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Advancing healthcare AI: Methods to improve robustness, transparency and user-centric integration

thesis posted on 2025-04-07

Andrew Houston

Skeleton-based action recognition by deep learning

thesis posted on 2025-02-21

Jinze Huo

Improving class activation maps for weakly supervised semantic segmentation

thesis posted on 2024-11-22

Yifan Wang

Enhancing automated bug report analysis through advanced neural language models

thesis posted on 2024-11-20

Guoming Long

Exploring memory-facilitated graph neural networks for traffic forecasting

thesis posted on 2024-11-20

Ye Wei

Hybrid machine learning based network performance improvement in SDN and VANET

thesis posted on 2024-10-25

Ziyang Zhang

Eigenvalue bounds for Schrödinger operators with complex radial potentials

thesis posted on 2024-10-25

Solomon Keedle-Isack

Pushing the boundary: Specialising deep configuration performance learning

thesis posted on 2024-05-20

Jingzhi Gong

AI-based defect and irregular pattern detection, classification and retrieval models enhanced with morphological feature engineering for enabling AI reasoning capability

thesis posted on 2024-01-25

Jiajun Zhang

Exploring diverse strategies for image semantic segmentation in complex scenarios

thesis posted on 2024-01-25

Curiosity-driven visual algorithms for discovering and learning unknowns in underwater environment

thesis posted on 2023-11-29

Robust and effective vision algorithms for underwater environment

thesis posted on 2023-11-28

Jiangtao Wang

Improving intrusion detection system performance using generative adversarial networks architecture

thesis posted on 2023-11-28

Mohammad Arafah

Approaching realism in social dilemmas: moody reinforcement learners can conditionally replicate human models

thesis posted on 2023-11-16

Grace Feehan

Machine learning based approaches to automatic stuttering event detection

thesis posted on 2023-11-16

Abedal-karim Al-Banna

Visual-semantic embedding networks for cross-modal learning and information retrieval with search engine integration

thesis posted on 2023-11-16

Yan Gong

Probabilistic estimation of the algebraic degree of cryptographic Boolean functions

thesis posted on 2023-11-13

Percy Reyes-Paredes

Object detection in drone imagery using convolutional neural networks

thesis posted on 2023-11-13

Guoxu Wang

The next generation of Open Government Data Platform (OGD+)

thesis posted on 2023-10-27

Ali Albinali

Neuromodulated networks for lifelong learning and adaptation

thesis posted on 2023-10-05

Eseoghene Ben-Iwhiwhu

View transformation and novel view synthesis based on deep learning

thesis posted on 2023-03-28

Lei Jiang

Machine learning security of deep learning systems under adversarial perturbations

thesis posted on 2022-12-19

Jiefei Wei

Framework for rapid hardware prototyping using custom floating-point arithmetic

thesis posted on 2022-12-02

Nelson De-Sousa-Campos

Machine learning-based decision-making for autonomous vehicles at roundabouts

thesis posted on 2022-12-02

Weichao Wang

A scalable architecture for federated service chaining

thesis posted on 2022-11-30

Chen Chen

Conjunctive queries for logic-based information extraction

thesis posted on 2022-11-30

Application of convolutional neural networks in offline handwriting recognition and pen-path recovery

thesis posted on 2022-11-30

Application of machine learning and deep learning in drone imaging for desert ecology

thesis posted on 2022-11-21

Traffic aware routing enhancement in vehicular ad-hoc network

thesis posted on 2022-11-07

Mao Ye

On the Billaud Conjecture and related problems

thesis posted on 2022-11-07

Szymon Lopaciuk

Enhancing the security of wireless sensor network based home automation systems

thesis posted on 2022-07-27

Khusvinder Gill

Sequential and parallel algorithms for sequence analysis problems in bioinformatics

thesis posted on 2022-06-08

Xuan Liu

An interpretable learning-based multi-agent approach for recommender system

thesis posted on 2022-05-31

Abdullah Alhejaili

Multimedia and learning: an empirical investigation for media combinations and learning

thesis posted on 2022-05-11

Ahmed Al-Sharrah

Reducing the ambiguity of Parikh matrices: theoretical considerations and tools

thesis posted on 2022-02-03

Laura Hutchinson

Membership and separation problems inside two-variable first order logic

thesis posted on 2022-02-03

Viktor Henriksson

Secure opportunistic routing protocol based on reputation systems in VANETs

thesis posted on 2022-01-21

Eqbal Darraji

A deep learning-based system for fast and automated detection of volatile organic compounds in raw gas chromatography-mass spectrometry breath data

thesis posted on 2021-12-03

Angelika Skarysz

Surface EMG based hand gesture recognition using hybrid deep learning networks

thesis posted on 2021-11-26

Baao Xie

A probabilistic framework using dynamic Bayesian networks for human activity recognition and tracking

thesis posted on 2021-11-08

Mohamad Saada