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Kant, Henk (author)As the sharing of machine learning (ML) models has increased in popularity, more so-called model zoos are created. These repositories facilitate the sharing of models and their metadata, and other people to find and re-use an existing model. However, the metadata provided for models is insufficient, with little focus on practical aspects of a...master thesis 2023
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Dekker, Ruben (author)Supporting designers working with AI is important, yet the tools they have at their disposal are in many ways not satisfactory. The aim of this project was to design a digital canvas tool which lets designers explore AI and ML, adopt the affordances that AI and ML as a design material give, and which can be used to map out and design integrated...master thesis 2022
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Callebaut, Kilian (author)In highly complex sources of data for pattern recognition, like audio, it is hard to obtain a set of information that is both extensively annotated and includes the wide variety of interfering noises that real life applications would encounter. In order to address these issues, information sharing techniques were devised, known as multi-task...master thesis 2022
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Li, Junyao (author)Nowadays, a public library is no longer a place just for the collection of books. It has offered multiple functions to take the responsibility of being a public cultural institution for all citizens. However, in the Netherlands, libraries are losing their members, especially young adults. With the development of technology, a public library is...master thesis 2021
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Ueberschär, Frederik (author)Our world climate is an incredibly complex and ever-changing system. The reality of climate change and the consequential pressure to act fast to reduce greenhouse gas emissions requires immediate attention. And yet, despite this unprecedented urgency, active public engagement needed to motivate meaningful change is still missing.<br/> <br/> This...master thesis 2021
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Bakker, Niels (author)Event managers at large city events use crowd density as a metric in the process of maintaining safety at large scale city events. Identifying the density of crowds at these events relies on expensive physical infrastructure to work well or have limited accuracy. We propose amethod that addresses the gap of not relying on physical infrastructure...master thesis 2020
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Liu, Y. (author)ArenAPoort is an area in Amsterdam’s Zuidoost (Southeast) district, with multiple functions including working, shopping, and entertainment. Most importantly, it is an event area with three famous venues: Johan Cruijff ArenA, Ziggo Dome, and AFAS Live.<br/>Hundreds of events are held in this area every year. During the event period, mobility can...master thesis 2020
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Wu, Elyn Caili (author)Knowledge sharing brings overall value to organisations in the growth of the business and its people. For designers, sharing stimulates creativity and encourages personal development via collective sharing within the community, making happier individuals and by extension, a happier team. For knowledge sharing to happen, cultural change and the...master thesis 2020
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Soilis, P. (author)Deep learning models have achieved state-of-the-art performance on several image classification tasks over the past years. Several studies claim to approach or even surpass human-levels of performance when using such models to classify images. However, these architectures are notoriously complex, thus making their interpretation a challenge....master thesis 2020
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GU, Shengfeng (author)<br/>Artificial intelligence (AI) is expected to play a transformational role in health and wellbeing. Search (i.e. information retrieval) technologies already play a significant role in healthcare research and practice. Relevance feedback in Search is vital for system evaluation and improvements. However, in small user scale contexts, the...master thesis 2020
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Rikalo, N. (author)Human induced pluripotent stem cells (hiPSCs) offer the possibility to model human disease and study their behavior. They help scientists discover early disease-causing events in cells and are therefore used in discoveries about premature aging, congenital heart disease, cancer, and disorders connected to fetal development. Because of their...master thesis 2020
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Dimitropoulos, George (author)Machine Learning models are increasingly used to assist or replace humans in a variety of decision-making domains. However, a lot of concerns have been raised about the impact of these decisions on people’s lives. In this work we focus on two main problems. The first one is that there might be discrimination between different groups of people...master thesis 2019
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Balayn, Agathe (author)Training machine learning (ML) models for natural language processing usually requires lots of data that is often acquired through crowdsourcing. In crowdsourcing, crowd workers annotate data samples according to one or more properties, such as the sentiment of a sentence, the violence of a video segment, the aesthetics of an image, ... To...master thesis 2018
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Afentoulidis, Gregory (author)In an era where innovative machine learning and artificial intelligence applications are gaining popularity, enterprises steer their interest to enterprise crowdsourcing, to capitalize on their available human resources to achieve inclusion of in-house human generated data. In this setting, gamification techniques are appealing in order to align...master thesis 2017
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Glans, Rebecca (author), Hendrikse, Mila (author), Koole, Martin (author)Political content reaches civilians via social media more and more nowadays. This content is often biased and filtered depending on the user’s connections on social media. However, almost nobody watches actual debates or reads reports from the actual Dutch House of Representatives (DHoR), where the most influential decisions are made. With our...bachelor thesis 2017
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Kouvelas, N. (author)The advances of the information and communication technology (ICT) brought changes in the energy distribution domain, introducing the Smart Grid (SG). In SG, generators, distributors, and consumers communicate in a bidirectional way. SGs are envisaged to include micro-grids (MG) consisting of distributed control networks of consumers, prosumers,...master thesis 2017
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- Van der Valk, C.P. (author) master thesis 2017
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Bashirieh, S. (author)As crowdsourcing gains popularity, organizations seek ways to systematically and reliably engage with their own skilled and trusted workforce, to enrich their data creation. In this setting, mobile crowdsourcing platforms allow for opportunistic task executions and thus, potentially, for higher execution throughput. How to engage (and retain)...master thesis 2016
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van Ramshorst, A. (author), Rothweiler, J. (author)The market for contingent workers grows every year. Managing this workforce gets more and more challenging because of regulatory compliance, the difficulty of finding matching employees, and keeping track of expenses. FleXentral tries to be a platform that solves these issues. The goal of this project was to build a proof-of-concept of this...bachelor thesis 2016
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van der Lippe, T. (author), Smith, T. (author), Anker, E. (author)Code review is a commonly used process to ensure the software quality of a product is maintained at a high level. One of the popular sites at the moment to employ code review is GitHub. GitHub provides a software repository hosting service and also has an integrated code review interface. The current GitHub interface is not suitable for...bachelor thesis 2016
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