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Koppenol, D.C. (author)In this report I present the results from the mathematical analysis of a model neuronal network introduced by Ermentrout and Curtu, extended to two space dimensions. The model can be seen as a simple model of a cortical sheet that describes the firing rate activity of two populations of neurons coupled together, one excitatory that displays...bachelor thesis 2012
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Raats, J.M. (author), Van der Zwan, L.F. (author)The Investment Department of ING asked us to build a model that predicts customer loyalty using the Net Promoter Score (NPS) system and a dashboard that would show the results of the model. With this model and dashboard ING may be able to get an insight into which groups of customers are at risk to complain.bachelor thesis 2015
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Puente Barajas, Daniel (author)This paper describes the process and evaluation methods by which we adapted a Reaction-Diffusion model and an order parameter to monitor its segregation state in a 2D Cellular Automaton model. The model simulates Turing pattern formations, whose behavior will be studied by an order parameter formulated for this project. This order parameter acts...bachelor thesis 2023
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Dur, Rens (author)In 1952, Alan M. Turing presented a reaction-diffusion model that described formation of skin patterns. The patterns he predicted have later been found in various natural phenomena, such as in skins of fish or even in vegetation around termite hills. His patterns have even been taken to the micro-level. In 1984, David A. Young proposed a...bachelor thesis 2023
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Van den Haak, P. (author), Cheung, M. (author)Major research efforts in Bioinformatics include sequence alignment, gene finding, genome assembly, protein structure alignment, protein structure prediction, prediction of gene expression and protein-protein interactions, and the modeling of evolution. To perform these specific tasks different tools are used. Using these tools separately is a...bachelor thesis 2008
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den Heijer, Remco (author)Does a convolutional neural network (CNN) always have to be deep to learn a task? This is an important question as deeper networks are generally harder to train. We trained shallow and deep CNNs and evaluated their performance on simple regression tasks, such as computing the mean pixel value of an image. For these simple tasks we show that...bachelor thesis 2021
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van der Voort, Niels (author)Heart rate data and other data collected by consumer-grade wearable devices can give away quite useful information about the user. It can for example be used by machine learning algorithms such as Deep Neural Networks (DNN) to learn patterns about cardiovascular disease and fitness, or be used for identification. Heart rate patterns can also...bachelor thesis 2023
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Haarman, Luuk (author)Generative adversarial networks (GANs) are a popular method for image generation, capable of state-of-the-art. Despite this popularity, the generation of fabric patterns remains somewhat unexplored. A possible reason for this could be that there is no publicly shared dataset large enough to train models. However, research into this topic could...bachelor thesis 2021
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Joosten, T.H. (author)Due to the increasing problem of cardiovascular diseases, the demand for diagnosing measurements is also increasing. These measurements should be cheap, nondestructive, accurate and real-time. Measurements like these already exist in the form of photoplethysmography (PPG). However, these measurements make use of a scalar quantity which throws...bachelor thesis 2016
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Kalandadze, Anna (author)Learning curves display predictions of the chosen model’s performance for different training set sizes. They can help estimate the amount of data required to achieve a minimal error rate, thus aiding in reducing the cost of data collection. However, our understanding and knowledge of the various shapes of learning curves and their applicability...bachelor thesis 2023
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Posner, Noah (author), Krijgsman, Caspar (author), Baran, Krzysztof (author), Wisboom, Matthijs (author), Lambregts, Steven (author)The monumental goal of Artificial Intelligence (AI) is to model general solutions that can be applied to perform a variety of tasks that normally demand human intelligence to solve. Traditionally human game developers painstakingly design and tweak levels until achieving the precise output of their heart’s desire. In the gaming industry, AI for...bachelor thesis 2020
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Elghlan, Faris (author), van Leest, Timo (author), van den Berg, Michiel (author)Note: some parts of the abstract have been censored to hide company secrets.<br/><br/>This project was performed for Orchid N.V., an innovator in agriculture. The project focuses on their Scalar system. This is a system that consists out of multiple machines that automatically feed cows. While farmers are generally pleased with these systems, --...bachelor thesis 2017
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Radomski, Fabian (author)Design pattern provide an abstraction that the pro- gram synthesis algorithm can use in order to find programs easier. However, coming up with them is difficult as they are domain-specific. This paper showcases a novel approach to creating design pat- terns through the means of genetic algorithms. Re- sults are showing that while in the robot...bachelor thesis 2022
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Van Oosterhout, D. (author), Ravestein, T. (author), Nolte, H. (author)Analyzing core data for fracture analysis is restricted by costs and gives limited information. Outcrop studies with the software DigiFract give a more complete set of information about fractures. The aim of this research is to find correlations between fractures patterns, lithology and tectonic position in the area around Coldigioco, Marche,...bachelor thesis 2012
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Faraldos Pijoan, Pau (author)Data types and pattern matching are fundamental concepts in programming. Data types define the structure of data, while pattern matching allows efficient manipulation and extraction of the same data. This text provides an overview of different implementation techniques for type systems regarding data types and pattern matching in the existing...bachelor thesis 2023
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Wallage, Just (author)The goal of this research is to find out whether it is possible to use a specific type of machine learning algorithm to create new data that resembles data in a given dataset. The algorithm that is used is a variational autoencoder (VAE), this is a machine learning algorithm based around data compression and decompression. The dataset is a set...bachelor thesis 2021
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Brinkman, R. (author), De Rooij, T.J.P. (author)An equiangular sampling scheme and accessory measurement set-up for determining the directivity gain pattern of a commercially available smartphone is presented. Determining this directivity gain pattern based on these measuremenents was not possible, because next to the impulse response of the microphone also the impulse response of the...bachelor thesis 2015
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Alamili, M. (author), Jabri, T. (author)This thesis presents software that controls electrical household appliances. It uses an intelligent algorithm that adapts to the use of these household appliances by recognizing patterns of electricity useage.bachelor thesis 2008
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Remmelzwaal, Dirk (author)Locality mapping captures the displacement imposed by a mirroring surface in anamorphic art. Establishing this mapping for a physical mirror, however, is a difficult task. Applying pattern matching on the distorted reflection is a promising technique, though existing pattern matching strategies are often ill equipped for this particular task....bachelor thesis 2021
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van Heems, Tycho (author), van der Knaap, Arnout (author), Halfweeg, Alexander (author), van Leeuwen, Dexter (author), Veerhuis, Reginald (author)In the field of ecology there exist models that accurately represent the real world.<br/>The client, Dr. Van de Koppel, asked the team to make a game that incorporates<br/>these ecological models in the gameplay, to create a more alluring interactive<br/>experience with these models. Thus the goal of this project was to make the<br/>game...bachelor thesis 2019