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Nanni, Mirco (author), Andrienko, Gennady (author), Barabàsi, Albert Làszlò (author), Boldrini, Chiara (author), Bonchi, Francesco (author), Cattuto, Ciro (author), Dignum, M.V. (author), Helbing, D. (author), van den Hoven, M.J. (author)The rapid dynamics of COVID-19 calls for quick and effective tracking of virus transmission chains and early detection of outbreaks, especially in the “phase 2” of the pandemic, when lockdown and other restriction measures are progressively withdrawn, in order to avoid or minimize contagion resurgence. For this purpose, contact-tracing apps...journal article 2020
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Hendriks, H.C.M. (author), van Prooijen, Bram (author), Aarninkhof, S.G.J. (author), Winterwerp, J.C. (author)The fine sediment distribution in the seabed is an important indicator for the ecological functioning of shallow coastal seas. In this paper, we investigate the processes and conditions that determine the fine sediment distribution in the Dutch coastal zone surficial seabed, while also assessing the response of the system to human...journal article 2020
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Brands, T. (author), Dixit, M. (author), van Oort, N. (author)The north-south metro line in Amsterdam became operational in summer 2018, accompanied by changes to the existing bus, metro, and tram network in the city. In this paper we undertake an ex-post analysis of the transportation impacts of the network change. Using two sets of smart card transactions, of 5-6 weeks each, and corresponding...journal article 2020
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Mertens, C. (author), Wolf, C. Christian (author), Gardner, Anthony D. (author), Schrijer, F.F.J. (author), van Oudheusden, B.W. (author)Advanced data processing methods for detecting unsteady boundary layer transition in periodic aerodynamic processes by means of infrared thermography measurements are presented. The thermal radiation emitted from the heated suction surface of a pitching airfoil model in subsonic flow is measured with an infrared camera. The unsteady boundary...journal article 2020
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Itoh, Eri (author), Mitici, M.A. (author)This paper proposes to analyze control strategies for arrival air traffic at an airport using a classical queuing model. The parameters of our model are estimated by means of a data-driven analysis of two years of radar tracks and flight plans for arrival flights at Tokyo International Airport from 2016 to 2017. Our results show that increasing...journal article 2020
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Harinandansingh, Arjun (author)What is the actual value of a house and which factors contribute the most to it? In this thesis we do a thorough research and try to come up with an answer. We will set up models that approximate the current market values for all houses in the Netherlands. To do this, we use a lot of data from different sources. Various characteristics of houses...master thesis 2019
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Maffioletti, Filippo (author)It is of key importance for modern printing systems to maintain high standards of efficiency, reliability and print quality. In this regard, the scope of this work is to investigate the applicability of data analysis and machine learning techniques to improve the performances of industrial printers manufactured at Océ Technologies. Two critical...master thesis 2019
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Martini, Giulia (author)Despite therelevance of the road infrastructure, the mechanisms governing the mechanicalproperties of asphalt concrete pavements, are currently not sufficientlyunderstood. Many empirical models of different complexity are proposed in theliterature; however, (i) they all have below high (R2 =0.85) predictiveaccuracy; (ii)...master thesis 2019
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Itoh, Eri (author), Mitici, M.A. (author)This paper proposes data-driven queuing models and solutions to reduce arrival time delays originating from aircraft arrival processing bottlenecks at Tokyo International Airport. A data-driven analysis was conducted using two years of radar tracks and flight plans from 2016 and 2017. This analysis helps not only to understand the bottlenecks...journal article 2019
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Gideonse, Pieter (author)Currently a new small and automated dairy factory for the onsite production of cheese at farms is under devel-opment. This new factory aims at the production of cheese without any human interaction, based on the (raw) milk from cows who are milked with a milking robot. At the moment only a small test factory exists, in which human interaction is...master thesis 2019
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Clerx, Miriam (author)Facing the age of digitalisation, inspectorates are changing their way of working using a risk-oriented and data-driven approach. Social Network Analysis (SNA) seems to be promising in detecting fraud and simultaneously contributing to increasing the effectiveness and efficiency of inspection work. SNA emphasises the structural aspects of...master thesis 2019
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Dijkshoorn, Michel (author)In this thesis the theory of depth functions is researched. Depth functions are functions that measure data depth and order multivariate observations. Two depth functions are discussed: the halfspace and simplicial depth function. The halfspace depth of a point is defined as the smallest probability for which a closed halfspace contains that...bachelor thesis 2019
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- Karki, Sameep (author) master thesis 2019
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Brunal Causil, Carlos (author), Russel, Renzo (author), Aminosharieh najafi, Mohammed (author), Lobman, Daryll (author), Oostmeyer, Sander (author)Feedback-analytics, describing themselves as, "A Dutch based start-up for companies interested in improving both customer feedback and their employee efficiency, Feedback-analytics aims to be a simple yet robust tool that allows you to identify and manage points of improvement that your company might need ” The company started from the ground up...bachelor thesis 2019
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Dinkelberg, Timo (author)Technology is being used more and more to aid elite athletes in improving their performance. Recently there have been promising developments in the research using IMUs regarding wheelchair rugby and basketball. Applying this same measurement setup to wheelchair tennis could give better insight in the wheelchair mobility of wheelchair tennis...master thesis 2019
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Vijlbrief, Sam (author), Kroon, Mirco (author), Janssen, Boris (author), Gerlach, Laurens (author)Team Sunweb, a professional cycling team and our client, is constantly looking for innovations to help them win races. They tasked us with creating an application which could assist coaches with determining the strategy during a race. This application, which we dubbed TelaSol, is supposed to run on a tablet that is mounted on the dashboard...bachelor thesis 2019
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Schotel, Rozemarijn (author)In football, a lot of hip and thigh muscle injuries occur as a result of high muscular loads due to accelerative leg movements. To prevent muscle damage and optimise performance, it is essential to continuously identify when and how frequent local hip and thigh muscular loads develop in the explosive and dynamic football environment. The...master thesis 2019
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Smit, Jordi (author), van Niekerk, Matthijs (author), Oosterbaan, Robin (author), van Gelder, Daniël (author), Tromer, Stephan (author)Scenwise is a business working on innovative and sophisticated solutions in the domain of traffic management. Leveraging data science and IT systems, Scenwise delivers products to institutions to facilitate efficient traffic management. In order to manage the highly complex network of infrastructure on the road network, traffic managers need to...bachelor thesis 2019
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Baldewsing, Ruben (author)Development of a lighting infrastructure for the sensor-instrumented 3D-printed MX3D bridge to visualise the dynamically generated data, resulting in an animation and lighting technologies enabling this animation to be displayed on the sides and top of the bridge.master thesis 2019
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Meijboom, Jurriaan (author)Food waste is an increasing problem worldwide. Around one third of all produced food is estimated to end up as waste. This has big environmental and economic consequences. In literature, little is known about the causes of waste, its key performance indicators and how to reduce it. Some root causes were found, but none were quantitatively...master thesis 2019