Student theses
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Video summarisation techniques on user-generated videos and character-oriented TV series
LEI, Z. (Author), Qiu, G. (Supervisor), Shen, L. (Supervisor) & Valstar, M. (Supervisor), 8 Jul 2020Student thesis: PhD Thesis
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Travel time prediction using ensemble learning algorithms
LI, X. (Author), Bai, R. (Supervisor), Siebers, P.-O. (Supervisor) & Wagner, C. (Supervisor), 10 Nov 2018Student thesis: PhD Thesis
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Towards interpretable approaches for online healthcare consultation
Cui, M. (Author), Bai, R. (Supervisor), LU, Z. (Supervisor) & Aickelin, U. (Supervisor), Jul 2022Student thesis: PhD Thesis
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Towards an open global Wi-Fi indoor positioning system via implicit crowdsourcing
ZHANG, D. (Author), Qiu, G. (Supervisor), 1 Jul 2017Student thesis: PhD Thesis
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Stochastic service network design for transportation planning of consolidation carriers
JIANG, X. (Author), Bai, R. (Supervisor), Kendall, G. (Supervisor) & Landa-Silva, D. (Supervisor), 8 Nov 2020Student thesis: PhD Thesis
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Stain separation, cell classification and histochemical score in digital histopathology images
Liu, J. (Author), Qiu, G. (Supervisor) & Garibaldi, J. (Supervisor), 8 Jul 2018Student thesis: PhD Thesis
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Spatio-temporal modeling and prediction on travel behaviour analysis
GONG, S. (Author), Bai, R. (Supervisor), Cartlidge, J. (Supervisor) & Qiu, G. (Supervisor), 8 Nov 2020Student thesis: PhD Thesis
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Smart wearable IoT and multi-sensor fusion for firefighting
CHAI, X. (Author), Lee, B. G. (Supervisor), Pike, M. (Supervisor) & Chieng, D. (Supervisor), Nov 2024Student thesis: PhD Thesis
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Performance study of a PV/T assisted air source heat pump system with a novel absorber in solar collector
WANG, X. (Author), Xia, L. (Supervisor), Bai, R. (Supervisor) & Wu, Y. (Supervisor), 8 Jul 2021Student thesis: PhD Thesis
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Non-algebraic domains for system analysis
Li, Y. (Author), Farjudian, A. (Supervisor), Rushworth, A. (Supervisor) & Parkes, A. J. (Supervisor), Jul 2024Student thesis: PhD Thesis
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Multi-task learning applications in deep learning
SHU, C. (Author), Zhang, Q. (Supervisor) & LU, Z. (Supervisor), Jul 2024Student thesis: PhD Thesis
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Multi-source data fusion for land use classification using deep learning
CAO, R. (Author), Qiu, G. (Supervisor) & Zhang, Q. (Supervisor), 8 Jul 2021Student thesis: PhD Thesis
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Modelling and advanced optimisation methods for the multi-shift full truckload vehicle routing problem
XUE, N. (Author), Bai, R. (Supervisor) & Roberts, G. (Supervisor), 15 Jan 2017Student thesis: PhD Thesis
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Machine learning assisted (Hyper-)heuristic for combinatorial optimization problems with emerging challenges
TU, C. (Author), Bai, R. (Supervisor), Du, H. (Supervisor) & Ren, J. (Supervisor), Mar 2024Student thesis: PhD Thesis
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Machine learning and metaheuristic methods for optimizing dynamic truck dispatching in container ports
CHEN, X. (Author), Bai, R. (Supervisor) & Qu, R. (Supervisor), Mar 2024Student thesis: PhD Thesis
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Life cycle based decision support for sustainable automotive engineering and energy planning
LI, X. (Author), Bai, R. (Supervisor) & McKechnie, J. (Supervisor), 11 Nov 2017Student thesis: PhD Thesis
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Leveraging web and behavioural data for usable adaptive cybersecurity
ADDAE, J. H. (Author), Sun, X. (Supervisor), Towey, D. (Supervisor) & Radenkovic, M. (Supervisor), 6 Jul 2019Student thesis: PhD Thesis
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Improving ambiguity resolution and cycle slip detection from combined triple-frequency GNSS observations
ZHAO, D. (Author), Hancock, C. M. (Supervisor), Roberts, G. W. (Supervisor), Lau, L. (Supervisor) & Bai, R. (Supervisor), 8 Mar 2019Student thesis: PhD Thesis
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Hyper-heuristic approaches to automatically designing heuristics as mutation operators for evolutionary programming on function classes
HONG, L. (Author), Cartlidge, J. (Supervisor), Özcan, E. (Supervisor) & Bai, R. (Supervisor), 8 Nov 2018Student thesis: PhD Thesis
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Hybridising metaheuristics and exact methods for portfolio optimisation problem
CUI, T. (Author), Bai, R. (Supervisor), Parkes, A. (Supervisor) & Qiu, G. (Supervisor), 12 Nov 2016Student thesis: PhD Thesis
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Experimental and numerical investigation in CO2 sequestrations in chemical looping combustion
Chen, L. (Author), Yang, X. (Supervisor), Li, X. (Supervisor), Snape, C. (Supervisor) & Wen, A. (Supervisor), 14 May 2017Student thesis: PhD Thesis
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Enhanced naïve bayes classification framework with data reduction and transformation techniques
Wang, S. (Author), Ren, J. (Supervisor), Bai, R. (Supervisor), Yao, Y. (Supervisor) & Liu, T. (Supervisor), Jul 2024Student thesis: PhD Thesis
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Developing an effective monitoring system using sensors and artificial intelligence for sensory regulation of children with autism spectrum disorders
DENG, L. (Author), Bellotti, A. G. (Supervisor), Rushworth, A. (Supervisor), Dauncey, S. (Supervisor) & Rattadilok, P. (Supervisor), Jul 2024Student thesis: PhD Thesis
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Deep reinforcement learning Hyper-heuristics for online marine port truck dispatching
ZHANG, Y. (Author), Bai, R. (Supervisor) & Qu, R. (Supervisor), Mar 2024Student thesis: PhD Thesis
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Deep perceptual and analogical induction in abstract visual reasoning
He, W. (Author), Ren, J. (Supervisor), Bai, R. (Supervisor) & Liu, T. (Supervisor), Nov 2024Student thesis: PhD Thesis
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Deep learning-based object detection tackling data challenges
Gu, X. (Author), LU, Z. (Supervisor), Zhang, Q. (Supervisor) & Brusic, V. (Supervisor), Jul 2025Student thesis: PhD Thesis
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Context-aware sentence categorisation: word mover’s distance and character-level convolutional recurrent neural network
Fu, X. (Author), Ch'ng, E. (Supervisor) & Aickelin, U. (Supervisor), 8 Jul 2018Student thesis: PhD Thesis
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Classification of peripheral blood mononuclear cells using single cell transcriptomics data and artificial neural networks
ZHONG, J. (Author), Brusic, V. (Supervisor), Du, H. (Supervisor) & Jin, H. (Supervisor), 15 Jul 2023Student thesis: PhD Thesis
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Capsule-based image translation and quality analysis
YANG, F. (Author), Zhang, Q. (Supervisor) & Qiu, G. (Supervisor), 8 Nov 2021Student thesis: PhD Thesis
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Automatic pain assessment from face video (continuous pain intensity estimation in adults and newborns)
EGEDE, J. O. (Author), Valstar, M. (Supervisor) & Qiu, G. (Supervisor), 8 Mar 2019Student thesis: PhD Thesis
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Artcode detection in images
XU, L. (Author), Towey, D. (Supervisor), French, A. (Supervisor) & Benford, S. (Supervisor), 12 Jul 2020Student thesis: PhD Thesis
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An investigation of deep learning for image processing applications
Hou, X. (Author), Qiu, G. (Supervisor), 1 Jul 2018Student thesis: PhD Thesis
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An investigation into visual content understanding based on deep learning and natural language processing
SUN, K. (Author), Qiu, G. (Supervisor) & Pridmore, T. (Supervisor), 7 Jul 2019Student thesis: PhD Thesis
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An investigation into image and video foreground segmentation and change detection
ZHANG, C. (Author), Qiu, G. (Supervisor), Sun, X. (Supervisor) & Valstar, M. (Supervisor), 16 Nov 2019Student thesis: PhD Thesis
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An investigation into automatic people counting and person re-identification
XU, B. (Author), Qiu, G. (Supervisor) & Garibaldi, J. (Supervisor), 5 Jul 2018Student thesis: PhD Thesis
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An investigation into advanced digital microscopic technologies
ZHENG, C. (Author), Qiu, G. (Supervisor) & Qu, R. (Supervisor), 10 May 2017Student thesis: PhD Thesis
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An intelligent container transportation system using novel modelling, metaheuristics and automatic dispatching strategy
CHEN, J. (Author), Bai, R. (Supervisor), Qu, R. (Supervisor) & Kendall, G. (Supervisor), 1 Jul 2016Student thesis: PhD Thesis
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Advancing indoor multi-person localisation system based on sensor fusion method
WU, R. (Author), Lee, B. G. (Supervisor), Pike, M. (Supervisor) & Huang, L. (Supervisor), Jul 2024Student thesis: PhD Thesis
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Addressing the performance challenges of metamorphic testing
Ying, Z. (Author), Bellotti, A. G. (Supervisor) & Towey, D. (Supervisor), Jul 2025Student thesis: PhD Thesis
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