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Chen, Qilin (author)
Convolutional neural networks (CNNs) are often pruned to achieve faster training and inference speed while also requiring less memory. Nevertheless, during computation, most modern GPUs cannot take advantage of the sparsity automatically, especially on networks with unstructured sparsity. Therefore, many libraries that exploit sparsity, have...
bachelor thesis 2022
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Chen, Zhiyi (author)
The learning curve illustrates how the generalization performance of the learner evolves with more training data. It can predict the amount of data needed for decent accuracy and the highest achievable accuracy. However, the behavior of learning curves is not well understood. Many assume that the more training data provided, the better the...
bachelor thesis 2022
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Chen, Ivo (author)
Wheat is a widely used ingredient for food products. To increase the productionand quality of wheat, the density of ’wheat heads’ in a farm can be studied. Accuratelylocating wheat heads in images can be challenging. A lot of work has taken place insupervised semantic segmentation, but these networks typically require large pixel-wisehuman...
bachelor thesis 2021
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Chen, Dina (author)
Text classification has a wide range of usage such as extracting the sentiment out of a product review, analyzing the topic of a document and spam detection. In this research, the text classification task is to predict from which TV-show a given line is. The skip-gram model, originally used to train the Word2Vec sentence embeddings [Mikolov et...
bachelor thesis 2020
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Chen, Qianqian (author)
Magnetic anomaly detection (MAD) is a widely used method for detecting ferromagnetic targets, particularly hidden objects. A common way to localize a magnetic target is to look at the maximum of the magnitude of the magneticeld gradient. In this thesis, we consider a threeaxis total eld gradiometer which measures the gradient of the magnitude of...
bachelor thesis 2020
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van Ammers, Jeroen (author), Chen, Hsukang (author)
To enable the portable use of electronic devices, (rechargeable) batteries need to be used. These batteries require a battery management system in order for them to operate safely and efficiently. This thesis describes such a system for the Wireless Powerlizer: a power bank with wireless charging capabilities and an integrated sterilizer using...
bachelor thesis 2021
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Chen, Yue (author)
Tactile Internet (TI) is a pioneering network paradigm that aims to communicate haptic feedback with ultra-low latency. It will enable new ways for us to interact with remote environments, such as transferring skills over the network and controlling remote objects. One crucial component of this framework is the ability to track the position and...
bachelor thesis 2023
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Chen, Chao (author)
Given data from an observational study or a randomized experiment, the positivity assumption must hold in order to draw causal relations between the treatment and outcome. However, there is shortage of automatic tools that verify compliance with the positivity assumption. We present tools that uses adaptive and standard kernel density estimation...
bachelor thesis 2023
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Chen, Si-Jing (author)
At crime scenes, various methods can be used to determine how much time has passed since the act happened, for example a body left at the scene, camera footage or eye witnesses. In this thesis, however, a different method shall be used to determine the time of the crime. The time will be determined using blood evidence. <br/><br/>To be exact,...
bachelor thesis 2023
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Athmer, Casper (author), Chen, Qu (author)
This report describes the implementation of a custom streaming solution from an IP camera to a web browser. The system aims to both provide live video and Video on Demand. This will be used to monitor premature babies in incubators.
bachelor thesis 2018
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Boleij, Lex (author), Hartman, Toine (author), Jorden, Marciano (author), Chen, Weilun (author)
Being a company with over 1500 employees, a lot of data is available about people and their day-to-day pursuits, including projects they are working on. Company X has requested to gain more insight into this data, as it is currently scattered over multiple systems. Specifically, they requested to gain insight into which projects have been...
bachelor thesis 2019
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Chen, Karen (author)
In het project Delft Meet Regen zijn er ongeveer 90 inwoners in Delft die een eigen handmatige regenmeter hebben gekregen en elke ochtend het aantal millimeters regen meten dat gedurende de ongeveer 24 uur daaraan voorafgaand is gevallen. De data van deze regenmeters gedurende een periode van ongeveer 6 weken zijn vergeleken met die van het...
bachelor thesis 2021
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Chen, C. (author)
The pervasiveness of the Internet and smartphones enables individuals to participate in online social networks such Twitter and Facebook, besides the classic physical contact network. Such multi-layer network allows for feedback between networks / layers. For instance, the spread of a biological disease such as Ebola in a physical contact...
master thesis 2015
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Chen, Linda (author)
Background: Histopathological examination in the diagnostic workflow of oropharyngeal squamous cell carcinoma (OPSCC) is essential. We aimed to develop a machine learning pipeline to predict human papillomavirus (HPV) status in OPSCC patients based on clinical variables and multiparametric magnetic resonance imaging (MRI). <br/>Methods: In a...
master thesis 2023
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Chen, Szu-Tung (author)
Inspired by the vision of fully autonomous airside operations at Schiphol airport, this study aims to contribute to the short-term goal of automated aircraft ground handling. In this research, we design and evaluate a multi-agent system for planning of automated ground handling. There are two main components in the system, task allocation...
master thesis 2022
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Chen, Dina (author)
Recent works explain the DNN models that perform image classification tasks following the "attribution, human-in-the-loop, extraction" workflow. However, little work has looked into such an approach for explaining DNN models for language or multimodal tasks. To address this gap, we propose a framework that explains and assesses the model...
master thesis 2022
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Chen, Simin (author)
The rapid urbanisation process in China has caused the emergence of much idle rural land, especially homestead land, which constitutes a huge waste of land resource and brings about several social problems. Nowadays, Chinese government has realised this problem and has put forward institutional intervention to rural land, and encourage to use...
master thesis 2019
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Chen, Kuei-Tso (author)
The city of Rotterdam has a long and interesting history. It began as a small settlement on the River Rotte, at the place where the river met with the Nieuwe Maas. In 1270, the long dam was built in an attempt to reclaim the swampy land for development. In another word, since its origins, Rotterdam had to adapt to the natural circumstances of...
master thesis 2022
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Chen, Deying (author)
This research paper focuses on the phenomenon of social and urban morphological contrasts within community boundaries caused by socioeconomic inequality and the process of urban development. This paper also discusses the reason and the spatial needs for social integration. This topic is becoming increasingly relevant in London because of the...
master thesis 2023
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Chen, Yilin (author)
Enhancing supply chain resilience is of vital importance in today’s business to manage and mitigate the risks, especially in the semiconductor industry challenged with long cycle times and short product life-cycles. Transferring production from a primary site to an alternative site after a disaster is one of the strategies to ensure resilience...
master thesis 2017
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