Searched for: subject%3A%22Decision%255C%2Bsupport%22
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van der Kleij, R. (author), Schraagen, J.M. (author), Cadet, B. (author), Young, H. (author)
Cybersecurity threat and incident managers in large organizations, especially in the financial sector, are confronted more and more with an increase in volume and complexity of threats and incidents. At the same time, these managers have to deal with many internal processes and criteria, in addition to requirements from external parties, such as...
article 2022
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Steubing, B. (author), de Koning, A. (author), Merciai, S. (author), Tukker, A. (author)
Life cycle assessment (LCA) and environmentally extended input output analysis(EEIOA) are two widely used approaches to assess the environmental impacts of products and services with the aim of providing decision support. Here, we compare carbon footprint (CF) results for products and services in the ecoinvent 3.4 cut-off and the hybrid version...
article 2022
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de Boer, M.H.T. (author), Vethman, S. (author), Bakker, R.M. (author), Adhikari, A. (author), Marcus, M.J.H. (author), de Greeff, J. (author), van der Waa1, J. (author), Schoonderwoerd, T.A.J. (author), Tolios, I. (author), van Zoelen, E.M. (author), Hillerström, F.H.J. (author), Kamphorst, B.J. (author)
conference paper 2022
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Steen, M. (author), van Diggelen, J. (author), Timan, T. (author), van der Stap, N. (author)
A human-centric approach to the design and deployment of AI systems aims to support and augment human capabilities. This sounds worthwhile indeed. But what could this look like in a military context? We explored a human-centric approach to the design and deployment of highly autonomous, unarmed Unmanned Aerial Vehicle (UAV), or drone, and an...
article 2022
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Spini, G. (author), Mancini, E. (author), Attema, T. (author), Abspoel, M. (author), de Gier, J. (author), Fehr, S. (author), Veugen, T. (author), van Heesch, M. (author), Worm, D. (author), de Luca, A. (author), Cramer, R. (author), Sloot, P.M.A. (author)
BackgroundHIV treatment prescription is a complex process. Clinical decision support systems (CDSS) are a category of health information technologies that can assist clinicians to choose optimal treatments based on clinical trials and expert knowledge. The usability of some CDSSs for HIV treatment would be significantly improved by using the...
article 2022
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Schoonderwoerd, T.A.J. (author), Jorritsma, W. (author), Neerincx, M.A. (author), van den Bosch, K. (author)
Much of the research on eXplainable Artificial Intelligence (XAI) has centered on providing transparency of machine learning models. More recently, the focus on human-centered approaches to XAI has increased. Yet, there is a lack of practical methods and examples on the integration of human factors into the development processes of AI-generated...
article 2021
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Gómez, J.F. (author), Shoeibi Omrani, P.S. (author), Belfroid, S.P.C. (author)
In gas wells, decreased/unstable production can occur due to difficult-to-predict dynamic effects resulted from late-life phenomena, such as liquid loading and flooding. To minimize the negative impact of these effects, maximize production and extend the wells’ lifetime, wells are often operated in an intermittent production regime. The goal of...
conference paper 2021
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Steen, M. (author), Timan, T. (author), van de Poel, I. (author)
The collection and use of personal data on citizens in the design and deployment of algorithms in the domain of justice and security is a sensitive topic. Values like fairness, autonomy, privacy, accuracy, transparency and property are at stake. Negative examples of algorithms that propagate or exacerbate biases, inequalities or injustices have...
article 2021
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Mioch, T. (author), Sterkenburg, R.P. (author), Beuker, T. (author), Neerincx, M.A. (author)
Situation Awareness (SA) has been recognized and studied as an important requirement for an effective task performance of first responders. The integration of increasingly advanced sensor and artificial intelligence technology into the work processes affects the building, maintenance, and sharing of SA. Connecting SA to decision-support models...
conference paper 2021
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van der Waa, J. (author), Nieuwburg, E. (author), Cremers, A. (author), Neerincx, M. (author)
Current developments in Artificial Intelligence (AI) led to a resurgence of Explainable AI (XAI). New methods are being researched to obtain information from AI systems in order to generate explanations for their output. However, there is an overall lack of valid and reliable evaluations of the effects on users' experience of, and behavior in...
article 2021
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Sluijs, T. (author), Lokkers, L. (author), Özsezen, S. (author), Veldhuis, G.A. (author), Wortelboer, H.M. (author)
The number of individuals suffering from type 2 diabetes is dramatically increasing worldwide, resulting in an increasing burden on society and rising healthcare costs. With increasing evidence supporting lifestyle intervention programs to reduce type 2 diabetes, and the use of scenario simulations for policy support, there is an opportunity to...
article 2021
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Maathuis, C. (author), Pieters, W. (author), van den Berg, J. (author)
article 2020
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Schaap, T. (author), Wemmers, S. (author), Bakker, R. (author), Venrooij, W. (author), Koning, M. (author), Huis in 't Veld, M. (author), Pieneman, R. (author)
In this paper we introduce a first concept of the user-centric incident profile platform (UCIPP), which will aim to [in the future] connect data and provide insights using intelligent visualizations to support Real Time Intelligence Centers (RTIC) in the Netherlands. RTIC is a police department that provides additional safety information to...
conference paper 2020
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Waa, J.V.D. (author), Schoonderwoerd, T. (author), Diggelen, J.V. (author), Neerincx, M. (author)
Decision support systems (DSS) have improved significantly but are more complex due to recent advances in Artificial Intelligence. Current XAI methods generate explanations on model behaviour to facilitate a user's understanding, which incites trust in the DSS. However, little focus has been on the development of methods that establish and...
article 2020
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Tronci, S. (author), van Neer, P.L.M.J. (author), Giling, E.J.M. (author), Stelwagen, U. (author), Piras, D. (author), Mei, R. (author), Corominas, F. (author), Grosso, M. (author)
article 2019
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Wessels, J.F.M. (author), van der Mark, P.J. (author), Bektas, K.E. (author), Bakker, J. (author), van der Voort, M. (author)
Transportation infrastructure assets are designed to meet pre-specified reliability, availability, maintainability and safety (RAMS) requirements. Electrical and mechanical components are critical elements with respect to the RAMS-criteria. Unplanned failure of these components lead to societal impact, unsafe situations or costs. The trend in...
conference paper 2019
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Pizzol, L. (author), Hristozov, D. (author), Zabeo, A. (author), Gianpietro, B. (author), Wohlleben, W. (author), Koivisto, A.J. (author), Jensen, K.A. (author), Fransman, W. (author), Stone, V. (author), Marcomini, A. (author)
The increasing use of engineered nanomaterials (ENMs) in nano-enabled products (NEPs) has raised societal concerns about their possible health and ecological implications. To ensure a high level of human and environmental protection it is essential to properly estimate the risks of these new materials and to develop adequate risk management...
article 2019
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Voogd, J.M. (author), de Heer, P.B.U.L. (author), Veltman, H.J. (author), Hanckmann, P. (author), van Lith, J.M. (author)
In decision support systems, information from many different sources must be integrated and interpreted to aid the process of gaining situational understanding. These systems assist users in making the right decisions, for example when under time pressure. In this work, we discuss a controlled automated support tool for gaining situational...
conference paper 2019
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Leontaris, G. (author), Morales-Nápoles, O. (author), Dewan, A. (author), Wolfert, A.R.M.R. (author)
Offshore asset construction is a complex and costly process that is subject to various uncertainties within the entire supply chain. Hence, both the construction management optimization and the reduction of deployment expenditures should be supported by automated decision support models which include proper representations of predominant...
article 2019
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Verhoosel, J.P.C. (author), Nouwt, B. (author), Bakker, R.M. (author), Sapounas, A. (author), Slager, A.A. (author)
In this paper, we deal with the challenge of semantic alignment of different data sources in the horticultural sector. In this sector, greenhouses are used to grow vegetables and plants and the main goal for a greenhouse grower is to control the climate such that crop is optimally cultivated against the lowest cost. Combining available data...
conference paper 2019
Searched for: subject%3A%22Decision%255C%2Bsupport%22
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