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Douglas C. Creighton
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2020 – today
- 2024
- [c98]Mohammad Rokonuzzaman, Navid Mohajer, Ibrahim Hossain, Douglas C. Creighton:
Autonomous Vehicle Path Tracking with Unreliable Reference Path. ANZCC 2024: 103-108 - [c97]Burhan Khan, Michael Johnstone, Douglas C. Creighton:
A Many-objective Evolutionary Algorithm Approach for Graph Visualization. SysCon 2024: 1-7 - [i3]Chenhao Xu, Chang-Tsun Li, Chee Peng Lim, Douglas C. Creighton:
HSViT: Horizontally Scalable Vision Transformer. CoRR abs/2404.05196 (2024) - 2023
- [j49]Ngoc Duy Nguyen, Thanh Nguyen, Nhat Truong Pham, Hai Nguyen, Dang Tu Nguyen, Thanh Thi Nguyen, Chee Peng Lim, Michael Johnstone, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi:
Towards designing a generic and comprehensive deep reinforcement learning framework. Appl. Intell. 53(3): 2967-2988 (2023) - [j48]Yit Hong Choo, Zheng Cai, Vu Le, Michael Johnstone, Douglas C. Creighton, Chee Peng Lim:
Enhancing the Harris' Hawk optimiser for single- and multi-objective optimisation. Soft Comput. 27(22): 16675-16715 (2023) - [c96]Haafizah Rameeza Shaukat, Bruce Gunn, Michael Johnstone, Douglas C. Creighton:
Computation of Minimum Number of Automated Guided Vehicles (AGVs) with Battery Charging. IEEA 2023: 85-90 - [i2]Chenhao Xu, Chang-Tsun Li, Yongjian Hu, Chee Peng Lim, Douglas C. Creighton:
Deep Learning Techniques for Video Instance Segmentation: A Survey. CoRR abs/2310.12393 (2023) - 2022
- [j47]Tao Zhou, Kris M. Y. Law, Douglas C. Creighton:
A weakly-supervised graph-based joint sentiment topic model for multi-topic sentiment analysis. Inf. Sci. 609: 1030-1051 (2022) - [c95]Bruce Gunn, Imali T. Hettiarachchi, Michael Johnstone, Vu Le, Douglas C. Creighton, Luke Preston:
Improving high value manufacturing with simulation-based Bayesian Optimisation. SysCon 2022: 1-8 - 2021
- [j46]James Zhang, Michael Johnstone, Vu Le, Burhan Khan, Mohammad Anwar Hosen, Douglas C. Creighton, Jessica Carney, Andy Wilson, Michael Lynch:
Dynamic time warp-based clustering: Application of machine learning algorithms to simulation input modelling. Expert Syst. Appl. 186: 115684 (2021) - [c94]Pratik Bhandari, Carol Boyle, Jinzhe Gong, Kris M. Y. Law, Douglas C. Creighton:
Ongoing transformation of critical infrastructure systems as cyberphysical-human systems. SMC 2021: 3342-3347 - 2020
- [j45]Joshua Hayward, Saraya Morton, Michael Johnstone, Douglas C. Creighton, Steven Allender:
Tools and analytic techniques to synthesise community knowledge in CBPR using computer-mediated participatory system modelling. npj Digit. Medicine 3 (2020)
2010 – 2019
- 2019
- [j44]Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi:
A scalarization-based dominance evolutionary algorithm for many-objective optimization. Inf. Sci. 474: 236-252 (2019) - [j43]Sahar Araghi, Abbas Khosravi, Douglas C. Creighton:
Comparing the performance of different types of distributed fuzzy-based traffic signal controllers. J. Intell. Fuzzy Syst. 36(6): 6155-6166 (2019) - [c93]Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi:
An Improved Scalarization-based Dominance Evolutionary Algorithm for Many-Objective Optimization. SysCon 2019: 1-5 - 2018
- [j42]Samer Hanoun, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi, Phillip Crothers, Gary Carroll:
Task Assignment in Camera Networks: A Reactive Approach for Manufacturing Environments. IEEE Syst. J. 12(1): 173-183 (2018) - [j41]Hailing Zhou, Lei Wei, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi:
Robust Vehicle Detection in Aerial Images Using Bag-of-Words and Orientation Aware Scanning. IEEE Trans. Geosci. Remote. Sens. 56(12): 7074-7085 (2018) - [c92]Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi:
Multi-objective job shop scheduling using i-NSGA-III. SysCon 2018: 1-5 - 2017
- [j40]Sahar Araghi, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
Influence of meta-heuristic optimization on the performance of adaptive interval type2-fuzzy traffic signal controllers. Expert Syst. Appl. 71: 493-503 (2017) - [j39]Peter Vamplew, Rustam Issabekov, Richard Dazeley, Cameron Foale, Adam Berry, Tim Moore, Douglas C. Creighton:
Steering approaches to Pareto-optimal multiobjective reinforcement learning. Neurocomputing 263: 26-38 (2017) - [j38]Ahmad Hany Hossny, Douglas C. Creighton, Saeid Nahavandi:
Reducing the Impact of Bounded Parametric Uncertainty on Hodgson's Scheduling Algorithm Using Interval Programming. IEEE Syst. J. 11(4): 1983-1993 (2017) - [j37]Hailing Zhou, Hui Kong, Lei Wei, Douglas C. Creighton, Saeid Nahavandi:
On Detecting Road Regions in a Single UAV Image. IEEE Trans. Intell. Transp. Syst. 18(7): 1713-1722 (2017) - [c91]James Zhang, Samer Hanoun, Burhan Khan, Douglas C. Creighton, Saeid Nahavandi, Kellie Britt, Karen D'Souza, Jon Watson, Richard Yanieri:
Cohort analysis of simulation-based medical training for decision support. SMC 2017: 2608-2612 - [c90]Hailing Zhou, Lei Wei, Michael Fielding, Douglas C. Creighton, Sameer Deshpande, Saeid Nahavandi:
Car park occupancy analysis using UAV images. SMC 2017: 3261-3265 - [c89]Samer Hanoun, James Zhang, Vu Le, Burhan Khan, Michael Johnstone, Michael Fielding, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi:
A framework for designing active Pan-Tilt-Zoom (PTZ) camera networks for surveillance applications. SysCon 2017: 1-6 - [c88]Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi:
A new decomposition-based evolutionary framework for many-objective optimization. SysCon 2017: 1-7 - 2016
- [j36]Samer Hanoun, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi, Phillip Crothers, Celeste Gloria Esparza:
Target coverage in camera networks for manufacturing workplaces. J. Intell. Manuf. 27(6): 1221-1235 (2016) - [c87]Thanh Nguyen, Saeid Nahavandi, Douglas C. Creighton, Abbas Khosravi:
RNA-seq data analysis using nonparametric Gaussian process models. IJCNN 2016: 5087-5093 - [c86]Burhan Khan, Michael Johnstone, Samer Hanoun, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi:
Improved NSGA-III using neighborhood information and scalarization. SMC 2016: 3033-3038 - 2015
- [j35]Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
Medical data classification using interval type-2 fuzzy logic system and wavelets. Appl. Soft Comput. 30: 812-822 (2015) - [j34]Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
Fuzzy system with tabu search learning for classification of motor imagery data. Biomed. Signal Process. Control. 20: 61-70 (2015) - [j33]Sara Keretna, Chee Peng Lim, Douglas C. Creighton, Khaled Bashir Shaban:
Enhancing medical named entity recognition with an extended segment representation technique. Comput. Methods Programs Biomed. 119(2): 88-100 (2015) - [j32]Sahar Araghi, Abbas Khosravi, Douglas C. Creighton:
A review on computational intelligence methods for controlling traffic signal timing. Expert Syst. Appl. 42(3): 1538-1550 (2015) - [j31]Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
Classification of healthcare data using genetic fuzzy logic system and wavelets. Expert Syst. Appl. 42(4): 2184-2197 (2015) - [j30]Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
EEG signal classification for BCI applications by wavelets and interval type-2 fuzzy logic systems. Expert Syst. Appl. 42(9): 4370-4380 (2015) - [j29]Sahar Araghi, Abbas Khosravi, Douglas C. Creighton:
Intelligent cuckoo search optimized traffic signal controllers for multi-intersection network. Expert Syst. Appl. 42(9): 4422-4431 (2015) - [j28]Michael Johnstone, Vu Thanh Le, James Zhang, Bruce Gunn, Saeid Nahavandi, Douglas C. Creighton:
A dynamic time warped clustering technique for discrete event simulation-based system analysis. Expert Syst. Appl. 42(21): 8078-8085 (2015) - [j27]Thanh Nguyen, Asim Bhatti, Abbas Khosravi, Sherif Haggag, Douglas C. Creighton, Saeid Nahavandi:
Automatic spike sorting by unsupervised clustering with diffusion maps and silhouettes. Neurocomputing 153: 199-210 (2015) - [j26]Thanh Thi Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
Multi-Output Interval Type-2 Fuzzy Logic System for Protein Secondary Structure Prediction. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 23(5): 735-760 (2015) - [j25]John McCormick, Steph Hutchison, Adam Nash, Kim Vincs, Saeid Nahavandi, Douglas C. Creighton:
Learning to replace a human: A virtual performing agent. Int. J. Virtual Real. 15(1): 18-22 (2015) - [j24]Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
Hidden Markov models for cancer classification using gene expression profiles. Inf. Sci. 316: 293-307 (2015) - [j23]Jin Wang, Chee Peng Lim, Douglas C. Creighton, Abbas Khosravi, Saeid Nahavandi, Julien Ugon, Peter Vamplew, Andrew Stranieri, Laura Martin, Anton Freischmidt:
Patient admission prediction using a pruned fuzzy min-max neural network with rule extraction. Neural Comput. Appl. 26(2): 277-289 (2015) - [j22]Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
EEG data classification using wavelet features selected by Wilcoxon statistics. Neural Comput. Appl. 26(5): 1193-1202 (2015) - [j21]Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
A novel aggregate gene selection method for microarray data classification. Pattern Recognit. Lett. 60-61: 16-23 (2015) - [j20]Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi:
Simulation-based baggage handling system merge analysis. Simul. Model. Pract. Theory 53: 45-59 (2015) - [j19]Thanh Nguyen, Lee Gordon-Brown, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
Fuzzy Portfolio Allocation Models Through a New Risk Measure and Fuzzy Sharpe Ratio. IEEE Trans. Fuzzy Syst. 23(3): 656-676 (2015) - [j18]Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Improving the Quality of Prediction Intervals Through Optimal Aggregation. IEEE Trans. Ind. Electron. 62(7): 4420-4429 (2015) - [j17]Hailing Zhou, Hui Kong, Lei Wei, Douglas C. Creighton, Saeid Nahavandi:
Efficient Road Detection and Tracking for Unmanned Aerial Vehicle. IEEE Trans. Intell. Transp. Syst. 16(1): 297-309 (2015) - [c85]Hussein Haggag, Mohammed Hossny, Saeid Nahavandi, Sherif Haggag, Douglas C. Creighton:
Body Parts Segmentation with Attached Props Using RGB-D Imaging. DICTA 2015: 1-8 - [c84]Thanh Nguyen, Saeid Nahavandi, Abbas Khosravi, Douglas C. Creighton:
Mass spectrometry-based proteomic data for cancer diagnosis using interval type-2 fuzzy system. FUZZ-IEEE 2015: 1-8 - [c83]Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Prediction Interval-Based Control of Nonlinear Systems Using Neural Networks. ICONIP (3) 2015: 101-110 - [c82]Mohammad Anwar Hosen, Syed Moshfeq Salaken, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Hybrid Controller with the Combination of FLC and Neural Network-Based IMC for Nonlinear Processes. ICONIP (3) 2015: 206-213 - [c81]Sahar Araghi, Abbas Khosravi, Douglas C. Creighton:
Distributed Q-learning Controller for a Multi-Intersection Traffic Network. ICONIP (1) 2015: 337-344 - [c80]Burhan Khan, Asim Bhatti, Michael Johnstone, Samer Hanoun, Douglas C. Creighton, Saeid Nahavandi:
Optimal Feature Subset Selection for Neuron Spike Sorting Using the Genetic Algorithm. ICONIP (2) 2015: 364-370 - [c79]Sahar Araghi, Abbas Khosravi, Douglas C. Creighton:
Design of Distributed Adaptive Neural Traffic Signal Timing Controller by Cuckoo Search Optimization. ICONIP (2) 2015: 583-590 - [c78]Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Syed Moshfeq Salaken:
Prediction interval-based neural network controller for nonlinear processes. IJCNN 2015: 1-6 - [c77]Thanh Thi Nguyen, Saeid Nahavandi, Abbas Khosravi, Douglas C. Creighton, Imali Hettiarachchi:
EEG signal analysis for BCI application using fuzzy system. IJCNN 2015: 1-8 - [c76]Hailing Zhou, Lyndon E. Llewellyn, Lei Wei, Douglas C. Creighton, Saeid Nahavandi:
Marine Object Detection Using Background Modelling and Blob Analysis. SMC 2015: 430-435 - [c75]Mohammed Hossny, Saeid Nahavandi, Michael Fielding, James Mullins, Shady M. K. Mohamed, Douglas C. Creighton, John McCormick, Kim Vincs, Jordan Beth Vincent, Steph Hutchison:
Haptically-Enabled Dance Visualisation Framework for Deafblind-Folded Audience and Artists. SMC 2015: 446-450 - [c74]Sara Keretna, Chee Peng Lim, Douglas C. Creighton:
Enhancement of Medical Named Entity Recognition Using Graph-Based Features. SMC 2015: 1895-1900 - [c73]Sahar Araghi, Abbas Khosravi, Douglas C. Creighton:
Design of an Optimal ANFIS Traffic Signal Controller by Using Cuckoo Search for an Isolated Intersection. SMC 2015: 2078-2083 - [c72]Hailing Zhou, Dmitry B. Goldgof, Samuel H. Hawkins, Lei Wei, Ying Liu, Douglas C. Creighton, Robert J. Gillies, Lawrence O. Hall, Saeid Nahavandi:
A Robust Approach for Automated Lung Segmentation in Thoracic CT. SMC 2015: 2267-2272 - [c71]Ana Novak, Luke Tracey, Vivian Nguyen, Michael Johnstone, Vu Le, Douglas C. Creighton:
Evaluation of tender solutions for aviation training using discrete event simulation and best performance criteria. WSC 2015: 2680-2691 - 2014
- [j16]Mojdeh Nasir, Chee Peng Lim, Saeid Nahavandi, Douglas C. Creighton:
Inclusion of environmental effects in steering behaviour modelling using fuzzy logic. Expert Syst. Appl. 41(4): 1901-1914 (2014) - [j15]Mojdeh Nasir, Chee Peng Lim, Saeid Nahavandi, Douglas C. Creighton:
Prediction of pedestrians routes within a built environment in normal conditions. Expert Syst. Appl. 41(10): 4975-4988 (2014) - [j14]Hailing Zhou, Lei Wei, Douglas C. Creighton, Saeid Nahavandi:
Inpainting images with curvilinear structures propagation. Mach. Vis. Appl. 25(8): 2003-2008 (2014) - [j13]Mojdeh Nasir, Chee Peng Lim, Saeid Nahavandi, Douglas C. Creighton:
A genetic fuzzy system to model pedestrian walking path in a built environment. Simul. Model. Pract. Theory 45: 18-34 (2014) - [j12]Hailing Zhou, Ajmal S. Mian, Lei Wei, Douglas C. Creighton, Mohammed Hossny, Saeid Nahavandi:
Recent Advances on Singlemodal and Multimodal Face Recognition: A Survey. IEEE Trans. Hum. Mach. Syst. 44(6): 701-716 (2014) - [c70]Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
Structural classification of proteins through amino acid sequence using interval type-2 fuzzy logic system. FUZZ-IEEE 2014: 1123-1130 - [c69]Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
Medical diagnosis by fuzzy standard additive model with wavelets. FUZZ-IEEE 2014: 1937-1944 - [c68]Sahar Araghi, Abbas Khosravi, Douglas C. Creighton:
ANFIS Traffic Signal Controller for an Isolated Intersection. IJCCI (FCTA) 2014: 175-180 - [c67]Sahar Araghi, Abbas Khosravi, Douglas C. Creighton:
Optimal design of traffic signal controller using neural networks and fuzzy logic systems. IJCNN 2014: 42-47 - [c66]Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Aggregation of Pi-based forecast to enhance prediction accuracy. IJCNN 2014: 778-784 - [c65]Thanh Nguyen, Abbas Khosravi, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi:
Neural signal analysis by landmark-based spectral clustering with estimated number of clusters. IJCNN 2014: 4042-4049 - [c64]Hailing Zhou, Hui Kong, José M. Álvarez, Douglas C. Creighton, Saeid Nahavandi:
Fast road detection and tracking in aerial videos. Intelligent Vehicles Symposium 2014: 712-718 - [c63]John McCormick, Kim Vincs, Saeid Nahavandi, Douglas C. Creighton, Steph Hutchison:
Teaching a Digital Performing Agent: Artificial Neural Network and Hidden Markov Model for recognising and performing dance movement. MOCO 2014: 70 - [c62]Sahar Araghi, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
Optimal fuzzy traffic signal controller for an isolated intersection. SMC 2014: 435-440 - [c61]Thanh Nguyen, Vincent Lee, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
Solving fuzzy programming with a consistent fuzzy number ranking. SMC 2014: 551-556 - [c60]Thanh Nguyen, Abbas Khosravi, Imali Hettiarachchi, Douglas C. Creighton, Saeid Nahavandi:
Classification of neural action potentials using mean shift clustering. SMC 2014: 1247-1252 - [c59]Hussein Haggag, Mohammed Hossny, Sherif Haggag, Saeid Nahavandi, Douglas C. Creighton:
Safety applications using Kinect technology. SMC 2014: 2164-2169 - [c58]James Zhang, Samer Hanoun, Douglas C. Creighton, Saeid Nahavandi, Karen D'Souza, Kellie Britt, Richard Yanieri:
Knowledge-based automatic performance evaluation for medical training debriefing. SMC 2014: 2180-2185 - [c57]Sara Keretna, Chee Peng Lim, Douglas C. Creighton, Khaled Bashir Shaban:
Classification ensemble to improve medical Named Entity Recognition. SMC 2014: 2630-2636 - [c56]Sara Keretna, Chee Peng Lim, Douglas C. Creighton:
A hybrid model for named entity recognition using unstructured medical text. SoSE 2014: 85-90 - [c55]Hussein Haggag, Mohammed Hossny, Sherif Haggag, Saeid Nahavandi, Douglas C. Creighton:
Efficacy comparison of clustering systems for limb detection. SoSE 2014: 148-153 - [c54]Hussein Haggag, Mohammed Hossny, Sherif Haggag, Jingjing Xiao, Saeid Nahavandi, Douglas C. Creighton:
LGT/VOT tracking performance evaluation of depth images. SoSE 2014: 284-288 - [c53]John McCormick, Adam Nash, Steph Hutchison, Kim Vincs, Saeid Nahavandi, Douglas C. Creighton:
Recognition: combining human interaction and a digital performing agent. VRIC 2014: 19:1-19:5 - 2013
- [j11]Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin:
An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units. Computing 95(4): 309-326 (2013) - [j10]Gleb Beliakov, Douglas C. Creighton, Michael Johnstone, Tim Wilkin:
Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers. Comput. Phys. Commun. 184(8): 1999-2004 (2013) - [j9]Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton:
A novel modular Q-learning architecture to improve performance under incomplete learning in a grid soccer game. Eng. Appl. Artif. Intell. 26(9): 2164-2171 (2013) - [j8]Nong Gu, Zhiqiang Cao, Liangjun Xie, Douglas C. Creighton, Min Tan, Saeid Nahavandi:
Identification of concurrent control chart patterns with singular spectrum analysis and learning vector quantization. J. Intell. Manuf. 24(6): 1241-1252 (2013) - [c52]Hailing Zhou, Douglas C. Creighton, Lei Wei, David Yang Gao, Saeid Nahavandi:
Video Driven Traffic Modelling. AIM 2013: 506-511 - [c51]Vu Thanh Le, James Zhang, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton:
Dynamic control of skilled and unskilled labour task assignments. AIM 2013: 955-960 - [c50]Hao Quan, Dipti Srinivasan, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Construction of neural network-based prediction intervals for short-term electrical load forecasting. CIASG 2013: 66-72 - [c49]Thanh Nguyen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Neural network and interval type-2 fuzzy system for stock price forecasting. FUZZ-IEEE 2013 - [c48]Hussein Haggag, Mohammed Hossny, Despina Filippidis, Douglas C. Creighton, Saeid Nahavandi, Vinod Puri:
Measuring depth accuracy in RGBD cameras. ICSPCS 2013: 1-7 - [c47]Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
Epidemiological dynamics modeling by fusion of soft computing techniques. IJCNN 2013: 1-8 - [c46]Samer Hanoun, Burhan Khan, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton:
An effective heuristic for stockyard planning and machinery scheduling at a coal handling facility. INDIN 2013: 206-211 - [c45]Sara Farag, Wael Abdelrahman, Douglas C. Creighton, Saeid Nahavandi:
Automatic deformation transfer for data-driven haptic rendering. INDIN 2013: 264-269 - [c44]Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton:
Q-learning method for controlling traffic signal phase time in a single intersection. ITSC 2013: 1261-1265 - [c43]Ahmad Hossny, Saeid Nahavandi, Douglas C. Creighton:
Minimizing Impact of Bounded Uncertainty on McNaughton's Scheduling Algorithm via Interval Programming. SMC 2013: 970-976 - [c42]Sara Keretna, Ahmad Hossny, Douglas C. Creighton:
Recognising User Identity in Twitter Social Networks via Text Mining. SMC 2013: 3079-3082 - [c41]Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton:
Intelligent Traffic Light Control of Isolated Intersections Using Machine Learning Methods. SMC 2013: 3621-3626 - [c40]Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Control of Polystyrene Batch Reactor Using Fuzzy Logic Controller. SMC 2013: 4516-4521 - [c39]Marwa Hassan, Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton:
Quantifying Heteroskedasticity Using Slope of Local Variances Index. UKSim 2013: 107-111 - [c38]Marwa Hassan, Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton:
Quantifying Heteroskedasticity via Binary Decomposition. UKSim 2013: 112-116 - [c37]Sara Farag, Wael Abdelrahman, Douglas C. Creighton, Saeid Nahavandi:
Extracting 3D Mesh Skeletons Using Antipodal Points Locations. UKSim 2013: 135-139 - [c36]Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton, Asim Bhatti, Marwa Hassan:
Image Fusion Metrics: Evolution in a Nutshell. UKSim 2013: 443-450 - [c35]Hussein Haggag, Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton:
Real Time Ergonomic Assessment for Assembly Operations Using Kinect. UKSim 2013: 495-500 - [c34]Hailing Zhou, Douglas C. Creighton, Chee Peng Lim, Lei Wei, David Yang Gao:
Video Driven Traffic Modelling in Paramics. UKSim 2013: 525-530 - 2012
- [c33]Samer Hanoun, Saeid Nahavandi, Douglas C. Creighton, Hans Kull:
Solving a multiobjective job shop scheduling problem using Pareto Archived Cuckoo Search. ETFA 2012: 1-8 - [c32]Ahmad Hossny, Saeid Nahavandi, Douglas C. Creighton:
Minimizing bounded uncertainty impact on scheduling with earliest start and due-date constraints via interval computation. ETFA 2012: 1-4 - [c31]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Reihaneh Naghavizadeh:
Prediction interval construction using interval type-2 Fuzzy Logic systems. FUZZ-IEEE 2012: 1-7 - [c30]Mojdeh Nasir, Saeid Nahavandi, Douglas C. Creighton:
Fuzzy simulation of pedestrian walking path considering local environmental stimuli. FUZZ-IEEE 2012: 1-6 - [c29]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Reihaneh Naghavizadeh:
Uncertainty quantification for wind farm power generation. IJCNN 2012: 1-6 - [c28]Vu Thanh Le, James Zhang, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton:
A generalised data analysis approach for baggage handling systems simulation. SMC 2012: 1681-1687 - [c27]Marwa Hassan, Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton:
Heteroskedasticity Variance Index. UKSim 2012: 135-141 - [c26]Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton:
An Evaluation Mechanism for Saliency Functions Used in Localized Image Fusion Quality Metrics. UKSim 2012: 407-415 - [c25]James Zhang, Vu Le, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton:
Discrete Event Simulation Enabled High Level Emulation of a Distribution Centre. UKSim 2012: 470-475 - [i1]Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin:
Parallel random variates generator for GPUs based on normal numbers. CoRR abs/1206.1187 (2012) - 2011
- [j7]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Prediction Interval Construction and Optimization for Adaptive Neurofuzzy Inference Systems. IEEE Trans. Fuzzy Syst. 19(5): 983-988 (2011) - [j6]Abbas Khosravi, Ehsan Mazloumi, Saeid Nahavandi, Douglas C. Creighton, J. W. C. van Lint:
Prediction Intervals to Account for Uncertainties in Travel Time Prediction. IEEE Trans. Intell. Transp. Syst. 12(2): 537-547 (2011) - [j5]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Amir F. Atiya:
Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals. IEEE Trans. Neural Networks 22(3): 337-346 (2011) - [j4]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Amir F. Atiya:
Comprehensive Review of Neural Network-Based Prediction Intervals and New Advances. IEEE Trans. Neural Networks 22(9): 1341-1356 (2011) - [c24]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Short term load forecasting using Interval Type-2 Fuzzy Logic Systems. FUZZ-IEEE 2011: 502-508 - [c23]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Dipti Srinivasan:
Optimizing the quality of bootstrap-based prediction intervals. IJCNN 2011: 3072-3078 - [c22]Dipti Srinivasan, Zhang Guofan, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Hybrid neural-evolutionary model for electricity price forecasting. IJCNN 2011: 3164-3169 - [c21]Wael Abdelrahman, Sara Farag, Saeid Nahavandi, Douglas C. Creighton:
A comparative study of supervised learning techniques for data-driven haptic simulation. SMC 2011: 2842-2846 - 2010
- [j3]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
A prediction interval-based approach to determine optimal structures of neural network metamodels. Expert Syst. Appl. 37(3): 2377-2387 (2010) - [j2]Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi:
Status-based Routing in Baggage Handling Systems: Searching Verses Learning. IEEE Trans. Syst. Man Cybern. Part C 40(2): 189-200 (2010) - [c20]Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton, Asim Bhatti:
Towards autonomous image fusion. ICARCV 2010: 1748-1754 - [c19]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Bruce Gunn:
Predicting amount of saleable products using neural network metamodels of casthouses. ICARCV 2010: 2018-2023 - [c18]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Developing a Robust Prediction Interval Based Criterion for Neural Network Model Selection. ICONIP (2) 2010: 727-734
2000 – 2009
- 2009
- [c17]Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton:
Zero and infinity images in multi-scale image fusion. ICIP 2009: 2181-2184 - [c16]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Improving Prediction Interval Quality: A Genetic Algorithm-Based Method Applied to Neural Networks. ICONIP (2) 2009: 141-149 - [c15]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Integrating Simulated Annealing and Delta Technique for Constructing Optimal Prediction Intervals. ICONIP (1) 2009: 285-292 - [c14]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Constructing prediction intervals for neural network metamodels of complex systems. IJCNN 2009: 1576-1582 - [c13]Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Developing optimal neural network metamodels based on prediction intervals. IJCNN 2009: 1583-1589 - [c12]Michael Johnstone, Vu Le, Saeid Nahavandi, Douglas C. Creighton:
A Dynamic Architecture for Increased Passenger Queue Model Fidelity. WSC 2009: 3129-3139 - 2008
- [j1]James Zhang, Douglas C. Creighton, Saeid Nahavandi:
Toward a Synergy between Simulation and Knowledge Management for Business Intelligence. Cybern. Syst. 39(7): 770-786 (2008) - [c11]Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton:
Feature-Based Image Fusion Quality Metrics. ICIRA (1) 2008: 469-478 - [c10]Chao Zhou, Min Tan, Zhiqiang Cao, Shuo Wang, Douglas C. Creighton, Nong Gu, Saeid Nahavandi:
Kinematic modeling of a bio-inspired robotic fish. ICRA 2008: 695-699 - [c9]Samer Hanoun, Douglas C. Creighton, Saeid Nahavandi:
Decentralized mobility models for data collection in wireless sensor networks. ICRA 2008: 1030-1035 - 2007
- [c8]Vu Thanh Le, Douglas C. Creighton, Saeid Nahavandi:
Simulation-based Input Loading Condition Optimisation of Airport Baggage Handling Systems. ITSC 2007: 574-579 - [c7]Ben Horan, Saeid Nahavandi, Douglas C. Creighton, Edward W. Tunstel:
Fuzzy haptic augmentation for telerobotic stair climbing. SMC 2007: 2437-2442 - [c6]Ben Horan, Douglas C. Creighton, Saeid Nahavandi, Mo M. Jamshidi:
Bilateral haptic teleoperation of an articulated track mobile robot. SoSE 2007: 1-8 - [c5]Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi:
Enabling industrial scale simulation/emulation models. WSC 2007: 1028-1034 - 2005
- [c4]Darren J. Price, Saeid Nahavandi, Simon Walsh, Douglas C. Creighton:
Linking discrete event simulation models using HLA. SMC 2005: 696-701 - [c3]Michael Fielding, James Mullins, Saeid Nahavandi, Douglas C. Creighton:
Intelligent Headrest. SMC 2005: 1240-1245 - 2002
- [c2]Douglas C. Creighton, Saeid Nahavandi:
General methodology 1: optimising discrete event simulation models using a reinforcement learning agent. WSC 2002: 1945-1950
1990 – 1999
- 1998
- [c1]Douglas C. Creighton:
Translation, Globalization and Localization. IPCC (2) 1998: 145-151
Coauthor Index
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