug (2010) An empirical examination of feedback : user control and performance in a hapto-audio-visual training environment, in Elyssebeth Leigh (ed.), SimTecT 2010 : Conference Proceedings : Simulation – Improving Capability and Reducing the Cost of Ownership, pp. 1-6, Simulation Industry Association of Australia, Brisbane, Qld. [E1]
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

Nelson, Kyle J., Black, Timothy, Creighton, Doug and Nahavandi, Saeid (2010) A simulation-based control interface layer for a high-fidelity anthropomorphic training simulator, in unknown (ed.), I/ITSEC 2010 : Proceedings of the Interservice/Industry Training, Simulation & Education Conference, National Training Systems Association (NTSA), Arlington, Va. [E1.1]
DRO entry for this publication

Gu, Nong, Creighton, Doug and Nahavandi, Saeid (2010) Modelling for injection moulding process based on principal component regression method, in Chinesta, Francesco; Chastel, Yvan and El Mansori, Mohamed (eds), AMPT 2010 : AIP Conference Proceedings : International Conference on Advances in Materials and Processing Technologies, pp. 695-700, American Institue of Physics (API), Melville, New York [E3]
DRO entry for this publication

2009 Centre for Intelligent Systems Research

Nahavandi, Saeid, Creighton, Douglas, Johnstone, Michael and Le, Vu Thanh (2009) Airport operations : a system-of-systems approach, in Jamshidi, Mo (eds), Systems of systems engineering : principles and applications, pp. 403-419, CRC Press, Boca Raton, Fla. [B1]
DRO entry for this publication

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

Bhatti, A., Creighton, D., Nahavandi, S., Khoo, Y. B.*, Anticev, J.* and Zhou, M.* (2009) Haptically enabled interactivity and immersive virtual assembly, in Unknown (ed.), AutoCRC Conference 2009 : conference proceedings, pp. 1-10, Cooperative Research Centre for Advanced Automotive Technology, Melbourne, Vic. [E1]
DRO entry for this publication

Bhatti, A., Nahavandi, S., Khoo, Y. B.*, Creighton, D, Anticev, J.* and Zhou, M.* (2009) Haptically enable interactive virtual assembly training system development and evaluation, in Unknown (ed.), SIMTECT 2009 : Proceedings of the 2009 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, pp. 1-6, SIMTECT, Adelaide, S. Aust. [E1]
DRO entry for this publication

Hossny, M., Nahavandi, S. and Creighton, D. (2009) Zero and infinity images in multi-scale image fusion, in Unknown (ed.), ICIP 2009 : Proceedings of the 2009 IEEE International Conference on Image Processing, pp. 2182-2184, IEEE, Piscataway, N. J. [E1]
Citation counts: Scopus - 4
DRO entry for this publication

Johnstone, Michael, Le, Vu, Nahavandi, Saeid and Creighton, Douglas (2009) A dynamic architecture for increased passenger queue model fidelity, in Rossetti,M. D.; Hill, R. R.; Johansson, B.; Dunkin, A. and Ingalls,R. G. (eds), WSC 2009 : Proceedings of the 2009 Winter Simulation Conference, pp. 3129-3139, IEEE, Austin, Texas [E1]
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 : IEEE International Conference on Industrial Tecnology : Future technology in service of regional industry, 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 : IEEE International Conference on Industrial Tecnology : Future technology in service of regional industry, 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 : International Joint Conference on Neural Networks, pp. 1583-1589, IEEE, Piscataway, N.J. [E1]
Citation counts: Scopus - 4
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 : International Joint Conference on Neural Networks, pp. 1576-1582, IEEE, Piscataway, N.J. [E1]
Citation counts: Scopus - 9
DRO entry for this publication

2008 School of Engineering and Information Technology

Hossny, M., Nahavandi, S. and Creighton, D. (2008) Comments on 'Information measure for performance of image fusion', Electronics letters, vol. 44, no. 18, pp. 1066-1067, Institution of Engineering and Technology, Stevenage, England [C1]
ERA journal ID: 4411 – Scopus EID: 2-s2.0-50849121419
Citation counts: Scopus - 15, Thomson - 15
DRO entry for this publication

Zhang, James, Creighton, Doug and Nahavandi, Saeid (2008) Toward a synergy between simulation and knowledge management for business intelligence, Cybernetics and systems, vol. 39, no. 7, pp. 770-786, Hemisphere, N.Y., N.Y. [C1]
ERA journal ID: 17827 – Scopus EID: 2-s2.0-49449085456
Citation counts: Scopus - 1
DRO entry for this publication

Bhatti, Asim, Khoo, Yong Bing*, Creighton, Douglas, Anticev, J.*, Nahavandi, Saeid and Zhou, Mingwei* (2008) Haptically enabled interactive virtual reality prototype for general assembly, in Jamshidi, M.; Hata, Y.; Reuter, M.; Parker, G.; Saadat, M. and Cox, D. (eds), WAC '08 : Proceedings of the World Automation Congress '08, pp. 1-6, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Hanoun, Samer, Creighton, Douglas and Nahavandi, Saeid (2008) Decentralized mobility models for data collection in wireless sensor networks, in Unknown (ed.), ICRA 2008 : IEEE International Conference on Robotics and Automation, pp. 1030-1035, IEEE, Piscataway, N.J. [E1]
Citation counts: Scopus - 1, Thomson - 1
DRO entry for this publication

Hossny, Mohammed, Nahavandi, Saeid and Creighton, Douglas (2008) Color map-based image fusion, in Unknown (ed.), INDIN 2008 : Proceedings of the 6th IEEE International Conference on Industrial Informatics, pp. 52-56, IEEE, Piscataway, N.J. [E1]
Citation counts: Scopus - 3
DRO entry for this publication

Hossny, Mohammed, Nahavandi, Saeid and Creighton, Doug (2008) Feature-based image fusion quality metrics, in Unknown (ed.), ICIRA 2008 : Proceedings of the 1st International Conference on Intelligent Robotics and Applications 2008, pp. 469-478, Springer Berlin, Heidelberg, Germany [E1]
Citation counts: Scopus - 5
DRO entry for this publication

Zhou, Chao*, Tan, Min*, Cao, Zhiqiang*, Wang, Shuo*, Creighton, Douglas, Gu, Nong and Nahavandi, Saeid (2008) Kinematic modeling of a bio-inspired robotic fish, in Amato, Nancy M.; Kosuge, Kazuhiro; Papanikolopoulos, Nikos; Stappen, Frank van der; Yagi, Yasushi; Chiaverini, Stefano; Nebot, Eduardo M.; Rizzi, Al and Sugano, Shigeki (eds), ICRA 2008 : IEEE International Conference on Robotics and Automation, pp. 695-699, IEEE, Piscataway, N.J. [E1]
Citation counts: Scopus - 7
DRO entry for this publication

2007 School of Engineering and Information Technology

Creighton, Douglas and Nahavandi, Saeid (2007) A flow control methodology for the rapid generation of vehicle traffic models, International journal of logistics systems and management, vol. 3, no. 4, pp. 429-439, Inderscience Publishers, Olney, England [C1]
ERA journal ID: 41263 – Scopus EID: 2-s2.0-34848899510
Citation counts: Scopus - 3
DRO entry for this publication

Horan, Ben, Creighton, Douglas, Nahavandi, Saeid and Jamshidi, Mo* (2007) Bilateral haptic teleoperation of an articulated track mobile robot, in Unknown (ed.), IEEE International Conference on System of Systems Engineering, 2007. SoSE '07., pp. 1-8, IEEE Xplore, Piscataway, N.J [E1]
DRO entry for this publication

Horan, Ben, Nahavandi, Saeid, Creighton, Douglas and Tunstel, E.* (2007) Fuzzy haptic augmentation for telerobotic stair climbing, in Unknown (ed.), IEEE International Conference on Systems, Man and Cybernetics, 2007. ISIC., pp. 2437-2442, IEEE Xplore, Piscataway, N.J [E1]
DRO entry for this publication

Hossny, M., Nahavandi, Saeid and Creighton, Douglas (2007) A quadtree driven image fusion quality assessment, in Unknown (ed.), 5th IEEE International Conference on Industrial Informatics, 2007, pp. 419-424, IEEE Xplore, Piscataway, N.J [E1]
Citation counts: Scopus - 8
DRO entry for this publication

2007 Centre for Intelligent Systems Research

Johnstone, Michael, Creighton, Douglas and Nahavandi, Saeid (2007) Enabling industrial scale simulation / emulation models, in Henderson, Shane G.; Biller, Bahar; Hsieh, Ming-hua and Shortle, John (eds), WSC 07 Proceedings of the 2007 Winter Simulation Conference, pp. 1028-1034, IEEE Xplore, Piscataway, N.J. [E1]
DRO entry for this publication

Le, Vu T., Creighton, Doug and Nahavandi, Saeid (2007) Simulation-based input loading condition optimisation of airport baggage handling systems, in Unknown (ed.), ITSC 2007 : Proceedings of the 2007 IEEE Intelligent transportation Systems Conference, pp. 574-579, IEEE, Piscataway, N. J. [E1.1]
Citation counts: Scopus - 5
DRO entry for this publication

Creighton, Douglas, Johnstone, Michael, Le, Vu Thanh, Zhang, James and Nahavandi, Saeid (2007) Accelerated simulation model development for aerospace production and logistics support, Advanced technology for a future JSF : The Third Australian JSF Advanced Technology and Innovation Conference, p. 74, Department of Defence, Australian Government, Australia [E3]
DRO entry for this publication

2006 School of Engineering and Information Technology

Cave, Alexander Paul, Nahavandi, Saeid and Creighton, Douglas (2006) Benchmark generation algorithm for stochastic mixed model assembly shop simulation and optimization, International journal of production research, vol. 44, no. 6, pp. 1193-1216, Taylor & Francis, London, England [C1]
ERA journal ID: 3609 – Scopus EID: 2-s2.0-32644473847
DRO entry for this publication

2005 School of Engineering

Fielding, Michael, Mullins, James, Nahavandi, Saeid and Creighton, Douglas (2005) Intelligent headrest, in Jamshidi, M.; Tunstel (Jr), E.; Anderson, G.; Fathi, M.; Dozier, G.; Johnson, M. and Chen, P. (eds), Proceedings of the 2005 IEEE international conference on systems, man and cybernetics, pp. 1240-1245, IEEE Xplore, Piscataway, N.J. [E1]
DRO entry for this publication

Price, Darren J., Walsh, Simon, Nahavandi, Saeid and Creighton, Douglas (2005) Linking discrete event simulation models using HLA, in Jamshidi, M.; Tunstel (Jr), E.; Anderson, G.; Fathi, M.; Dozier, G.; Johnson, M. and Chen, P. (eds), IEEE International Conference on Systems, Man and Cybernetics, 2005, pp. 696-701, IEEE Xplore, Piscataway, N.J. [E1]
DRO entry for this publication

Creighton, Doug and Nahavandi, Saeid (2005) Rapid discrete event simulation model development for complex traffic analysis, in Unknown (ed.), ICIL 2005 : Proceedings of the International Conference on Industrial Logistics, Pergamon, Oxford, England [E1.1]
DRO entry for this publication

2005 School of Engineering and Information Technology

Creighton, Douglas and Nahavandi, Saeid (2005) Operating policy generation using a reinforcement learning agent in a melt facility, in Pham, D. T.; Eldukhri, E. E. and Soroka, A. J. (eds), Intelligent production machines and systems : first I*PROMS Virtual Conference : 4-15 July 2005, pp. 369-374, Elsevier, Amsterdam, The Netherlands [E1.1]
DRO entry for this publication

2005 Centre for Intelligent Systems Research

Le, Vu, Creighton, Doug and Nahavandi, Saeid (2005) A heuristic algorithm for carton to pallet loading problem, in Unknown (ed.), INDIN 2005 : Proceedings of the 3rd IEEE International Conference on Industrial Informatics 2005, pp. 593-598, IEEE, Piscataway, N. J. [E1.1]
DRO entry for this publication

2003 School of Engineering

Creighton, Douglas and Nahavandi, Saeid (2003) Application of a discrete event simulation for robust system design of a melt facility, Robotics and computer-integrated manufacturing, vol. 19, no. 6, pp. 469-477, Elsevier Ltd, Oxford, England [C1]
ERA journal ID: 41932 – Scopus EID: 2-s2.0-0142061488
Citation counts: Scopus - 3, Thomson - 3
DRO entry for this publication

2002 School of Engineering

Creighton, Douglas and Nahavandi, Saeid (2002) On robust system design using discrete event simulation, in Spiridonov, P. and Nagalingam, S. (eds), Leadership of the future in manufacturing : proceedings : 8-10 February 2002, Adelaide Australia, pp. 89-94, Centre for Advanced Manufacturing Research, Mawson Lakes, S.Aust. [E1]
DRO entry for this publication

Creighton, Douglas and Nahavandi, Saeid (2002) The application of a reinforcement learning agent to a multi-product manufacturing facility, in Parnichkun, Manukid (eds), IEEE ICIT' 02 : 2002 IEEE International Conference on Industrial Technology : productivity reincarnation through robotics & automation : 11-14 December 2002, Shangri-La Hotel, Bangkok, Thailand, pp. 1229-1234, IEEE Xplore, Piscataway, N.J. [E1]
DRO entry for this publication

2002 School of Engineering and Information Technology

Creighton, Douglas and Nahavandi, Saeid (2002) Optimising discrete event simulation models using a reinforcement learning agent, in Yucesan, E.; Chen, C.-H.; Snowdon, J.L. and Charnes, J.M. (eds), WSC 2002 : Exploring new frontiers : Proceedings of the 34th Conference on Winter Simulation, pp. 1945-1950, IEEE Xplore, Piscataway, N.J. [E1.1]
DRO entry for this publication

Grants and Consultancies

All years

Research Income - National Competitive Grants

Nahavandi, S and Creighton, D. Distributed Real-time Multiobjective Scheduling for Joinery Manufacturing Processes using Discrete Event Simulation - ARC LP091175, ARC Collaborative - Linkage - Projects (Round 2, APAI), ARC_DUAPAI ARC_Deakin University Australian Postgraduate Award Industry [T]

  • 2012: $38,449
  • 2011: $79,337
  • 2010: $85,916
  • 2009: $43,360

Nahavandi, S, Creighton, D, Gu, N and Bhatti, A. Enabling Ambient Intelligence for Manufacturing Processes through Distributed Camera Networks, ARC Collaborative - Linkage - Projects (Round 2), Linkage PhD student, Linkage PhD student, Linkage PhD student [T]

  • 2012: $89,660
  • 2011: $43,169

Nahavandi, S, Creighton, D, Gu, N and Hanoun, S. Adaptive Scenario Generation and Performance Evaluation for Virtual Training of Helicopter Pilots, ARC Collaborative - Linkage - Projects (Round 1) [T]

  • 2012: $72,693

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

  • 2012: $93,463

Nahavandi, S, Creighton, D, Nasir, M and Jiang, C. Enabling secure and competitive air cargo systems., ARC_DUAPAI2 ARC_Deakin University Australian Postgraduate Award Industry Second, ARC Collaborative - Linkage - Projects (Round 2, APAI, APDI) [T]

  • 2010: $34,808
  • 2009: $77,778
  • 2008: $87,719

Nahavandi, S and Creighton, D. Evaluation of the impact of installing Liquids, Aerosols & Gels (LAGs) technology into the aviation security passenger screening environment. 1&2, Department of Infrastructure, Transport, Regional Development and Local Government 2 Grant - Research [T]

  • 2008: $79,510

Research Income - Other Public Sector Funding

Nahavandi, S, Creighton, D, Hossny, M and Wei, L. Advanced dynamic analysis through psuedo haptics and kinaesthetic feedback [U]

  • 2012: $50,000

Nahavandi, S and Creighton, D. Evaluation of the impact of installing Liquids, Aerosols & Gels (LAGs) technology into the aviation security passenger screening environment. 1&2 [U]

  • 2010: $482,693
  • 2009: $731,108

Research Income - Industry and Other Funding

Nahavandi, S and Creighton, D. Distributed Real-time Multiobjective Scheduling for Joinery Manufacturing Processes using Discrete Event Simulation - ARC LP091175 [V]

  • 2012: $35,000
  • 2011: $34,500

Nahavandi, S, Creighton, D, Gu, N and Bhatti, A. Enabling Ambient Intelligence for Manufacturing Processes through Distributed Camera Networks [V]

  • 2012: $28,000
  • 2011: $84,000

Research Income - Industry and Other Funding - Australian

Nahavandi, S, Creighton, D, Nasir, M and Jiang, C. Enabling secure and competitive air cargo systems. [V.1]

  • 2010: $40,000
  • 2009: $40,000
  • 2008: $40,000

Nahavandi, S and Creighton, D. Distributed Real-time Multiobjective Scheduling for Joinery Manufacturing Processes using Discrete Event Simulation - ARC LP091175 [V.1]

  • 2010: $34,500

Higher Degree by Research Completions supervised by Douglas Creighton

2013

Mojdeh Nasir
Doctor of Philosophy, Thesis entitled: Pedestrian Steering Behaviour Modelling within the Built Environment.
Centre for Intelligent Systems Research Requires an Internet connection

2012

Carl Yong Hui Jiang
Doctor of Philosophy, Thesis entitled: Digital Elevation Model and Satellite Imagery Based Bushfire Simulation.
Centre for Intelligent Systems Research Requires an Internet connection

2010

Michael Johnstone
Doctor of Philosophy, Thesis entitled: Simulation-based Learning for Control of Complex Conveyor Networks.
Centre for Intelligent Systems Research Requires an Internet connection

2009

Vu Thanh Le
Doctor of Philosophy, Thesis entitled: Input and Output Analysis of Complex Conveyor Networks.
Centre for Intelligent Systems Research Requires an Internet connection

Legend:
* Not a member of Deakin University at time of output.

DRO to publications collection last synchronised: Friday 18th April 2014 10:04pm

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

23rd July 2011