Browsing Theses by Title
Now showing items 2362-2381 of 4235
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Machine Learning Aided Power Control for NOMA Enabled Internet of Things
(Queen Mary University of London, 2023)Massive machine-type communication is one of the three use cases of 5th generation (5G) and beyond wireless communications technology, which enables connectivity of a large number of short-packet internet-of-things (IoT) ... -
Machine Learning Algorithms for Privacy-preserving Behavioral Data Analytics
(Queen Mary University of London, 2021-05-31)Behavioral patterns observed in data generated by mobile and wearable devices are used by many applications, such as wellness monitoring or service personalization. However, sensitive information may be inferred from these ... -
Machine Learning Approaches for Semantic Segmentation on Partly-Annotated Medical Images
(Queen Mary University of London, 2023)Semantic segmentation of medical images plays a crucial role in assisting medical practitioners in providing accurate and swift diagnoses; nevertheless, deep neural networks require extensive labelled data to learn and ... -
Machine Learning Approaches for the Prioritisation of Cardiovascular Disease Genes Following Genome- wide Association Study
(2023)Genome-wide association studies (GWAS) have revealed thousands of genetic loci, establishing itself as a valuable method for unravelling the complex biology of many diseases. As GWAS has grown in size and improved in study ... -
Machine Learning Architectures for Video Annotation and Retrieval
(Queen Mary University of London, 2018-09-06)In this thesis we are designing machine learning methodologies for solving the problem of video annotation and retrieval using either pre-defined semantic concepts or ad-hoc queries. Concept-based video annotation refers ... -
Machine Learning Based Transmission Scheduling For LoRaWANs.
(Queen Mary University of London., 2021-10)First and foremost, I would like to thank the government of the Kingdom of Saudi Arabia for the opportunity to pursue my research programme. It has been a great honour to work alongside such an elite team, for which I ... -
Machine Learning Empowered Reconfigurable Intelligent Surfaces
(2023)Reconfigurable intelligent surfaces (RISs) or known as intelligent reflecting surfaces (IRSs) have emerged as potential auxiliary equipment for future wireless networks, which attracts extensive research interest in their ... -
Machine Learning Empowered Resource Allocation for NOMA Enabled IoT Networks
The Internet of things (IoT) is one of the main use cases of ultra massive machine type communications (umMTC), which aims to connect large-scale short packet sensors or devices in sixth-generation (6G) systems. This rapid ... -
Machine Learning for Design Optimization of Antenna Applications
(2023)In recent years, the rapid development of machine learning (ML) technique enables us to address complex electromagnetic (EM) problems such as Radio frequency (RF) signal analysis, antennas, and artificial EM materials ... -
Machine Learning for Intelligent IoT Networks with Edge Computing
(2021)The intelligent Internet of Things (IoT) network is envisioned to be the internet of intelligent things. In this paradigm, billions of end devices with internet connectivity will provide interactive intelligence and ... -
Machine Learning in Finance: Estimation, Inference and Financial Applications for Correlated Data
(2021)Modern technologies have generated big data at an unprecedented scale and speed, which has spurred remarkable progress in high-dimensional statistical research and o ers alternative solutions to some prominent nancial ... -
Machine learning methods for the automated and reproducible analysis of multi-parameter techniques in cytometry
The human immune system is a complex network of organs, tissues and cells that work together to defend the body from invading pathogens. Our response to disease is mediated through specialised immune cells that are ... -
Macroeconomic effects of monetary policy shocks: Credit and in ation expectation transmission channels.
(Queen Mary University of London, 29/01/2020)After the introduction, this thesis comprises three chapters that examine the monetary policy transmission channels in the European Union. The chapters focus on two channels of monetary policy transmission: credit supply ... -
Macroeconomic forecasting using model averaging
(Queen Mary University of London, 2009)Recently, there has been a broadening concern on forecasting techniques that are applied on large data sets, since economists in business and management want to deal with the great magnitude of information. In this ... -
Macroeconomic Issues In A Small Transition Economy: The Case of Latvia.
(Queen Mary University of London, 2002)In a series of essays a number of important issues of macroeconomic modelling of a small transition economy are explored. The essays are unified by the common theme of dollarization or currency substitution, which is ... -
Macrophage and T helper dynamics in Classical Hodgkin Lymphoma and their role in PD1 checkpoint blockade
(Queen Mary University of London, 2021)Classical Hodgkin Lymphoma (CHL) is a germinal centre B cell lymphoma characterised by rare lymphoma cells within a diverse inflammatory infiltrate. It is unusual amongst haematological malignancies in that it responds ... -
MAFIA WOMEN IN CONTEMPORARY ITALY: The Changing Role of Women in the Italian Mafia since 1945
(Queen Mary University of London, 2005)By relying mainly on court cases and interviews with pentiti (people who turned state's evidence), this thesis shows that the role of women in the Italian mafia has significantly changed since 1945. Beyond performing ... -
Magnetism in Multiferroics and Low Dimensional Metal-Organic Complexes
(Queen Mary University of London, 2016-09-28)Multiferroics and magnetic metal-organic complexes are candidates for sophisticated applications in the future. In thisthesis, the magnetism in BiFeO3 (a multiferroic material with an incommensurate spin cycloidal structure), ... -
Magnetohydrodynamic Waves in Realistic Three-Dimensional Solar Atmospheric Structures
In this thesis the role of magnetohydrodynamic (MHD) waves in the heating of the solar corona is investigated, not only as a direct source of heating but as also a triggering mechanism for flares and as a progenitor of ... -
Magnetoresistance and Doping Effects in Conjugated Polymer-Based Organic Light Emitting Diodes.
(Queen Mary University of London, 2015)Magnetoresistance (MR) and doping effects have been investigated in a poly(3-hexylthiophene-2,5-diyl) (P3HT) based organic light emitting diodes. In single device of fixed composition (Au/P3HT/Al as spun and processed in ...