Searched for: subject%3A%22learning%22
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Phillipson, F. (author), Wezeman, R.S. (author), Chiscop, I. (author)
There is a growing trend in using machine learning techniques for detecting environmental context in communication networks. Machine learning is one of the promising candidate areas where quantum computing can show a quantum advantage over their classical algorithmic counterpart on near term Noisy Intermediate-Scale Quantum (NISQ) devices. The...
conference paper 2020
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Meinhardt, N. (author), Neumann, N.M.P. (author), Phillipson, F. (author)
conference paper 2020
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Detz, R.J. (author), van der Zwaan, B.C.C. (author)
The microwave oven has penetrated into many kitchens throughout the world and has substituted old polluting forms of cooking with new cleaner ways. Its exponential market uptake in the residential sector has been realized thanks to substantial cost reductions during its deployment phase, which started more than 70 years ago. Today, the annual...
article 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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van Wees, J.D. (author), Veldkamp, H. (author), Brunner, L. (author), Vrijlandt, M. (author), de Jong, S. (author), Heijnen, N. (author), van Langen, C. (author), Peijster, J. (author)
Over the past decade in the Netherlands, most operators have only developed a single doublet. The learning effect from these single events is suboptimal, and operators have only been capable of developing doublets in areas with relatively low exploration risk. This 'stand-alone' approach can be significantly improved by a collective approach to...
article 2020
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van Beurden, M. (author), Brouwer, A.M. (author), van Baardewijk, J.U. (author), Binsch, O. (author), Vermetten, E. (author), Roijendijk, L. (author)
Feedback of physiological responses have a great potential to support virtual training paradigms aimed to increase cognitive task performance under stressful threatening conditions. In the current study, we examined the sensitivity of a range of physiological indicators derived from electrodermal activity (EDA), blood pressure (BP) and heart...
article 2020
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Pruim, R.H.R. (author), van Opbroek, A. (author), Kruithof, M.C. (author), den Hollander, R.J.M. (author), Baan, J. (author), van den Broek, S.P. (author), van der Stap, N. (author), Dijk, J. (author)
Automatic detection and tracking of maritime targets in imagery can greatly increase situation awareness on naval vessels. Various methods for detection and tracking have been proposed so far, both for reasoning as well as for learning approaches. Learning approaches have the promise to outperform reasoning approaches. They typically detect...
conference paper 2019
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Zonta, A. (author), Smit, S.K. (author), Haasdijk, E. (author), Eiben, A.E. (author)
Modelling human behaviour is still an ongoing challenge that spaces between several fields like social science, artificial intelligence, and philosophy. Since the research of a metric able to define all the aspect of the human nature is still an ambitious task, most current studies use concepts like social forces or handwritten rules for...
conference paper 2019
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Yang, N. (author), Aslam, K. (author), Schiffelers, R. (author), Lensink, L. (author), Hendriks, D. (author), Cleophas, L. (author), Serebrenik, A. (author)
Inferring behavioral models (e.g., state machines) of software systems is an important element of re-engineering activities. Model inference techniques can be categorized as active or passive learning, constructing models by (dynamically) interacting with systems or (statically) analyzing traces, respectively. Application of those techniques in...
conference paper 2019
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de Heer, P.B.U.L. (author), de Reus, N.M. (author), Tealdi, L. (author), Kerbusch, P.J.M. (author)
conference paper 2019
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van der Zwaan, B.C.C. (author), Dalla Longo, F. (author)
The use of geothermal energy is expected to grow rapidly over the next several decades at many places in the world, since geothermal resources are abundant, and because this renewable energy option is both a low-carbon and non-intermittent technology. With the integrated assessment model TIAM-ECN we quantify how large its growth could be until...
article 2019
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Manders, T.M.C. (author), van Laarhoven, T. (author), Marchiori, E. (author)
We consider unsupervised domain adaptation: given labelled examples from a source domain and unlabelled examples from a related target domain, the goal is to infer the labels of target examples. Under the assumption that features from pre-trained deep neural networks are transferable across related domains, domain adaptation reduces to aligning...
conference paper 2019
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de Boer, M.H.T. (author), Verhoosel, J.P.C. (author)
The manual creation of an ontology is a tedious task. In the field of ontology learning, Natural Language Processing (NLP) techniques are used to automatically create ontologies. In this paper, we present a methodology using data-driven techniques to create ontologies from unstructured documents in the agriculture domain. We use state-of-the-art...
conference paper 2019
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de Jong, R.J. (author), Heiligers, M.J.C. (author), de Wit, J.J.M. (author), Uysal, F. (author)
Camera systems are widely used for surveillance in the security and defense domains. The main advantages of camera systems are their high resolution, their ease of use, and the fact that optical imagery is easy to interpret for human operators. However, particularly when considering application in the defense domain, cameras have some...
conference paper 2019
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Peters, R. (author), Oleari, E. (author), Sardu, F. (author), Neerincx, M.A. (author)
Children will only benefit from educational technologies and e-coaches when they understand the long-term consequences and are (intrinsically) motivated to use these support systems. This paper presents an Objective Dashboard that integrates educational achievements, goals and tasks with gamification features (such as challenges, scores and...
conference paper 2019
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van Leeuwen, D. (author), Bosman, J.W. (author), Dugundji, E.R. (author)
In this study, we identify spatial regions based on an empirical data set consisting of time-dependent origin-destination (OD) pairs. These OD pairs consist of electronic traces collected from smartphone data by Google in the Amsterdam metropolitan region and is aggregated by the volume of trips per hour at neighbourhood level. By means of...
article 2019
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de Heer, P.B.U.L. (author), de Reus, N.M. (author), Tealdi, L. (author), Kerbusch, P.J.M. (author)
The density, diversity, connectedness and scale of urban environments make military operations challenging. This paper shows that different artificial intelligence techniques can be combined to provide the commander with various form of intelligence augmentation and to support the decision making process. A warfare model has been developed where...
conference paper 2019
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Pennings, H.J.M. (author), Bottenheft, C. (author), van de Boer-Visschedijk, G.C. (author), Stubbé, H.E. (author)
Purpose: Informal learning is seen as the most important way to acquire and develop the skills and competencies required for work. The Dutch Defence organisation (DDO) aims to use the opportunities for development of employees that informal learning offers better and is looking for suitable interventions. Four possible interventions to improve...
article 2019
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van de Sande, M.C.E. (author), Kocken, P.L. (author), Fekkes, M. (author), Diekstra, R.F.W. (author), Reis, R. (author), Gravensteijn, C. (author)
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
Searched for: subject%3A%22learning%22
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