Douglas C. Creighton

158 papers A* 2B 46C 6Misc 5Journal 57Unranked 42
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Recent Review on Subjective and Objective Assessment of Trust in Human Autonomy Teaming.
IEEE Trans. Hum. Mach. Syst.
Julakha Jahan Jui, Imali T. Hettiarachchi, Asim Bhatti, Mohamed Ragab Mahmoud Farghaly, Douglas C. Creighton
2025 J jnl
Deep learning techniques for Video Instance Segmentation: A survey.
Pattern Recognit.
Chenhao Xu, Chang-Tsun Li, Yongjian Hu, Chee Peng Lim, Douglas C. Creighton
2025 B conf
HSViT: Horizontally Scalable Vision Transformer.
IJCNN
Chenhao Xu, Chang-Tsun Li, Chee Peng Lim, Douglas C. Creighton
2025 — conf
Neural Dynamics Under Stress: Advanced Statistical Validation and Correlation of EEG-Based Time-Varying Effective Connectivity Features.
DSP
Sayantan Acharya, Abbas Khosravi, Douglas C. Creighton
2025 J jnl
Neurostressology: A systematic review of EEG-based automated mental stress perspectives.
Inf. Fusion
Sayantan Acharya, Abbas Khosravi, Douglas C. Creighton, Roohallah Alizadehsani, U. Rajendra Acharya
2025 J jnl
PLVNet: EEG-based trust classification using Phase Locking Value connectivity and deep neural networks.
Comput. Biol. Medicine
Julakha Jahan Jui, Imali T. Hettiarachchi, Asim Bhatti, Douglas C. Creighton
2025 J jnl
Rewiring Human Brain Networks via Lightweight Dynamic Connectivity Framework: An EEG-Based Stress Validation.
CoRR
Sayantan Acharya, Abbas Khosravi, Douglas C. Creighton, Roohallah Alizadehsani, U. Rajendra Acharya
2025 — conf
Robust NN-Based Path Tracking Control of Autonomous Vehicle-Trailer Combination.
ANZCC
Mohammad Hedayati, Navid Mohajer, Mohammad Rokonuzzaman, Douglas C. Creighton
2024 — conf
A Many-objective Evolutionary Algorithm Approach for Graph Visualization.
SysCon
Burhan Khan, Michael Johnstone, Douglas C. Creighton
2024 — conf
Autonomous Vehicle Path Tracking with Unreliable Reference Path.
ANZCC
Mohammad Rokonuzzaman, Navid Mohajer, Ibrahim Hossain, Douglas C. Creighton
2024 J jnl
HSViT: Horizontally Scalable Vision Transformer.
CoRR
Chenhao Xu, Chang-Tsun Li, Chee Peng Lim, Douglas C. Creighton
2023 — conf
Computation of Minimum Number of Automated Guided Vehicles (AGVs) with Battery Charging.
IEEA
Haafizah Rameeza Shaukat, Bruce Gunn, Michael Johnstone, Douglas C. Creighton
2023 J jnl
Deep Learning Techniques for Video Instance Segmentation: A Survey.
CoRR
Chenhao Xu, Chang-Tsun Li, Yongjian Hu, Chee Peng Lim, Douglas C. Creighton
2023 J jnl
Enhancing the Harris' Hawk optimiser for single- and multi-objective optimisation.
Soft Comput.
Yit Hong Choo, Zheng Cai, Vu Le, Michael Johnstone, Douglas C. Creighton, Chee Peng Lim
2023 J jnl
Towards designing a generic and comprehensive deep reinforcement learning framework.
Appl. Intell.
Ngoc Duy Nguyen, Thanh Thi Nguyen, Nhat Truong Pham, Hai Nguyen, Dang Tu Nguyen, Thanh Dang Nguyen, Chee Peng Lim, Michael Johnstone, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi
2022 J jnl
A weakly-supervised graph-based joint sentiment topic model for multi-topic sentiment analysis.
Inf. Sci.
Tao Zhou, Kris M. Y. Law, Douglas C. Creighton
2022 — conf
Improving high value manufacturing with simulation-based Bayesian Optimisation.
SysCon
Bruce Gunn, Imali T. Hettiarachchi, Michael Johnstone, Vu Le, Douglas C. Creighton, Luke Preston
2021 J jnl
Dynamic time warp-based clustering: Application of machine learning algorithms to simulation input modelling.
Expert Syst. Appl.
James Zhang, Michael Johnstone, Vu Le, Burhan Khan, Mohammad Anwar Hosen, Douglas C. Creighton, Jessica Carney, Andy Wilson, Michael Lynch
2021 B conf
Ongoing transformation of critical infrastructure systems as cyberphysical-human systems.
SMC
Pratik Bhandari, Carol Boyle, Jinzhe Gong, Kris M. Y. Law, Douglas C. Creighton
2020 J jnl
Tools and analytic techniques to synthesise community knowledge in CBPR using computer-mediated participatory system modelling.
npj Digit. Medicine
Joshua Hayward, Saraya Morton, Michael Johnstone, Douglas C. Creighton, Steven Allender
2019 J jnl
A scalarization-based dominance evolutionary algorithm for many-objective optimization.
Inf. Sci.
Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
2019 — conf
An Improved Scalarization-based Dominance Evolutionary Algorithm for Many-Objective Optimization.
SysCon
Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
2019 J jnl
Comparing the performance of different types of distributed fuzzy-based traffic signal controllers.
J. Intell. Fuzzy Syst.
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
2018 — conf
Multi-objective job shop scheduling using i-NSGA-III.
SysCon
Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
2018 J jnl
Robust Vehicle Detection in Aerial Images Using Bag-of-Words and Orientation Aware Scanning.
IEEE Trans. Geosci. Remote. Sens.
Hailing Zhou, Lei Wei, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
2018 J jnl
Task Assignment in Camera Networks: A Reactive Approach for Manufacturing Environments.
IEEE Syst. J.
Samer Hanoun, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi, Phillip Crothers, Gary Carroll
2017 — conf
A framework for designing active Pan-Tilt-Zoom (PTZ) camera networks for surveillance applications.
SysCon
Samer Hanoun, James Zhang, Vu Le, Burhan Khan, Michael Johnstone, Michael Fielding, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi
2017 — conf
A new decomposition-based evolutionary framework for many-objective optimization.
SysCon
Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
2017 B conf
Car park occupancy analysis using UAV images.
SMC
Hailing Zhou, Lei Wei, Michael Fielding, Douglas C. Creighton, Sameer Deshpande, Saeid Nahavandi
2017 B conf
Cohort analysis of simulation-based medical training for decision support.
SMC
James Zhang, Samer Hanoun, Burhan Khan, Douglas C. Creighton, Saeid Nahavandi, Kellie Britt, Karen D'Souza, Jon Watson, Richard Yanieri
2017 J jnl
Influence of meta-heuristic optimization on the performance of adaptive interval type2-fuzzy traffic signal controllers.
Expert Syst. Appl.
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2017 J jnl
On Detecting Road Regions in a Single UAV Image.
IEEE Trans. Intell. Transp. Syst.
Hailing Zhou, Hui Kong, Lei Wei, Douglas C. Creighton, Saeid Nahavandi
2017 J jnl
Reducing the Impact of Bounded Parametric Uncertainty on Hodgson's Scheduling Algorithm Using Interval Programming.
IEEE Syst. J.
Ahmad Hany Hossny, Douglas C. Creighton, Saeid Nahavandi
2017 J jnl
Steering approaches to Pareto-optimal multiobjective reinforcement learning.
Neurocomputing
Peter Vamplew, Rustam Issabekov, Richard Dazeley, Cameron Foale, Adam Berry, Tim Moore, Douglas C. Creighton
2016 B conf
Improved NSGA-III using neighborhood information and scalarization.
SMC
Burhan Khan, Michael Johnstone, Samer Hanoun, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
2016 B conf
RNA-seq data analysis using nonparametric Gaussian process models.
IJCNN
Thanh Nguyen, Saeid Nahavandi, Douglas C. Creighton, Abbas Khosravi
2016 J jnl
Target coverage in camera networks for manufacturing workplaces.
J. Intell. Manuf.
Samer Hanoun, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi, Phillip Crothers, Celeste Gloria Esparza
2015 B conf
A Robust Approach for Automated Lung Segmentation in Thoracic CT.
SMC
Hailing Zhou, Dmitry B. Goldgof, Samuel H. Hawkins, Lei Wei, Ying Liu, Douglas C. Creighton, Robert J. Gillies, Lawrence O. Hall, Saeid Nahavandi
2015 J jnl
A dynamic time warped clustering technique for discrete event simulation-based system analysis.
Expert Syst. Appl.
Michael Johnstone, Vu Thanh Le, James Zhang, Bruce Gunn, Saeid Nahavandi, Douglas C. Creighton
2015 J jnl
A novel aggregate gene selection method for microarray data classification.
Pattern Recognit. Lett.
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2015 J jnl
A review on computational intelligence methods for controlling traffic signal timing.
Expert Syst. Appl.
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
2015 J jnl
Automatic spike sorting by unsupervised clustering with diffusion maps and silhouettes.
Neurocomputing
Thanh Nguyen, Asim Bhatti, Abbas Khosravi, Sherif Haggag, Douglas C. Creighton, Saeid Nahavandi
2015 Misc conf
Body Parts Segmentation with Attached Props Using RGB-D Imaging.
DICTA
Hussein Haggag, Mohammed Hossny, Saeid Nahavandi, Sherif Haggag, Douglas C. Creighton
2015 J jnl
Classification of healthcare data using genetic fuzzy logic system and wavelets.
Expert Syst. Appl.
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2015 — conf
Design of Distributed Adaptive Neural Traffic Signal Timing Controller by Cuckoo Search Optimization.
ICONIP (2)
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
2015 B conf
Design of an Optimal ANFIS Traffic Signal Controller by Using Cuckoo Search for an Isolated Intersection.
SMC
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
2015 — conf
Distributed Q-learning Controller for a Multi-Intersection Traffic Network.
ICONIP (1)
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
2015 J jnl
EEG data classification using wavelet features selected by Wilcoxon statistics.
Neural Comput. Appl.
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2015 B conf
EEG signal analysis for BCI application using fuzzy system.
IJCNN
Thanh Thi Nguyen, Saeid Nahavandi, Abbas Khosravi, Douglas C. Creighton, Imali Hettiarachchi
2015 J jnl
EEG signal classification for BCI applications by wavelets and interval type-2 fuzzy logic systems.
Expert Syst. Appl.
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2015 J jnl
Efficient Road Detection and Tracking for Unmanned Aerial Vehicle.
IEEE Trans. Intell. Transp. Syst.
Hailing Zhou, Hui Kong, Lei Wei, Douglas C. Creighton, Saeid Nahavandi
2015 B conf
Enhancement of Medical Named Entity Recognition Using Graph-Based Features.
SMC
Sara Keretna, Chee Peng Lim, Douglas C. Creighton
2015 J jnl
Enhancing medical named entity recognition with an extended segment representation technique.
Comput. Methods Programs Biomed.
Sara Keretna, Chee Peng Lim, Douglas C. Creighton, Khaled Bashir Shaban
2015 Misc conf
Evaluation of tender solutions for aviation training using discrete event simulation and best performance criteria.
WSC
Ana Novak, Luke Tracey, Vivian Nguyen, Michael Johnstone, Vu Le, Douglas C. Creighton
2015 J jnl
Fuzzy Portfolio Allocation Models Through a New Risk Measure and Fuzzy Sharpe Ratio.
IEEE Trans. Fuzzy Syst.
Thanh Thi Nguyen, Lee Gordon-Brown, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2015 J jnl
Fuzzy system with tabu search learning for classification of motor imagery data.
Biomed. Signal Process. Control.
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2015 B conf
Haptically-Enabled Dance Visualisation Framework for Deafblind-Folded Audience and Artists.
SMC
Mohammed Hossny, Saeid Nahavandi, Michael Fielding, James Mullins, Shady M. K. Mohamed, Douglas C. Creighton, John McCormick, Kim Vincs, Jordan Beth Vincent, Steph Hutchison
2015 J jnl
Hidden Markov models for cancer classification using gene expression profiles.
Inf. Sci.
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2015 — conf
Hybrid Controller with the Combination of FLC and Neural Network-Based IMC for Nonlinear Processes.
ICONIP (3)
Mohammad Anwar Hosen, Syed Moshfeq Salaken, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2015 J jnl
Improving the Quality of Prediction Intervals Through Optimal Aggregation.
IEEE Trans. Ind. Electron.
Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2015 J jnl
Intelligent cuckoo search optimized traffic signal controllers for multi-intersection network.
Expert Syst. Appl.
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
2015 J jnl
Learning to replace a human: A virtual performing agent.
Int. J. Virtual Real.
John McCormick, Steph Hutchison, Adam Nash, Kim Vincs, Saeid Nahavandi, Douglas C. Creighton
2015 B conf
Marine Object Detection Using Background Modelling and Blob Analysis.
SMC
Hailing Zhou, Lyndon E. Llewellyn, Lei Wei, Douglas C. Creighton, Saeid Nahavandi
2015 B conf
Mass spectrometry-based proteomic data for cancer diagnosis using interval type-2 fuzzy system.
FUZZ-IEEE
Thanh Nguyen, Saeid Nahavandi, Abbas Khosravi, Douglas C. Creighton
2015 J jnl
Medical data classification using interval type-2 fuzzy logic system and wavelets.
Appl. Soft Comput.
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2015 J jnl
Multi-Output Interval Type-2 Fuzzy Logic System for Protein Secondary Structure Prediction.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Thanh Thi Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2015 — conf
Optimal Feature Subset Selection for Neuron Spike Sorting Using the Genetic Algorithm.
ICONIP (2)
Burhan Khan, Asim Bhatti, Michael Johnstone, Samer Hanoun, Douglas C. Creighton, Saeid Nahavandi
2015 J jnl
Patient admission prediction using a pruned fuzzy min-max neural network with rule extraction.
Neural Comput. Appl.
Jin Wang, Chee Peng Lim, Douglas C. Creighton, Abbas Khosravi, Saeid Nahavandi, Julien Ugon, Peter Vamplew, Andrew Stranieri, Laura Martin, Anton Freischmidt
2015 — conf
Prediction Interval-Based Control of Nonlinear Systems Using Neural Networks.
ICONIP (3)
Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2015 B conf
Prediction interval-based neural network controller for nonlinear processes.
IJCNN
Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Syed Moshfeq Salaken
2015 J jnl
Simulation-based baggage handling system merge analysis.
Simul. Model. Pract. Theory
Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi
2014 J jnl
A genetic fuzzy system to model pedestrian walking path in a built environment.
Simul. Model. Pract. Theory
Mojdeh Nasir, Chee Peng Lim, Saeid Nahavandi, Douglas C. Creighton
2014 — conf
A hybrid model for named entity recognition using unstructured medical text.
SoSE
Sara Keretna, Chee Peng Lim, Douglas C. Creighton
2014 — conf
ANFIS Traffic Signal Controller for an Isolated Intersection.
IJCCI (FCTA)
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
2014 B conf
Aggregation of Pi-based forecast to enhance prediction accuracy.
IJCNN
Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2014 B conf
Classification ensemble to improve medical Named Entity Recognition.
SMC
Sara Keretna, Chee Peng Lim, Douglas C. Creighton, Khaled Bashir Shaban
2014 B conf
Classification of neural action potentials using mean shift clustering.
SMC
Thanh Nguyen, Abbas Khosravi, Imali Hettiarachchi, Douglas C. Creighton, Saeid Nahavandi
2014 — conf
Efficacy comparison of clustering systems for limb detection.
SoSE
Hussein Haggag, Mohammed Hossny, Sherif Haggag, Saeid Nahavandi, Douglas C. Creighton
2014 B conf
Fast road detection and tracking in aerial videos.
Intelligent Vehicles Symposium
Hailing Zhou, Hui Kong, José M. Álvarez, Douglas C. Creighton, Saeid Nahavandi
2014 J jnl
Inclusion of environmental effects in steering behaviour modelling using fuzzy logic.
Expert Syst. Appl.
Mojdeh Nasir, Chee Peng Lim, Saeid Nahavandi, Douglas C. Creighton
2014 J jnl
Inpainting images with curvilinear structures propagation.
Mach. Vis. Appl.
Hailing Zhou, Lei Wei, Douglas C. Creighton, Saeid Nahavandi
2014 B conf
Knowledge-based automatic performance evaluation for medical training debriefing.
SMC
James Zhang, Samer Hanoun, Douglas C. Creighton, Saeid Nahavandi, Karen D'Souza, Kellie Britt, Richard Yanieri
2014 — conf
LGT/VOT tracking performance evaluation of depth images.
SoSE
Hussein Haggag, Mohammed Hossny, Sherif Haggag, Jingjing Xiao, Saeid Nahavandi, Douglas C. Creighton
2014 B conf
Medical diagnosis by fuzzy standard additive model with wavelets.
FUZZ-IEEE
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2014 B conf
Neural signal analysis by landmark-based spectral clustering with estimated number of clusters.
IJCNN
Thanh Nguyen, Abbas Khosravi, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi
2014 B conf
Optimal design of traffic signal controller using neural networks and fuzzy logic systems.
IJCNN
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
2014 B conf
Optimal fuzzy traffic signal controller for an isolated intersection.
SMC
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2014 J jnl
Prediction of pedestrians routes within a built environment in normal conditions.
Expert Syst. Appl.
Mojdeh Nasir, Chee Peng Lim, Saeid Nahavandi, Douglas C. Creighton
2014 J jnl
Recent Advances on Singlemodal and Multimodal Face Recognition: A Survey.
IEEE Trans. Hum. Mach. Syst.
Hailing Zhou, Ajmal S. Mian, Lei Wei, Douglas C. Creighton, Mohammed Hossny, Saeid Nahavandi
2014 — conf
Recognition: combining human interaction and a digital performing agent.
VRIC
John McCormick, Adam Nash, Steph Hutchison, Kim Vincs, Saeid Nahavandi, Douglas C. Creighton
2014 B conf
Safety applications using Kinect technology.
SMC
Hussein Haggag, Mohammed Hossny, Sherif Haggag, Saeid Nahavandi, Douglas C. Creighton
2014 B conf
Solving fuzzy programming with a consistent fuzzy number ranking.
SMC
Thanh Nguyen, Vincent Lee, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2014 B conf
Structural classification of proteins through amino acid sequence using interval type-2 fuzzy logic system.
FUZZ-IEEE
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2014 — conf
Teaching a Digital Performing Agent: Artificial Neural Network and Hidden Markov Model for recognising and performing dance movement.
MOCO
John McCormick, Kim Vincs, Saeid Nahavandi, Douglas C. Creighton, Steph Hutchison
2013 J jnl
A novel modular Q-learning architecture to improve performance under incomplete learning in a grid soccer game.
Eng. Appl. Artif. Intell.
Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton
2013 C conf
An effective heuristic for stockyard planning and machinery scheduling at a coal handling facility.
INDIN
Samer Hanoun, Burhan Khan, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton
2013 J jnl
An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units.
Computing
Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin
2013 C conf
Automatic deformation transfer for data-driven haptic rendering.
INDIN
Sara Farag, Wael Abdelrahman, Douglas C. Creighton, Saeid Nahavandi
2013 — conf
Construction of neural network-based prediction intervals for short-term electrical load forecasting.
CIASG
Hao Quan, Dipti Srinivasan, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2013 B conf
Control of Polystyrene Batch Reactor Using Fuzzy Logic Controller.
SMC
Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2013 — conf
Dynamic control of skilled and unskilled labour task assignments.
AIM
Vu Thanh Le, James Zhang, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton
2013 J jnl
Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers.
Comput. Phys. Commun.
Gleb Beliakov, Douglas C. Creighton, Michael Johnstone, Tim Wilkin
2013 B conf
Epidemiological dynamics modeling by fusion of soft computing techniques.
IJCNN
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
2013 — conf
Extracting 3D Mesh Skeletons Using Antipodal Points Locations.
UKSim
Sara Farag, Wael Abdelrahman, Douglas C. Creighton, Saeid Nahavandi
2013 J jnl
Identification of concurrent control chart patterns with singular spectrum analysis and learning vector quantization.
J. Intell. Manuf.
Nong Gu, Zhiqiang Cao, Liangjun Xie, Douglas C. Creighton, Min Tan, Saeid Nahavandi
2013 — conf
Image Fusion Metrics: Evolution in a Nutshell.
UKSim
Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton, Asim Bhatti, Marwa Hassan
2013 B conf
Intelligent Traffic Light Control of Isolated Intersections Using Machine Learning Methods.
SMC
Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton
2013 — conf
Measuring depth accuracy in RGBD cameras.
ICSPCS
Hussein Haggag, Mohammed Hossny, Despina Filippidis, Douglas C. Creighton, Saeid Nahavandi, Vinod Puri
2013 B conf
Minimizing Impact of Bounded Uncertainty on McNaughton's Scheduling Algorithm via Interval Programming.
SMC
Ahmad Hossny, Saeid Nahavandi, Douglas C. Creighton
2013 B conf
Neural network and interval type-2 fuzzy system for stock price forecasting.
FUZZ-IEEE
Thanh Nguyen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2013 — conf
Q-learning method for controlling traffic signal phase time in a single intersection.
ITSC
Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton
2013 — conf
Quantifying Heteroskedasticity Using Slope of Local Variances Index.
UKSim
Marwa Hassan, Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton
2013 — conf
Quantifying Heteroskedasticity via Binary Decomposition.
UKSim
Marwa Hassan, Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton
2013 — conf
Real Time Ergonomic Assessment for Assembly Operations Using Kinect.
UKSim
Hussein Haggag, Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton
2013 B conf
Recognising User Identity in Twitter Social Networks via Text Mining.
SMC
Sara Keretna, Ahmad Hossny, Douglas C. Creighton
2013 — conf
Video Driven Traffic Modelling in Paramics.
UKSim
Hailing Zhou, Douglas C. Creighton, Chee Peng Lim, Lei Wei, David Yang Gao
2013 — conf
Video Driven Traffic Modelling.
AIM
Hailing Zhou, Douglas C. Creighton, Lei Wei, David Yang Gao, Saeid Nahavandi
2012 B conf
A generalised data analysis approach for baggage handling systems simulation.
SMC
Vu Thanh Le, James Zhang, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton
2012 — conf
An Evaluation Mechanism for Saliency Functions Used in Localized Image Fusion Quality Metrics.
UKSim
Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton
2012 — conf
Discrete Event Simulation Enabled High Level Emulation of a Distribution Centre.
UKSim
James Zhang, Vu Le, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton
2012 B conf
Fuzzy simulation of pedestrian walking path considering local environmental stimuli.
FUZZ-IEEE
Mojdeh Nasir, Saeid Nahavandi, Douglas C. Creighton
2012 — conf
Heteroskedasticity Variance Index.
UKSim
Marwa Hassan, Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton
2012 C conf
Minimizing bounded uncertainty impact on scheduling with earliest start and due-date constraints via interval computation.
ETFA
Ahmad Hossny, Saeid Nahavandi, Douglas C. Creighton
2012 J jnl
Parallel random variates generator for GPUs based on normal numbers
CoRR
Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin
2012 B conf
Prediction interval construction using interval type-2 Fuzzy Logic systems.
FUZZ-IEEE
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Reihaneh Naghavizadeh
2012 C conf
Solving a multiobjective job shop scheduling problem using Pareto Archived Cuckoo Search.
ETFA
Samer Hanoun, Saeid Nahavandi, Douglas C. Creighton, Hans Kull
2012 B conf
Uncertainty quantification for wind farm power generation.
IJCNN
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Reihaneh Naghavizadeh
2011 B conf
A comparative study of supervised learning techniques for data-driven haptic simulation.
SMC
Wael Abdelrahman, Sara Farag, Saeid Nahavandi, Douglas C. Creighton
2011 J jnl
Comprehensive Review of Neural Network-Based Prediction Intervals and New Advances.
IEEE Trans. Neural Networks
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Amir F. Atiya
2011 B conf
Hybrid neural-evolutionary model for electricity price forecasting.
IJCNN
Dipti Srinivasan, Zhang Guofan, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2011 J jnl
Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals.
IEEE Trans. Neural Networks
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Amir F. Atiya
2011 B conf
Optimizing the quality of bootstrap-based prediction intervals.
IJCNN
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Dipti Srinivasan
2011 J jnl
Prediction Interval Construction and Optimization for Adaptive Neurofuzzy Inference Systems.
IEEE Trans. Fuzzy Syst.
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2011 J jnl
Prediction Intervals to Account for Uncertainties in Travel Time Prediction.
IEEE Trans. Intell. Transp. Syst.
Abbas Khosravi, Ehsan Mazloumi, Saeid Nahavandi, Douglas C. Creighton, J. W. C. van Lint
2011 B conf
Short term load forecasting using Interval Type-2 Fuzzy Logic Systems.
FUZZ-IEEE
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2010 J jnl
A prediction interval-based approach to determine optimal structures of neural network metamodels.
Expert Syst. Appl.
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2010 — conf
Developing a Robust Prediction Interval Based Criterion for Neural Network Model Selection.
ICONIP (2)
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2010 C conf
Predicting amount of saleable products using neural network metamodels of casthouses.
ICARCV
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Bruce Gunn
2010 J jnl
Status-based Routing in Baggage Handling Systems: Searching Verses Learning.
IEEE Trans. Syst. Man Cybern. Part C
Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi
2010 C conf
Towards autonomous image fusion.
ICARCV
Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton, Asim Bhatti
2009 Misc conf
A Dynamic Architecture for Increased Passenger Queue Model Fidelity.
WSC
Michael Johnstone, Vu Le, Saeid Nahavandi, Douglas C. Creighton
2009 B conf
Constructing prediction intervals for neural network metamodels of complex systems.
IJCNN
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2009 B conf
Developing optimal neural network metamodels based on prediction intervals.
IJCNN
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2009 — conf
Improving Prediction Interval Quality: A Genetic Algorithm-Based Method Applied to Neural Networks.
ICONIP (2)
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2009 — conf
Integrating Simulated Annealing and Delta Technique for Constructing Optimal Prediction Intervals.
ICONIP (1)
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2009 B conf
Zero and infinity images in multi-scale image fusion.
ICIP
Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton
2008 A* conf
Decentralized mobility models for data collection in wireless sensor networks.
ICRA
Samer Hanoun, Douglas C. Creighton, Saeid Nahavandi
2008 — conf
Feature-Based Image Fusion Quality Metrics.
ICIRA (1)
Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton
2008 A* conf
Kinematic modeling of a bio-inspired robotic fish.
ICRA
Chao Zhou, Min Tan, Zhiqiang Cao, Shuo Wang, Douglas C. Creighton, Nong Gu, Saeid Nahavandi
2008 J jnl
Toward a Synergy between Simulation and Knowledge Management for Business Intelligence.
Cybern. Syst.
James Zhang, Douglas C. Creighton, Saeid Nahavandi
2007 — conf
Bilateral haptic teleoperation of an articulated track mobile robot.
SoSE
Ben Horan, Douglas C. Creighton, Saeid Nahavandi, Mo Jamshidi
2007 Misc conf
Enabling industrial scale simulation/emulation models.
WSC
Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi
2007 B conf
Fuzzy haptic augmentation for telerobotic stair climbing.
SMC
Ben Horan, Saeid Nahavandi, Douglas C. Creighton, Edward W. Tunstel
2007 — conf
Simulation-based Input Loading Condition Optimisation of Airport Baggage Handling Systems.
ITSC
Vu Thanh Le, Douglas C. Creighton, Saeid Nahavandi
2005 B conf
Intelligent Headrest.
SMC
Michael Fielding, James Mullins, Saeid Nahavandi, Douglas C. Creighton
2005 B conf
Linking discrete event simulation models using HLA.
SMC
Darren J. Price, Saeid Nahavandi, Simon Walsh, Douglas C. Creighton
2002 Misc conf
General methodology 1: optimising discrete event simulation models using a reinforcement learning agent.
WSC
Douglas C. Creighton, Saeid Nahavandi
1998 — conf
Translation, Globalization and Localization.
IPCC (2)
Douglas C. Creighton