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- Chauve, Cedric (author), Jones, M.E.L. (author), Lafond, Manuel (author), Scornavacca, Celine (author), Weller, Mathias (author) abstract 2017
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de Jong, Gijs (author)The feeling of belongingness, to be a member of a group, is rooted in human evolutionary history. Cooperative behaviour within such groups has since been an important research topic. The evolution of cooperation in the iterated prisoner's dilemma (IPD) has been shown to be an effective tool of simulating and analysing this behaviour. However, it...bachelor thesis 2020
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Oudejans, Benjamin (author)As quantum computers are developing, they are beginning to become useful for practical applications, for example in the field of quantum metrology. In this work, a variational quantum algorithm is used to find an optimal probe state for measuring parameters in a noisy environment. This is achieved by optimizing a cost on a quantum computer,...bachelor thesis 2021
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Bookholt, F.D. (author)In this thesis, we learn the structure of a hybrid Bayesian network (mixed continuous and discrete) for a small data set and learn the parameters. We segment the learning process in distinct steps and evaluate the possible options for each step. After a short introduction into the theory of Bayesian networks, we cover the topics: data...bachelor thesis 2013
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Katz, Roy (author)Federated learning enables the construction of machine learning models, while adhering to privacy constraints and without sharing data between different devices. It is achieved by creating a machine learning model on each device that contains data, and then combining these models through an aggregation algorithm without sharing the data....bachelor thesis 2023
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Bentvelsen, Joris (author), de Koeijer, Niels (author)This report details the design and implementation of a subsystem within a localization system designed for the Bosch DICENTIS wireless conference system. The goal of this localization system is to determine the location of individual units. These units each contain a microphone and a loudspeaker and are used by the participants at a conference....bachelor thesis 2018
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Groenheide, Jeroen (author)Multi-Level variants of classic optimisation problems are becoming more noteworthy as the complexity of real life applications increases. In this research we investigate the Multi-Level Bin Packing optimisation problem, which models, for example, global logistics and part manufacturing. We will look at the performance of solving Integer Linear...bachelor thesis 2022
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van Marrewijk, Jonas (author)Segmentation of 3D medical images is useful for various medical tasks. However, fully automated segmentation lacks the accuracy required for medical purposes while manual segmentation is too time-consuming. Therefore, an active learning method can be used to generate an accurate segmentation using less user input. The active learning pipeline...bachelor thesis 2023
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Sewnarain, Winay (author), Rijkeboer, Mats (author)At virtually every public venue, announcements for visitors are made via a public addressing system. It is important that announcements transmitted by means of a public addressing system are not only audible, but also well understood by the general public. This thesis covers one of three subsystems required to make<br/>a product that is capable...bachelor thesis 2019
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Cornelissen, Eric (author), de Vroomen, Cornel (author), Verbraeken, Joost (author), Winnubst, Nick (author)In this project we aimed to create a post-trading day safeguard system that allows for the identification of bugs in the primary and secondary risk control systems at Optiver. These systems are needed to prevent undesirable exposure to the market from happening, and to ensure that they know exactly what this exposure is. The amount of input data...bachelor thesis 2018
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Een selectie algoritmen voor lineair programmeren (A selection of algorithms for linear programming)Van Katwijk, B. (author)In dit verslag zijn enkele algoritmen voor lineair programmeren (LP) beschouwd en afgeleid, in het bijzonder het relatief nieuwe relaxatiealgoritme van S. Chubanov dat sterk-polynomiaal is voor een specifieke klasse LP-problemen.bachelor thesis 2013
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Sonneveld, Auke (author)This paper presents a comparative study of multiple algorithms that can be used to automatically search for high-performing pipelines on machine learning problems. These algorithms, namely Very Large-Scale Neighbourhood search (VLSN), Breadth-first search, Metropolis-Hastings, Monte-Carlo tree search (MCTS), enumerative A* search, and Genetic...bachelor thesis 2023
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Blauw, S.C. (author)The objective of this thesis is to design an algorithm for learning the structure of non-parametric Bayesian networks (BNs) from data and has been written as part of acquiring the bachelor's degree at the Delft Institute of Applied Mathematics of the TU Delft. Inspiration for improving an existing algorithm while designing a new procedure was...bachelor thesis 2014
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Tramontina, Gino (author)Bidirectional Reflectance Distribution Functions, BRDFs, describe the reflectance of light on a ma-terial, and are widely used in computer graphics to render materials. Acquiring a full measured BRDF can be costly and time consuming, so this research aims to answer the question ”How can we approx-imate a full BRDF from a single slice (in-plane...bachelor thesis 2023
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Delboo, Maxime (author)This thesis contains a rigorous derivation of the path integral formulation of the Isingmodel with multiple original proofs. Besides that, thesis also contains various resultsof simulations of the 2D square lattice Ising Model with nearest-neighbour interactionsusing the Swendsen-Wang algorithm. Using finite size scaling to find critical...bachelor thesis 2022
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Bus, J.C.P. (author)The Quantum Approximate Optimization Algorithm (QAOA) is one of the promising near-term algorithms designed to find approximate solutions for combinatorial optimization problems. The algorithm prepares a parametrized state that is aimed to maximize the expectation value of the objective function of the problem. The circuit for QAOA consists of p...bachelor thesis 2020
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Budko, Ariena (author)In this paper the research behind the parallelization on the GPU of the time parallel time integration method Parareal. Firstly, the theory behind Parareal and its convergence theorems will be detailed. Then, two test models, the Lorenz system and Heat diffusion equation, will be introduced. Additionally, the derivation of the Forward Euler and...bachelor thesis 2020
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Cederhout, Quinten (author)In this dissertation we look at the seriation problem and the applications of this problem. Given a set of items, we try to find an ordering based on the similarity between the items. We start by explaining the mathematical theory behind the seriation problem. Then we describe a couple of different methods that can be used to find a solution for...bachelor thesis 2017
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Biedma Nuñez, Pablo (author)The increasing dangers of unfairness in machine learning (ML) are becoming a frequent subject of discussion, both, in academia and popular media. Recent literature focused on introducing and assessing algorithmic solutions to bias in ML. However, there is a disconnect between these solutions and practitioners' needs. By interviewing 30 ML...bachelor thesis 2022
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Huijsman, Robbert (author)Interest in phylogenetic trees for histories of species and DNA has spawned many problems, one of which is TreeContainment; a problem that asks whether a tree is contained within a network. The TreeContainment problem is proven to be NP-hard for general trees and networks, however it is solvable in polynomial time for networks that meet the tree...bachelor thesis 2019