Browse by Department

A

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.

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.

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.

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.

B

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.

C

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

G

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.

H

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.

J

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

K

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

M

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

N

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.

O

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

P

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.

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

S

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.

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.

T

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

W

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.

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

Y

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

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