Browsing Theses by Title
Now showing items 2623-2642 of 15628
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Convex Large Margin Training - Unsupervised, Semi-supervised, and Robust Support Vector Machines
(University of Waterloo, 2007-05-22)Support vector machines (SVMs) have been a dominant machine learning technique for more than a decade. The intuitive principle behind SVM training is to find the maximum margin separating hyperplane for a given set of ... -
Convex Optimization and Utility Theory: New Trends in VLSI Circuit Layout
(University of Waterloo, 1999)The design of modern integrated circuits is overwhelmingly complicated due to the enormous number of cells in a typical modern circuit. To deal with this difficulty, the design procedure is broken down into a set of ... -
Convex Optimization via Domain-Driven Barriers and Primal-Dual Interior-Point Methods
(University of Waterloo, 2017-08-24)This thesis studies the theory and implementation of infeasible-start primal-dual interior-point methods for convex optimization problems. Convex optimization has applications in many fields of engineering and science such ... -
Convex Optimization, Stochastic Approximation, and Optimal Contract Management in Real-time Bidding
(University of Waterloo, 2022-06-02)This thesis studies problems at the intersection of monotone and convex optimization, auction theory, and electronic commerce. Convex optimization and the theory of stochastic approximation serve as the basic practical ... -
Convex relaxation for the planted clique, biclique, and clustering problems
(University of Waterloo, 2011-08-24)A clique of a graph G is a set of pairwise adjacent nodes of G. Similarly, a biclique (U, V ) of a bipartite graph G is a pair of disjoint, independent vertex sets such that each node in U is adjacent to every node in V ... -
Convex Stochastic Control and Conjugate Duality in a Problem of Unconstrained Utility Maximization Under a Regime Switching Model
(University of Waterloo, 2015-05-22)In this thesis, we examine a problem of convex stochastic optimal control applied to mathematical finance. The goal is to maximize the expected utility from wealth at close of trade (or terminal wealth) under a regime ... -
Convolutional Neural Network for Sentence Classification
(University of Waterloo, 2015-08-26)The goal of a Knowledge Base–supported Question Answering (KB-supported QA) system is to answer a query natural language by obtaining the answer from a knowledge database, which stores knowledge in the form of (entity, ... -
A Convolutional Neural Network to Predict the State-of-Lithiation of Lithium-ion Batteries with the Nickel-Manganese-Cobalt-Oxide Chemistry
(University of Waterloo, 2023-04-14)A machine learning (ML) model was developed to study the discharge behavior of a 𝐿𝑖x𝑁𝑖0.33𝑀𝑛0.33𝐶𝑜0.33𝑂2 half-cell with particle-scale resolution. The ML model could predict the state-of-lithiation of the particles ... -
Convolutional Neural Networks for Land-cover Classification Using Multispectral Airborne Laser Scanning Data
(University of Waterloo, 2018-09-21)With the spread of urban culture, urbanisation is progressing rapidly and globally. Accurate and update land cover (LC) information becomes increasingly critical for protecting ecosystems, climate change studies and ... -
Cooperative Autonomous Vehicle Speed Optimization near Signalized Intersections
(University of Waterloo, 2018-12-12)Road congestion in urban environments, especially near signalized intersections, has been a major cause of significant fuel and time waste. Various solutions have been proposed to solve the problem of increasing idling ... -
Cooperative Based Software Clustering on Dependency Graphs
(University of Waterloo, 2014-06-20)The organization of software systems into subsystems is usually based on the constructs of packages or modules and has a major impact on the maintainability of the software. However, during software evolution, the ... -
Cooperative Clustering Model and Its Applications
(University of Waterloo, 2008-09-24)Data clustering plays an important role in many disciplines, including data mining, machine learning, bioinformatics, pattern recognition, and other fields, where there is a need to learn the inherent grouping structure ... -
Cooperative Communication over Underwater Acoustic Channels
(University of Waterloo, 2013-06-18)As diverse and data-heavy underwater applications emerge, demanding requirements are further imposed on underwater wireless communication systems. Future underwater wireless communication networks might consist of both ... -
Cooperative Diversity and Partner Selection in Wireless Networks
(University of Waterloo, 2007-09-18)Next generation wireless communication systems are expected to provide a variety of services including voice, data and video. The rapidly growing demand for these services needs high data rate wireless communication ... -
Cooperative Diversity for Fading Channels in the Presence of Impulsive Noise
(University of Waterloo, 2008-12-22)Although there already exists a rich literature on cooperative diversity, current results are mainly restricted to the conventional assumption of additive white Gaussian noise (AWGN). AWGN model realistically represents ... -
Cooperative Diversity for Inter-Vehicular Communications
(University of Waterloo, 2008-05-14)Recent technological advances and pervasiveness of wireless communication devices have offered novel and promising solutions to the road safety problem and on-the-go entertainment. One such solution is the Inter-Vehicular ... -
Cooperative End-to-end Congestion Control in Heterogeneous Wireless Networks
(University of Waterloo, 2013-09-03)Sharing the resources of multiple wireless networks with overlapped coverage areas has a potential of improving the transmission throughput. However, in the existing frameworks, the improvement cannot be achieved in ... -
A Cooperative Game Theory Model for Bandwidth Allocation in Community Mesh Networks
(University of Waterloo, 2007-05-15)Multi-hop wireless network are promising techniques in the field of wireless communication. The dynamic topology of the network and the independent selfish participants of the network make it difficult to be modeled by ... -
Cooperative Manipulation using a Magnetically Navigated Microrobot and a Micromanipulator
(University of Waterloo, 2017-12-13)The cooperative manipulation of a common object using two or more manipulators is a popular research field in both industry and institutions. Different types of manipulators are used in cooperative manipulation for carrying ... -
Cooperative Models of Particle Swarm Optimizers
(University of Waterloo, 2008-09-04)Particle Swarm Optimization (PSO) is one of the most effFective optimization tools, which emerged in the last decade. Although, the original aim was to simulate the behavior of a group of birds or a school of fish looking ...