Douglas C. Creighton

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 28

Top Venues

Publications

Chenhao Xu, Chang-Tsun Li, Chee Peng Lim, Douglas C. Creighton
HSViT: Horizontally Scalable Vision Transformer. CoRR (2024)
Mohammad Rokonuzzaman, Navid Mohajer, Ibrahim Hossain, Douglas C. Creighton
Autonomous Vehicle Path Tracking with Unreliable Reference Path. ANZCC (2024)
Burhan Khan, Michael Johnstone, Douglas C. Creighton
A Many-objective Evolutionary Algorithm Approach for Graph Visualization. SysCon (2024)
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) (2023)
Haafizah Rameeza Shaukat, Bruce Gunn, Michael Johnstone, Douglas C. Creighton
Computation of Minimum Number of Automated Guided Vehicles (AGVs) with Battery Charging. IEEA (2023)
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) (2023)
Chenhao Xu, Chang-Tsun Li, Yongjian Hu, Chee Peng Lim, Douglas C. Creighton
Deep Learning Techniques for Video Instance Segmentation: A Survey. CoRR (2023)
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)
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 (2022)
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 (2021)
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)
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) (2019)
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 (2019)
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)
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) (2018)
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) (2018)
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)
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 (2017)
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) (2017)
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) (2017)
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)
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)
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 (2017)
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)
Hailing Zhou, Lei Wei, Michael Fielding, Douglas C. Creighton, Sameer Deshpande, Saeid Nahavandi
Car park occupancy analysis using UAV images. SMC (2017)
Burhan Khan, Michael Johnstone, Samer Hanoun, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
Improved NSGA-III using neighborhood information and scalarization. SMC (2016)
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) (2016)
Thanh Nguyen, Saeid Nahavandi, Douglas C. Creighton, Abbas Khosravi
RNA-seq data analysis using nonparametric Gaussian process models. IJCNN (2016)
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 (2015)
Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
Prediction Interval-Based Control of Nonlinear Systems Using Neural Networks. ICONIP (3) (2015)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
A novel aggregate gene selection method for microarray data classification. Pattern Recognit. Lett. (2015)
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)
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) (2015)
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) (2015)
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) (2015)
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)
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) (2015)
Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi
Simulation-based baggage handling system merge analysis. Simul. Model. Pract. Theory 53 (2015)
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) (2015)
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
Design of Distributed Adaptive Neural Traffic Signal Timing Controller by Cuckoo Search Optimization. ICONIP (2) (2015)
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) (2015)
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)
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 (2015)
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) (2015)
Hailing Zhou, Lyndon E. Llewellyn, Lei Wei, Douglas C. Creighton, Saeid Nahavandi
Marine Object Detection Using Background Modelling and Blob Analysis. SMC (2015)
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)
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) (2015)
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) (2015)
Sara Keretna, Chee Peng Lim, Douglas C. Creighton
Enhancement of Medical Named Entity Recognition Using Graph-Based Features. SMC (2015)
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)
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)
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 (2015)
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
Distributed Q-learning Controller for a Multi-Intersection Traffic Network. ICONIP (1) (2015)
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) (2015)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
Hidden Markov models for cancer classification using gene expression profiles. Inf. Sci. 316 (2015)
Thanh Thi Nguyen, Saeid Nahavandi, Abbas Khosravi, Douglas C. Creighton, Imali Hettiarachchi
EEG signal analysis for BCI application using fuzzy system. IJCNN (2015)
Hussein Haggag, Mohammed Hossny, Saeid Nahavandi, Sherif Haggag, Douglas C. Creighton
Body Parts Segmentation with Attached Props Using RGB-D Imaging. DICTA (2015)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
EEG data classification using wavelet features selected by Wilcoxon statistics. Neural Comput. Appl. 26 (5) (2015)
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
A review on computational intelligence methods for controlling traffic signal timing. Expert Syst. Appl. 42 (3) (2015)
Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Syed Moshfeq Salaken
Prediction interval-based neural network controller for nonlinear processes. IJCNN (2015)
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)
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
Intelligent cuckoo search optimized traffic signal controllers for multi-intersection network. Expert Syst. Appl. 42 (9) (2015)
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)
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)
Hailing Zhou, Hui Kong, Jose M. Alvarez, Douglas C. Creighton, Saeid Nahavandi
Fast road detection and tracking in aerial videos. Intelligent Vehicles Symposium (2014)
Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
Aggregation of Pi-based forecast to enhance prediction accuracy. IJCNN (2014)
Hailing Zhou, Lei Wei, Douglas C. Creighton, Saeid Nahavandi
Inpainting images with curvilinear structures propagation. Mach. Vis. Appl. 25 (8) (2014)
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)
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) (2014)
Hussein Haggag, Mohammed Hossny, Sherif Haggag, Saeid Nahavandi, Douglas C. Creighton
Efficacy comparison of clustering systems for limb detection. SoSE (2014)
Thanh Nguyen, Abbas Khosravi, Imali Hettiarachchi, Douglas C. Creighton, Saeid Nahavandi
Classification of neural action potentials using mean shift clustering. SMC (2014)
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 (2014)
Sara Keretna, Chee Peng Lim, Douglas C. Creighton, Khaled Bashir Shaban
Classification ensemble to improve medical Named Entity Recognition. SMC (2014)
John McCormick, Adam Nash, Steph Hutchison, Kim Vincs, Saeid Nahavandi, Douglas C. Creighton
Recognition: combining human interaction and a digital performing agent. VRIC (2014)
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) (2014)
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)
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
ANFIS Traffic Signal Controller for an Isolated Intersection. IJCCI (FCTA) (2014)
Hussein Haggag, Mohammed Hossny, Sherif Haggag, Saeid Nahavandi, Douglas C. Creighton
Safety applications using Kinect technology. SMC (2014)
Hussein Haggag, Mohammed Hossny, Sherif Haggag, Jingjing Xiao, Saeid Nahavandi, Douglas C. Creighton
LGT/VOT tracking performance evaluation of depth images. SoSE (2014)
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
Optimal design of traffic signal controller using neural networks and fuzzy logic systems. IJCNN (2014)
Sara Keretna, Chee Peng Lim, Douglas C. Creighton
A hybrid model for named entity recognition using unstructured medical text. SoSE (2014)
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) (2014)
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
Optimal fuzzy traffic signal controller for an isolated intersection. SMC (2014)
Thanh Nguyen, Vincent Lee, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
Solving fuzzy programming with a consistent fuzzy number ranking. SMC (2014)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
Medical diagnosis by fuzzy standard additive model with wavelets. FUZZ-IEEE (2014)
Hailing Zhou, Douglas C. Creighton, Chee Peng Lim, Lei Wei, David Yang Gao
Video Driven Traffic Modelling in Paramics. UKSim (2013)
Hussein Haggag, Mohammed Hossny, Despina Filippidis, Douglas C. Creighton, Saeid Nahavandi, Vinod Puri
Measuring depth accuracy in RGBD cameras. ICSPCS (2013)
Hussein Haggag, Mohammed Hossny, Saeid Nahavandi, Douglas C. Creighton
Real Time Ergonomic Assessment for Assembly Operations Using Kinect. UKSim (2013)
Vu Thanh Le, James Zhang, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton
Dynamic control of skilled and unskilled labour task assignments. AIM (2013)
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) (2013)
Hailing Zhou, Douglas C. Creighton, Lei Wei, David Yang Gao, Saeid Nahavandi
Video Driven Traffic Modelling. AIM (2013)
Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
Control of Polystyrene Batch Reactor Using Fuzzy Logic Controller. SMC (2013)
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) (2013)
Sara Farag, Wael Abdelrahman, Douglas C. Creighton, Saeid Nahavandi
Extracting 3D Mesh Skeletons Using Antipodal Points Locations. UKSim (2013)
Sara Keretna, Ahmad Hossny, Douglas C. Creighton
Recognising User Identity in Twitter Social Networks via Text Mining. SMC (2013)
Ahmad Hossny, Saeid Nahavandi, Douglas C. Creighton
Minimizing Impact of Bounded Uncertainty on McNaughton's Scheduling Algorithm via Interval Programming. SMC (2013)
Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton
Intelligent Traffic Light Control of Isolated Intersections Using Machine Learning Methods. SMC (2013)
Thanh Nguyen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
Neural network and interval type-2 fuzzy system for stock price forecasting. FUZZ-IEEE (2013)
Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton
Q-learning method for controlling traffic signal phase time in a single intersection. ITSC (2013)
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)

Douglas C. Creighton.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Douglas C. Creighton