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New Techniques for Learning Parameters in Bayesian Networks.
(Queen Mary University of London, 2015-08)
One of the hardest challenges in building a realistic Bayesian network (BN) model is
to construct the node probability tables (NPTs). Even with a fixed predefined model
structure and very large amounts of relevant data, ...
Resource Allocation Schemes for Multiuser Wireless Communication Systems Powered by Renewable Energy Sources
(Queen Mary University of London, 2015-10-12)
In the future cyber-physical systems, such as smart grids, a large amount of sensors will
be distributively deployed in di erent locations throughout the systems for the purpose
of monitoring and control. Conventionally, ...
Decision Support using Bayesian Networks for Clinical Decision Making.
(Queen Mary University of London, 2012-04)
This thesis investigates the use of Bayesian Networks (BNs), augmented by the Dynamic Discretization
Algorithm, to model a variety of clinical problems. In particular, the thesis demonstrates
four novel applications of ...
Cross-Layer QoE Improvement with Dynamic Spectrum Allocation in OFDM-Based Cognitive Radio.
(Queen Mary University of London, 2014-03)
Rapid development of devices and applications results in dramatic
growth of wireless tra c, which leads to increasing demand on wire-
less spectrum resources. Current spectrum resource allocation pol-
icy causes low e ...
Theories for Session-based Governance for Large-scale Distributed Systems
(Queen Mary University of London, 2013-03)
Large-scale distributed systems and distributed computing are the pillars
of IT infrastructure and society nowadays. Robust theoretical principles for
designing, building, managing and understanding the interactive ...
Real-world Human Re-identification: Attributes and Beyond.
(Queen Mary University of London, 2015-09-06)
Surveillance systems capable of performing a diverse range of tasks that support human intelligence
and analytical efforts are becoming widespread and crucial due to increasing threats
upon national infrastructure and ...
Information-Theoretic Measures of Predictability for Music Content Analysis.
(Queen Mary University of London, 2014-11)
This thesis is concerned with determining similarity in musical audio, for the purpose of applications
in music content analysis. With the aim of determining similarity, we consider the
problem of representing temporal ...
On Bar Recursive Interpretations of Analysis.
(Queen Mary University of London, 2013-08)
This dissertation concerns the computational interpretation of analysis via proof interpretations,
and examines the variants of bar recursion that have been used to interpret the
axiom of choice. It consists of an applied ...
Understanding and Supporting Cross-modal Collaborative Information Seeking
(Queen Mary University of London, 2016-02-24)
Most previous studies of users with visual impairments (VI) access to the web have focused solely on single user human-web interaction. This thesis explores the under investigated area of cross-modal collaborative information ...
QoS-aware Radio Resource Management for Spectrum Sharing Radio Networks
(Queen Mary University of London, 2014-08-02)