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Roth, M. (author)This thesis addresses the sensor-based perception of driver and pedestrian to improve joint path prediction of ego-vehicle and pedestrian based on mutual awareness in the domain of intelligent vehicles.<br/><br/>According to the World Health Organization (WHO), more than half of global traffic deaths are among Vulnerable Road Users (VRUs), such...doctoral thesis 2023
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Tajdari, F. (author)Personalized designs bring significant added value to the products and the users. However, they also pose challenges on the product design process. For instance, for products for personalized fit ,each may differ subject to each user’s body shape and preference. Presently, there exist knowledge and methods which suppor designing personalized...doctoral thesis 2023
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Liu, TIANYI (author)With the widespread application of artificial intelligence, centralized machine learning approaches, which require access to users' local data, have raised concerns about data privacy. In response, federated learning, an architecture that aggregates models trained locally with local data, has been proposed. This approach addresses the data...master thesis 2023
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de Blok, Layla (author)Grief is a complex experience without a specific endpoint. It follows a unique path for each person. Many support sources are available, but finding support that fits is difficult. This inspired Verening Leven met Dood to develop the Rouw Wegwijzer, an online platform that provides personalised grief support. The focus of this thesis is to...master thesis 2023
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van Kooten, Katelijn (author)Introspective methods are gaining momentum within the design field. They add a subjective dimension to the existing body of research, enriching our understanding of complex phenomena, human experiences, and psychological processes. The personal, revealing nature of introspection is what gives this method its unique...master thesis 2023
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Dierikx, Martin (author)To reduce morbidity and mortality caused by multiple chronic conditions, the number of steps people take each day should be gradually increased. For this, a recommended step goal can be created that is based on an individual's previous walking behaviour. However, for a person, the achievability of this recommended goal can change daily because...master thesis 2023
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Doorn, Miriam (author)Scenario-based learning uses interactive scenarios to present the user with situations that need user input to be resolved in order to teach the user the correct behaviour. Traditionally these scenarios would be presented in a rigid order that is linearly increasing in difficulty. Every student however has a different learning rate. Studies have...master thesis 2023
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Korkmaz, Aytek (author)Understanding individual differences in manual control cybernetics plays a principal role in personalizing human-machine systems. While much of the work in cybernetics utilizes models for the average controller, individualized models have also been explored, albeit constrained by data availability and the effectiveness of identification...master thesis 2023
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Magnano, Lea (author)Outdoor play among children of the new generations is shifting, and not necessarily for the better. A considerable number of kids are missing out on spending their free time outdoors, and those who do engage often lack diversity. For instance, in the Netherlands, only about one-third of children playing outdoors are girls. These observations...master thesis 2023
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Doan, Kevin (author)The 21st century has seen a significant increase in the global prevalence of mental health problems, affecting almost a billion people. These conditions not only reduce the quality of life for individuals but also lead to stigmatization, discrimination, and social isolation. The COVID-19 pandemic has further exacerbated mental health issues,...master thesis 2023
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Ayi, Adil (author)A personal weather station (PWS) is a set of weather measuring instruments that is owned and operated by an individual, club, association, or business. Even tho these stations might be less advanced as the professional stations, the amount of amateur stations that are active is much higher. With these PWS networks in full effect and still...master thesis 2023
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Vonk, Renzo (author)The COVID-19 pandemic has highlighted the importance of indoor air quality in preventing the spread of airborne transmissive diseases. Offices are some of the largest hotspots for disease transmission. To address this issue, a joint venture between FLEX/design and Euromate, called ‘X-Lair,’ aims to design an air purifier specifically targeting...master thesis 2023
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Boersma, Caspar (author)Robots can aid in post-stroke motor function recovery and motor learning through the use of haptic feedback during collaborative training. A clear objective in robotic-assisted motor learning is to adapt the haptic feedback to individual users, but personal characteristics are not yet considered in this adaptation. <br/><br/>We investigated the...master thesis 2023
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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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HADJIGEORGIOU, MARIOS (author)Federated Learning (FL) is widely favoured in the training of machine learning models due to its privacy-preserving and data diversity benefits. In this research paper, we investigate an extension of FL referred to as Personalized Federated Learning (PFL) for the purpose of training diffusion models. We explore the personalization technique of...bachelor thesis 2023
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Yümlü, Ege (author)Smartwatches are equipped with sensors that allow continuous monitoring of physiological and physical activities, making them ideal sources of data for data analysis. However, accurately identifying individuals based on smartwatch data can be challenging due to the presence of outliers. Hence, outlier detection techniques play a crucial part in...bachelor thesis 2023
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Harthoorn, Jip (author)Advancements in the precision and accuracy of consumer-grade wearables, such as a Fitbit, have enabled the identification and therefore authentication of individuals based on their emitted heart frequencies using these wrist-worn devices. With this type of authentication, a password is essentially sent out every second. This makes it a perfect...bachelor thesis 2023
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Kalkhoven, Thijs (author)Psychiatric clinics where patients live are only used when the patient cannot<br/>live on their own anymore. Stays are kept as short as possible and patients are<br/>stimulated to reintegrate and live on their own again (GGZ Noord-Holland-<br/>Noord, n.d.). For patients with the prospect of moving out again, this now often<br/>fails, because the...master thesis 2023
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Mercier, Arthur (author)Reconstructing seen images from functional magnetic resonance imaging (fMRI) brain scans has been a growing topic of interest in the field of neuroscience, fostered by innovation in machine learning and AI. This paper investigates the possible presence of personal features allowing the identification of subjects from their reconstructed images....bachelor thesis 2023
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Li, Andy (author)With the rise in popularity of online conferencing platforms such as Zoom and Teams, there is an increasing need to understand the dynamics of virtual meetings to enhance productivity. One key aspect that can contribute to productive online meetings is conversational involvement. Personality traits influence the behaviour of participants within...bachelor thesis 2023