Browse by Department

Doctoral

ABDUH, LATIFAH,ABDULLAH,A (2023) Anomaly Detection in Face Anti-spoofing: Algorithms, Training Set Construction, and Bias Analysis. Doctoral thesis, Durham University.

ADEY, PHILIP,ANTHONY (2022) On Deep Machine Learning Methods for Anomaly Detection within Computer Vision. Doctoral thesis, Durham University.

ADURAGBA, OLANREWAJU,MOHAMMED,TAHIR (2023) Social Media Analysis for Social Good. Doctoral thesis, Durham University.

AKCAY, SAMET (2020) Towards Real-Time Anomaly Detection within X-ray Security Imagery: Self-Supervised Adversarial Training Approach. Doctoral thesis, Durham University.

ALAMRI, AHMED,SARHAN (2023) Early Identification of Dropout Students in Massive Open Online Courses. Doctoral thesis, Durham University.

ALATIYYAH, MOHAMMED,HAMAD (2019) Personalization Models for Travel Recommender Systems. Doctoral thesis, Durham University.

ALHARBI, MESHAL,GHALIB,M (2020) An Agent-Based Modelling and Simulation Framework to Investigate Manufacturing and Retail Small and Medium-Sized Enterprises’ Immediate Response to and Short-Term Recovery from Flood Events. Doctoral thesis, Durham University.

ALHARBI, SHUAA,SALEEM,M (2019) Curvilinear Structure Enhancement and Centreline Extraction in 2D and 3D Images. Doctoral thesis, Durham University.

ALHASSAN, ZAKHRIYA,NASSER,H (2021) Machine Learning for Diabetes and Mortality Risk Prediction From Electronic Health Records. Doctoral thesis, Durham University.

ALHASSON, HAIFA,FAHAD,S (2019) Enhancement, Extraction and Analysis of Curvilinear Structure in Biomedical Images. Doctoral thesis, Durham University.

ALJOHANI, TAHANI,MUSLIH,M (2022) Learner Profiling: Demographics Identification Based on
NLP, Machine Learning, and MOOCs Metadata. Doctoral thesis, Durham University.

ALMUQREN, LATIFAH (2021) Twitter Analysis to Predict the Satisfaction of Saudi
Telecommunication Companies’ Customers. Doctoral thesis, Durham University.

ALMUSHYTI, MUNA,IBRAHIM,M (2023) Recognizing Human-Object Interactions in Videos. Doctoral thesis, Durham University.

ALMUTAIRI, AESHAH,ALI,S (2021) Quality Measurements on Quantised Meshes. Doctoral thesis, Durham University.

ALNASSER, ALJAWHARAH,MOHAMMED,A (2020) Design Models for Trusted Communications in Vehicle-to-Everything (V2X) Networks. Doctoral thesis, Durham University.

ALRAJHI, LAILA,MOHAMMED (2024) Predicting the Need for Urgent Instructor Intervention in MOOC Environments. Doctoral thesis, Durham University.

ALSAQQAF, AMANI,ZAINALABDEEN,M (2023) Conceptual Framework for Designing Virtual Field Trip Games. Doctoral thesis, Durham University.

ALSEHAIM, AISHAH,ABDULRAHMAN (2023) Video Person Re-identification for Future Automated Visual Surveillance Systems. Doctoral thesis, Durham University.

ALSHAMMARI, NAIF,SENITAN,S (2022) On Semantic Segmentation for Vehicle Sensing in Adverse Conditions. Doctoral thesis, Durham University.

ALSHEHRI, MOHAMMAD,ABDULLAH (2024) Predicting Paid Certification in Massive Open Online Courses. Doctoral thesis, Durham University.

ALTUWAIJRI, EMAN,ALI,S (2018) Supporting Ambulance Crews
Electronically through the Provision
of ‘On-Demand’ Patient Health
Information. Doctoral thesis, Durham University.

ATAPOUR-ABARGHOUEI, AMIR (2019) Immaculate Depth Perception: Recovering 3D Scene Information via Depth Completion and Prediction. Doctoral thesis, Durham University.

BAI, YANG (2023) Towards Interaction-level Video Action Understanding. Doctoral thesis, Durham University.

BARKER, JACK,WILLIAM (2023) Semi-Supervised Deep Learning Approaches for Anomaly Detection in Computer Vision. Doctoral thesis, Durham University.

BOND-TAYLOR, SAMUEL,EDWARD (2024) Modelling High-Dimensional Data with Likelihood-Based Generative Models. Doctoral thesis, Durham University.

BONNER, STEPHEN,ARTHUR,ROBERT (2020) Advances in Learning and Understanding with Graphs through Machine Learning. Doctoral thesis, Durham University.

BRENNAN, JOHN,DAVID,PATRICK (2021) Addressing Scalability and Performance for Community Detection and Clustering in Complex Graphs. Doctoral thesis, Durham University.

BURTON, JAMES (2024) Natural Language and Multimodal Text-Tabular Explanations using Large Language Models and SHAP. Doctoral thesis, Durham University.

CARDENAS-CANTO, PEDRO (2022) Towards a National Security Analysis Approach via Machine
Learning and Social Media Analytics. Doctoral thesis, Durham University.

CHARRIER, DOMINIC,ETIENNE (2020) Communication-Avoiding Algorithms for a High-Performance Hyperbolic PDE
Engine. Doctoral thesis, Durham University.

DUAN, HAORAN (2024) Attention Mechanism for Adaptive Feature Modelling. Doctoral thesis, Durham University.

FRIEDLANDER, ISOBEL,SOPHIE,AIMEE (2024) The MacWilliams Identity for Krawtchouk Association Schemes. Doctoral thesis, Durham University.

GAJBHIYE, AMIT (2020) Enhancing the Reasoning Capabilities of Natural Language Inference Models with Attention Mechanisms and External Knowledge. Doctoral thesis, Durham University.

GHANI, ABDUL,AZIZ,SAUD,ABDUL (2023) The Complexity of Some Geometric Proof Systems. Doctoral thesis, Durham University.

HODGSON, RYAN,THOMAS (2024) Finding Meaning Through Downstream Analysis of Embeddings:
A Case-Study of Knowledge Discovery for the Media and Publishing Industry. Doctoral thesis, Durham University.

HOLDER, CHRISTOPHER,JOHN (2018) On Semantic Segmentation and Path Planning for Autonomous Vehicles within Off-Road Environments. Doctoral thesis, Durham University.

HUDSON, GEORGE,THOMAS (2024) Reformulation and Decomposition: Multitask learning approaches to Long Document Problems. Doctoral thesis, Durham University.

ISAAC-MEDINA, BRIAN,KOSTADINOV,SHALON (2024) On Deep Machine Learning for Multi-view Object Detection and Neural Scene Rendering. Doctoral thesis, Durham University.

JACKSON, PHILIP,THOMAS,GABRIEL (2020) Machine Learning Advances for Practical Problems in Computer Vision. Doctoral thesis, Durham University.

KLOBAS, NINA (2024) Algorithms and Complexity for Temporal Graph Optimization and Design. Doctoral thesis, Durham University.

KLUVANEC, DANIEL (2024) Novel Orientation Representations for Deep Learning-Based Instance Segmentation. Doctoral thesis, Durham University.

KRESTENITIS, KONSTANTINOS (2018) Parallel Multiscale Contact Dynamics for Rigid Non-spherical Bodies. Doctoral thesis, Durham University.

LEACH, ADAM (2023) On deep generative modelling
methods for protein-protein
interaction. Doctoral thesis, Durham University.

LI, LI (2024) On Deep Learning for Geometric and Semantic Scene Understanding Using On-Vehicle 3D LiDAR. Doctoral thesis, Durham University.

LI, ZHAOXING (2023) Deep Reinforcement Learning Approaches for Technology Enhanced Learning. Doctoral thesis, Durham University.

MACIEL-PEARSON, BRUNA,GRACIELE (2020) Deep Learning Approaches for Autonomous UAV Control and Mapping in Cluttered Outdoor Environments. Doctoral thesis, Durham University.

NASRULLOH, AMAR,VIJAI (2020) 3D Segmentation & Measurement of Macular Holes. Doctoral thesis, Durham University.

NIK-AZNAN, NIK,KHADIJAH,BINTI (2021) On Tackling Fundamental Constraints in Brain-Computer Interface Decoding via Deep Neural Networks. Doctoral thesis, Durham University.

OMAR, LUMA,QASSAM,ABEDALQADER (2018) Face Liveness Detection under Processed Image Attacks. Doctoral thesis, Durham University.

PAESANI, GIACOMO (2021) Graph Transversals for Hereditary Graph Classes: a Complexity Perspective. Doctoral thesis, Durham University.

PAYEN-DE-LA-GARANDERIE, GREGOIRE,PIERRE,HUGUES (2020) Multi-Object Detection, Pose Estimation and Tracking in Panoramic Monocular Imagery for Autonomous Vehicle Perception. Doctoral thesis, Durham University.

PG-HJ-AHMAD, PG,HJ,AZHAN (2023) Design, Development and Evaluation of an Educator-Oriented Serious Role-Playing Game Authoring Platform. Doctoral thesis, Durham University.

POYSER, MATTHEW (2023) Minimizing Computational Resources for Deep Machine Learning: A Compression and Neural Architecture Search Perspective for Image Classification and Object Detection. Doctoral thesis, Durham University.

PREW, WILLIAM,THOMAS (2023) Improved Deep Neural Networks for Generative Robotic Grasping. Doctoral thesis, Durham University.

QAISER, FAWADA (2018) Training Single Walled Carbon Nanotube based Materials to perform computation. Doctoral thesis, Durham University.

SASAKI, HIROSHI (2023) Image Diversification via Deep Learning based Generative Models. Doctoral thesis, Durham University.

SAZAK, CIGDEM (2019) Curvilinear Structure Enhancement in Biomedical Images. Doctoral thesis, Durham University.

SHEIKH, ABDULLAH,ADNAN (2020) Scheduling Security Model for a
Cloud Environment. Doctoral thesis, Durham University.

SIBRINA, DAVID (2024) Scalable VR & AR Technologies for Surgical Planning in Clinical Medicine. Doctoral thesis, Durham University.

SMITH, SIANI,ALICE (2022) Graph Partitioning With Input Restrictions. Doctoral thesis, Durham University.

SOUTHERN, KARL (2023) The Side-Channel Resistance of Error Correcting Codes for Post Quantum Cryptography. Doctoral thesis, Durham University.

SUN, ZHONGTIAN (2024) Robustness, Heterogeneity and
Structure Capturing for Graph Representation Learning and its Application. Doctoral thesis, Durham University.

THOMAS, DANIEL,JAMES,RHYS (2020) Topics in Graph Theory: Extremal Intersecting Systems, Perfect Graphs, and Bireflexive Graphs. Doctoral thesis, Durham University.

WAN, FAN (2024) Enhanced Privacy and Efficiency in Machine Learning Through Innovative Paradigms. Doctoral thesis, Durham University.

WASTELL, CHRISTOPHER,MICHAEL (2018) Communication Patterns for Randomized Algorithms. Doctoral thesis, Durham University.

WATSON, MATTHEW,STEVEN (2023) Explainable Machine Learning for Robust Modelling in Healthcare. Doctoral thesis, Durham University.

WESTMACOTT, HENRY,JAMES (2023) Regularized Multigrid Optimization for Material Reconstruction from Single Medical X-ray Images. Doctoral thesis, Durham University.

WINTERBOTTOM, THOMAS,IAIN (2023) Scalable Methodologies and Analyses for Modality Bias and Feature Exploitation in Language-Vision Multimodal Deep Learning. Doctoral thesis, Durham University.

YU, JIALIN (2023) Natural Language Processing with Deep Latent Variable Models: Methods and Applications. Doctoral thesis, Durham University.

YUCER-TEKTAS, SEYMA (2024) Towards Fair Face Recognition: Mitigating Racial Bias via Generative Deep Learning. Doctoral thesis, Durham University.

ZHANG, HAOZHENG (2024) Human Movement Disorders Analysis with Graph Neural Networks. Doctoral thesis, Durham University.

ZHANG, PENG (2023) Control and Analysis for Sequential Information based on Machine Learning. Doctoral thesis, Durham University.

ZHANG, XIN (2020) Information embedding and retrieval in 3D printed objects. Doctoral thesis, Durham University.

ZHOU, YUNZHAN (2024) User Interface Design for Information Acquisition in Virtual Reality. Doctoral thesis, Durham University.

Masters

HARIT, ANOUSHKA (2022) Optimizing Weights And Biases in MLP Using Whale Optimization Algorithm. Masters thesis, Durham University.

HAZELWOOD, BENJAMIN (2019) Asynchronous Teams and Tasks in a Message Passing Environment. Masters thesis, Durham University.

HESSEY, PETER (2023) MLM Diffusion: Generating Globally-Consistent High-Resolution Images from Discrete Latent Spaces. Masters thesis, Durham University.

SMITH, CHRISTOPHER,FREDERICK (2024) The Automatic Focusing of DMX Moving Head Fixtures. Masters thesis, Durham University.

YU, ZHENGDI (2023) 3D Representation Learning for Shape Reconstruction and Understanding. Masters thesis, Durham University.