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Berendrecht, W.L. (author), van Vliet, M.E. (author), Griffioen, J. (author)Quality control of large-scale monitoring networks requires the use of automatic procedures to detect potential outliers in an unambiguous and reproducible manner. This paper describes a methodology that combines existing statistical methods to accommodate for the specific characteristics of measurement data obtained from groundwater quality...article 2023
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McCray, G. (author), McCoy, D. (author), Kariger, P. (author), Janus, M. (author), Black, M.M. (author), Chang, S.M. (author), Tofail, F. (author), Eekhout, I. (author), Waldman, M. (author), van Buuren, S. (author), Khanam, R. (author), Sazawal, S. (author), Nizar, A. (author), Schönbeck, Y. (author), Zongo, A. (author), Brentani, A. (author), Zhang, Y. (author), Dua, T. (author), Cavallera, V. (author), Raikes, A. (author), Weber, A.N. (author), Bromley, K. (author), Baqui, A. (author), Dutta, A. (author), Nisar, I. (author), Detmar, S.B. (author), Anago, R. (author), Mercadante, P. (author), Jiang, F. (author), Kaur, R. (author), Hepworth, K. (author), Rubio-Codina, M. (author), Kembou, S.N. (author), Ahmed, S. (author), Lancaster, G.A. (author), Gladstone, M. (author)Introduction: With the ratification of the Sustainable Development Goals, there is an increased emphasis on early childhood development (ECD) and well-being. The WHO led Global Scales for Early Development (GSED) project aims to provide population and programmatic level measures of ECD for 0-3 years that are valid, reliable and have...article 2023
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Eekhout, I. (author), van Buuren, S. (author), Visser, B. (author), Bink, M.C.A.M. (author), Huisman, A. (author)Intensive longitudinal data can be used to explore important associations and patterns between various types of inputs and outcomes. Nonlinear relations and irregular measurement occasions can pose problems to develop an accurate model for these kinds of data. This paper focuses on the development, fitting and evaluation of a prediction model...article 2023
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Aiello, S. (author), Buis, E.J. (author), van der Knaap, F.G.P. (author)The optical data transport system of the KM3NeT neutrino telescope at the bottom of the Mediterranean Sea will provide more than 6000 optical modules in the detector arrays with a point-to-point optical connection to the control stations onshore. The ARCA and ORCA detectors of KM3NeT are being installed at a depth of about 3500 m and 2500 m,...article 2023
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Susha, I. (author), van den Broek, T. (author), van Veenstra, A.F.E. (author), Linåker, J. (author)With the open and big data movement in full swing, data sharing becomes more ubiquitous and more often crosses sectoral boundaries. The promise of data to help address societal issues and foster innovation requires public organizations to work together with businesses and researchers. Data collaboratives whereby actors collaborate to share and...article 2023
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Delahaye, R. (author), Tunn, V.S.C. (author), Tukker, A. (author)Effective monitoring of national circular economy policies requires consistent, national databases of material flows and environmental impacts. Yet, databases and indicators developed so far are scattered and inconsistent. To tackle this problem, Statistics Netherlands (CBS) developed a material flow monitor (MFM) that integrates existing...article 2023
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Villani, M.L. (author), de Nicola, A. (author), Bouma, H. (author), van Rooijen, A. (author), Räsänen, P. (author), Peltola, J. (author), Toivonen, S. (author), Guarneri, M. (author), Stifini, C. (author), de Dominicis, L. (author)Preventing terrorist attacks at soft targets has become a priority for our society. The realiza tion of sensor systems for automatic threat detection in crowded spaces, such as airports and metro stations, is challenged by the limited sensing coverage capability of the devices in place due to the variety of dangerous materials, to the scanning...article 2023
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Difrancesco, S. (author), van Baardewijk, J.U. (author), Cornelissen, A.S. (author), Varon, C. (author), Hendriks, R.C. (author), Brouwer, A.M. (author)Wearable sensors offer new opportunities for the early detection and identification of toxic chemicals in situations where medical evaluation is not immediately possible. We previously found that continuously recorded physiology in guinea pigs can be used for early detection of exposure to an opioid (fentanyl) or a nerve agent (VX), as well as...article 2023
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Smyth, T. (author), Deakin, A. (author), Pewter, J. (author), Snee, D. (author), Proud, R. (author), Verbeek, R. (author), Verhagen, V. (author), Paschinger, P. (author), Bell, T. (author), Fishwick, J. (author), Yang, M. (author)Global concerns regarding air quality have over the past decade led to the introduction of regulations by the International Maritime Organisation curbing the emissions of sulphur and nitrogen oxides (SOx, NOx). These limits were implemented initially in so-called “emission control areas”, defined where the density of shipping activity combines...article 2023
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van de Kleij, R. (author), van't Hoff—De Goede, S. (author), van de Weijer, S. (author), Leukfeldt, R. (author)People tend to disclose personal identifiable information (PII) that could be used by cybercriminals against them. Often persuasion techniques are used by cybercriminals to trick people to disclose PII. This research investigates whether people can be made less susceptible to persuasion by reciprocation (i.e., making people feel obligated to...article 2023
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Pang, M. (author), Jin, J. (author), Segers, A.J. (author), Huiya, J. (author), Fang, L. (author), Lin, H.X. (author), Liao, H. (author)Super dust storms re-occurred over East Asia in 2021 spring and casted great health damages and property losses. It is essential to achieve an accurate dust forecast to reduce the damage for early warning. The forecasting system fundamentally relies on a numerical model which can forecast the full evolution of dust storms. However, large...article 2023
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- Veugen, P.J.M. (author) public lecture 2023
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Austin, P.C. (author), Giardiello, D. (author), van Buuren, S. (author)We examined the setting in which a variable that is subject to missingness is used both as an inclusion/exclusion criterion for creating the analytic sample and subsequently as the primary exposure in the analysis model that is of scientific interest. An example is cancer stage, where patients with stage IV cancer are often excluded from the...article 2023
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- Das, D. (author), Zoomer, T. (author), van Dam, L. (author) public lecture 2023
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Das, D. (author), Zoomer, T. (author), van Dam, L. (author), van der Torre, W. (author), Kool, L. (author), Preenen, P.T.Y. (author)Rapid developments in digital technology are changing the world of work. Organisations are collecting more data about work processes, which can be used to automate tasks, but also to manage workers. The practice of using data collection and algorithms to manage workers is, in general, called algorithmic management. It is becoming more prevalent,...public lecture 2023
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- Bartezzaghi, A. (author), Giurgiu, I. (author), Marchiori, C. (author), Rigotti, M. (author), Sebastian, R. (author), Malossi, C. (author) conference paper 2022
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Schultes, E. (author), Roos, M. (author), Bonino da Silva Santos, L.O. (author), Guizzardi, G. (author), Bouwman, J. (author), Hankemeier, T. (author), Baak, A. (author), Mons, B. (author)Although all the technical components supporting fully orchestrated Digital Twins (DT) currently exist, what remains missing is a conceptual clarification and analysis of a more generalized concept of a DT that is made FAIR, that is, universally machine actionable. This methodological overview is a first step toward this clarification. We...article 2022
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van Leeuwen, C.J. (author), Bouter, C.A. (author), Hindriks, H.N. (author), Wilterdink, R.W.J. (author)The Industry 4.0 Asset Administration Shell provides a standardized mechanism for collaboration between digital systems in the factory. Digital data within factories is typically stored in databases, we explore the requirements of providing an AAS as an interface to the data contained within the aforementioned databases. Based on these...conference paper 2022
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Santos, R.D. (author), Aguilar, J. (author), Rodriguez-Moreno, M.D. (author)In a smart environment like the smart grids, it is necessary to have knowledge models that allow solving emerging problems. However, large datasets are required to automatically create these models, which in the vast majority of cases are not available. Therefore, in these environments is essential to have a data generator for each context. In...conference paper 2022
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Differentially Private Block Coordinate Descent for Linear Regression on Vertically Partitioned Datade Jong, J. (author), Kamphorst, B. (author), Kroes, S. (author)We present a differentially private extension of the block coordinate descent algorithm by means of objective perturbation. The algorithm iteratively performs linear regression in a federated setting on vertically partitioned data. In addition to a privacy guarantee, we derive a utility guarantee; a tolerance parameter indicates how much the...article 2022