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van den Bosch, K. (author), Schoonderwoerd, T.A.J. (author), Blankendaal, R.A.M. (author), Neerincx, M.A. (author)The increasing use of ever-smarter AI-technology is changing the way individuals and teams learn and perform their tasks. In hybrid teams, people collaborate with artificially intelligent partners. To utilize the different strengths and weaknesses of human and artificial intelligence, a hybrid team should be designed upon the principles that...conference paper 2019
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Meyer-Vitali, A.P. (author), Bakker, R.M. (author), van Bekkum, M.A. (author), de Boer, M. (author), Burghouts, G. (author), van Diggelen, J. (author), Dijk, J. (author), Grappiolo, C. (author), de Greeff, J. (author), Huizing, A.G. (author), Raaijmakers, S. (author)Hybrid Artificial Intelligence combines the best of two worlds: the power of recent advances in deep learning with the possibility to explicitly model human knowledge in connected systems. Together, this new generation of AI becomes more controllable, explainable and fair, in line with European norms and values.report 2019
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van den Bosch, K. (author), Schoonderwoerd, T.A.J. (author), Blankendaal, R.A.M. (author), Peeters, M.M.M. (author)Realizing the potential of simulation for training demands that virtual players (the Non Playing Characters, or NPCs) behave in a believable fashion and in conjunction with the training objectives. To demonstrate ‘fit-for-purpose realism’, an NPC should adhere to relevant protocols, norms and values of the situational context (“believability”),...report 2019
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- Aliman, N.M. (author), Kester, L.J.H.M. (author) conference paper 2019
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- van Doesburg, R. (author), van Engers, T. (author) conference paper 2019
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Kaptein, F. (author), Broekens, J. (author), Hindriks, K. (author), Neerincx, M.A. (author)Explanation of actions is important for transparency of-, and trust in the decisions of smart systems. Literature suggests that emotions and emotion words - in addition to beliefs and goals - are used in human explanations of behaviour. Furthermore, research in e-health support systems and human-robot interaction stresses the need for studying...conference paper 2019
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van der Vecht, B. (author), van Diggelen, J. (author), Peeters, M.M.M. (author), Barnhoorn, J. (author), van der Waa, J. (author)Human-machine teaming (HMT) is a promising paradigm to approach future situations in which humans and autonomous systems closely collaborate. This paper introduces SAIL, a design method and framework for the development of HMT-concepts. Starting point of SAIL is that an HMT can be developed in an iterative process in which an existing autonomous...conference paper 2018
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Rozemuller, C. (author), Neerincx, M.A. (author), Hindriks, K.V. (author)Exploration games are games where agents (or robots) need to search resources and retrieve these resources. In principle, performance in such games can be improved either by adding more agents or by exchanging more messages. However, both measures are not free of cost and it is important to be able to assess the trade-off between these costs and...conference paper 2018
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van der Vecht, B. (author), van Diggelen, J. (author), Peeters, M.M.M. (author), van Staal, W. (author), van der Waa, J. (author)Human-machine teaming (HMT) is a promising paradigm to approach situations in which humans and autonomous systems must closely collaborate. This paper describes SAIL, a software framework for implementing HMT-concepts. The approach of SAIL is to integrate existing autonomous systems in a framework, that serves as a social layer between...conference paper 2018
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Saad, E. (author), Hindriks, K.V. (author), Neerincx, M.A. (author)Task allocation and management is crucial for human-robot collaboration in Urban Search And Rescue response efforts. The job of a mission team leader in managing tasks becomes complicated when adding multiple and different types of robots to the team. Therefore, to effectively accomplish mission objectives, shared situation awareness and task...conference paper 2018
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Remmen, F. (author), Cara, I. (author), de Gelder, E. (author), Willemsen, D.M.C. (author)Truck platooning is gaining more and more interest thanks to the benefits on improved traffic efficiency, reduced fuel consumption and emissions. To gain these benefits, it typically involves small following distances . Due to the small following distances, the cut-in manoeuvre of target vehicles becomes safety critical and requires the...conference paper 2018
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Maathuis, C.E. (author), Wolters, P. (author), van den Berg, J. (author)Due to the advancement of technology and continuing emergence of international conflict situations, wars are now also conducted into the official new battlefield: cyberspace. Although several incidents have been characterized in terms of cyber operations, there is an important gap in the existing body of knowledge concerning the definition of...article 2018
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Burakowski, W. (author), Beben, A. (author), van den Ber, J.L. (author), Bosman, J.W. (author), Hasslinger, G. (author), Kertesz, A. (author), Latre, S. (author), van der Mei, R. (author), Pflanzner, T. (author), Poullie, P.G. (author), Sosnowski, M. (author), Spinnewyn, B. (author), Stiller, B. (author)The chapter summarizes activities of COST IC1304 ACROSS European Project corresponding to traffic management for Cloud Federation (CF). In particular, we provide a survey of CF architectures and standardization activities. We present comprehensive multi-level model for traffic management in CF that consists of five levels: Level 5 - Strategies...conference paper 2018
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Neumann, N.M.P. (author), Knegjens, R. (author), Den Hollander, R. (author), Oggero, S. (author), Burghouts, G.J. (author), Van Den Broek, S.P. (author)Algorithms for the detection and tracking of objects can be combined into a system that automatically extracts relevant events from a large amount of video data. Such a system , can be particularly useful in video surveillance applications, notably to support analysts in retrieving information from hours of video while working under strict time...conference paper 2018
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- Brouwer, A.M. (author), van Beurden, M. (author), Nijboer, L. (author), Derikx, L. (author), Binsch, O. (author), Gjaltema, C. (author), Noordzij, M. (author) conference paper 2018
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Trichias, K. (author), D’Acunto, L. (author), Drijver, F.B. (author), Wissingh, B.F. (author)In Information-Centric Networking (ICN), applications request data based on the (exact) name of the data of interest. This poses a challenge for a growing number of applications, which do not know a priori the full name of a data object they seek, or do not necessarily need a specific data object, but are interested in a certain scope (e.g. the...conference paper 2018
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Bowman, E.K. (author), Burghouts, G. (author), Overlier, L. (author), Kase, S.E. (author), Zimmerman, R.J. (author), Oggero, S. (author)The US and nations of the NATO Alliance are increasingly threatened by the global spread of terrorism, humanitarian crises/disaster response, and public health emergencies. These threats are influenced by the unprecedented rise of information sharing technologies and practices, where mobile access to social networking sites is ubiquitous. In...conference paper 2018
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Brouwer, A.M. (author), van de Water, L. (author), Hogervorst, M.A. (author), Kraaij, W. (author), Schraagen, J.M.C. (author), Hogenelst, K. (author)Monitoring an individual’s mental state using unobtrusively measured signals is regarded as an essential element in symbiotic human-machine systems. However, it is not straightforward to model the relation between mental state and such signals in real life, without resorting to (unnatural) emotion induction. We recorded heart rate, facial...conference paper 2018
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Lamballais Tessensohn, T. (author), van der Vecht, B. (author), Eikelboom, A.R. (author)In the early years of Artificial Intelligence (AI) research, scientists envisioned AI as embodied in a robot. Since then, the fields of AI and robotics diverged and mostly developed separately. Thanks to rapid developments and recent scientific breakthroughs in both fields, there are many upcoming applications where the integration of AI and...conference paper 2018
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Koldijk, S. (author), Neerincx, M.A. (author), Kraaij, W. (author)Employees often report the experience of stress at work. In the SWELL project we investigate how new context aware pervasive systems can support knowledge workers to diminish stress. The focus of this paper is on developing automatic classifiers to infer working conditions and stress related mental states from a multimodal set of sensor data ...article 2018