Searched for: subject:"decision%5C+support"
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van der Waa, J.S. (author), Nieuwburg, Elisabeth (author), Cremers, Anita (author), Neerincx, M.A. (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...
journal article 2021
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Balayn, A.M.A. (author), Lofi, C. (author), Houben, G.J.P.M. (author)
The increasing use of data-driven decision support systems in industry and governments is accompanied by the discovery of a plethora of bias and unfairness issues in the outputs of these systems. Multiple computer science communities, and especially machine learning, have started to tackle this problem, often developing algorithmic solutions to...
journal article 2021
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Acheilas, I. (author), Hooimeijer, F.L. (author), Ersoy, A. (author)
In the context of climate change mitigation strategies in urban environments and reducing reliance on carbon-based energy sources, the Netherlands is gradually taking steps towards modification of its thermal energy system. Geothermal energy, widely used in agriculture, has recently emerged as a local, clean, and sustainable energy source able...
journal article 2020
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Stewart, Shelby (author), Giambalvo, Jack (author), Vance, Julia (author), Faludi, Jeremy (author), Hoffenson, Steven (author)
Many different product development approaches are taught and used in engineering and management disciplines. These formalized design methods, processes, and environments differ in the types of projects for which they are relevant, the project components they include, and the support they provide users. This paper details a review of sixteen...
journal article 2020
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Xiong, W. (author), van Gelder, P.H.A.J.M. (author), Yang, Kewei (author)
Design and operationalization for Search and Rescue (SAR) activities are unstructured and complex multi-criteria decision-making problems, especially for maritime emergency scenario. There is a lack of decision support methods based on intelligent algorithms to shorten the response time and to reduce the loss of life and property. The primary...
journal article 2020
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Koornneef, H. (author), Verhagen, W.J.C. (author), Curran, R. (author)
When an aircraft experiences an unexpected issue during flight operations, a technician determines whether the aircraft can safely perform the next flight. This operational decision process - known as dispatch assessment - has to happen within limited available time between aircraft arrival and departure. Currently, technicians face two main...
journal article 2020
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Fonseca, R. M. (author), Rossa, E. Della (author), Emerick, A. A. (author), Hanea, R. G. (author), Jansen, J.D. (author)
contribution to periodical 2020
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van der Waa, J.S. (author), Schoonderwoerd, Tjeerd (author), Diggelen, Jurriaan van (author), Neerincx, M.A. (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...
journal article 2020
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Jamshidi, A. (author)
Key Performance Indicators (KPIs) enable the infrastructure manager to keep the performance quality of the infrastructure at an acceptable level. A KPI must include specific features of the infrastructure such as functionality and criticality. The KPIs can be classified into three performance levels: (1) technical level KPIs; (2) tactical level...
doctoral thesis 2019
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Loukis, Euripidis (author), Janssen, M.F.W.H.A. (author), Mintchev, Ianislav (author)
Software as a Service (SaaS) is increasingly used by firms for sourcing business application software. SaaS can enable a cost reduction and quality improvement of existing operations and provide rapid and low-cost innovation. However, decision makers are unclear about how they can benefit from SaaS. This study contributes to filling this...
journal article 2019
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van Rooijen, S. J. (author), Ellerbroek, J. (author), Borst, C. (author), van Kampen, E. (author)
Lack of trust has been identified as an obstacle in the introduction of workload-alleviating automation in air traffic control. The work presented in this paper describes a concept to generate individual-sensitive resolution advisories for air traffic conflicts, with the aim of increasing acceptance by adapting advisories to different...
conference paper 2019
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Kultur, Sinem (author), Knaack, U. (author), Türkeri, Nil (author)
As a significant building sub-system, facade needs to be designed through the consideration of a wide range of factors. Facade design is given shape as a result of a collaborative work by stakeholders from different disciplines based on outdoor (environmental) and indoor (spatial) conditions, as well as project specific constraints, time/ budget...
conference paper 2019
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Leontaris, G. (author), Morales Napoles, O. (author), Dewan, Ashish (author), Wolfert, A.R.M. (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...
journal article 2019
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Heijnen, P.W. (author), Chappin, E.J.L. (author), Herder, P.M. (author)
Systems engineers are equipped to design complex networked systems such as infrastructures. A key goal is cost minimization over a vast solution space. However, finding a minimum-cost system while comprehensively satisfying different stakeholders is challenging and lacks proper methodological support. Stakeholders often employ their own...
journal article 2019
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Remøy, Hilde (author), Wandl, A. (author), Ceric, Denis (author), van Timmeren, A. (author)
A shift towards a more Circular Economy is crucial to achieve a more sustainable and inclusive built environment that meets future demands. Circular Economy is a promising concept for industry and society. If implemented well, Circular Economy can deliver environmental benefits and economic advantages for which innovation is essential. To...
contribution to periodical 2019
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Arciniegas Lopez, G.A. (author), Ŝileryté, R. (author), Dabrowski, M.M. (author), Wandl, A. (author), Dukai, B. (author), Bohnet, P.M.M. (author), Gutsche, Jens-Martin (author)
Improving waste and resource management entails working on interrelations between different material flows, territories and groups of actors. This calls for new decision support tools for translating the complex information on flows into accessible knowledge usable by stakeholders in the spatial planning process. This article describes an open...
journal article 2019
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Kültür, Sinem (author), Türkeri, Nil (author), Knaack, U. (author)
This paper presents a holistic decision support tool developed for use during the early stages of facade design. The tool is based on the interdependent relationships between facade performance, facade parameters, and conditions (environmental and spatial). It assumes that a decision maker has the ability to enhance the performance of a facade...
journal article 2019
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Koornneef, H. (author), Verhagen, W.J.C. (author), Curran, R. (author)
Delays are costly to airlines in both money and image. A significant number of delays is caused by unexpected technical failures of aircraft systems or components. These failures, if not dealt with efficiently, can cause disruptions in the flight schedule and network. The annual costs of these type of disruptions add up to an estimated cost...
conference paper 2019
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Li, Shijie (author), Liu, Jialun (author), Negenborn, R.R. (author), Ma, Feng (author)
Ship collision is the main type of maritime accidents, which causes great losses on human lives and economy, and brings negative impacts to the maritime environment. In crowded waters such as the sea area near a seaport, multiple ships encountering situations happen frequently. While several methods have been proposed for solving multiple...
journal article 2019
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Winkler, Daniel (author), Haltmeier, Markus (author), Kleidorfer, Manfred (author), Rauch, Wolfgang (author), Tscheikner-Gratl, F. (author)
Pipe failure modelling is an important tool for strategic rehabilitation planning of urban water distribution infrastructure. Rehabilitation predictions are mostly based on existing network data and historical failure records, both of varying quality. This paper presents a framework for the extraction and processing of such data to use it for...
journal article 2018
Searched for: subject:"decision%5C+support"
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