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Cara, I. (author), Gelder, E.D. (author)The number of fatal car-cyclist accidents is increasing. Advanced Driver Assistance Systems (ADAS) can improve the safety of cyclists, but they need to be tested with realistic safety-critical car-cyclist scenarios. In order to store only relevant scenarios, an online classification algorithm is needed. We demonstrate that machine learning...conference paper 2015
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Harbers, M. (author), Neerincx, M.A. (author)This paper studies the effects of automated support for workload distribution in traffic control teams on human values such as security, autonomy and privacy. The paper describes a workshop in which the support system's stakeholders, their values, and the effects of the support system on these values were analyzed. The workshop results were used...conference paper 2014
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Aarts, F. (author), Kuppens, H. (author), Tretmans, J. (author), Vaandrager, F. (author), Verwer, S. (author)Using a well-known industrial case study from the verification literature, the bounded retransmission protocol, we show how active learning can be used to establish the correctness of protocol implementation I relative to a given reference implementation R. Using active learning, we learn a model M R of reference implementation R, which serves...article 2014
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de Penning, H.L.H. (author), d'Avila Garcez, S.S. (author), Lamb, L.C. (author), Meyer, J.J.C. (author)In real-world applications, the effective integration of learning and reasoning in a cognitive agent model is a diffcult task. However, such integration may lead to a better understanding, use and construction of more realistic multiagent models. Existing models are either oversimplified or require too much processing time, which is unsuitable...conference paper 2014
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Velikova, M. (author), Novák, P. (author), Huijbrechts, B. (author), Laarhuis, J. (author), Hoeksma, J. (author), Michels, S. (author)Nowadays the maritime operational picture is characterised by a growing number of entities whose interactions and activities are constantly changing. To provide timely support in this dynamic environment, automated systems need to be equipped with tools— lacking in existing systems—for real-time prioritisation of the application tasks (missions)...article 2014
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Volpato, M. (author), Tretmans, J. (author)Model-based testing allows the creation of test cases from a model of the system under test. Often, such models are difficult to obtain, or even not available. Automata learning helps in inferring the model of a system by observing its behaviour. The model can be employed for many purposes, such as testing other implementations, regression...conference paper 2014
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van Dongen, C.J.G. (author), van Maanen, P.P. (author)This study presents a framework for understanding task and psychological factors affecting reliance on advice from decision aids. The framework describes how informational asymmetries in combination with rational, motivational and heuristic factors explain human reliance behavior. To test hypotheses derived from the framework, 79 participants...article 2013
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Verberne, S. (author), van der Heijden, M. (author), Hinne, M. (author), Sappelli, M. (author), Koldijk, S. (author), Hoenkamp, E. (author), Kraaij, W. (author)In most intent recognition studies, annotations of query intent are created post hoc by external assessors who are not the searchers themselves. It is important for the field to get a better understanding of the quality of this process as an approximation for determining the searcher's actual intent. Some studies have investigated the...article 2013
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Eisenblätter, A. (author), Conzalez Rodríguez, B. (author), Gunnarsson, F. (author), Kürner, T. (author), Litjens, R. (author), Sas, B. (author), Sayrac, B. (author), Schmelz, L.C. (author), Willcock, C. (author)Future radio access networks will require new self-management solutions to handle the increasing operational complexity caused by multi-technology and multi-layer deployments. Current networks already include stand-alone SON (Self-Organizing Networks) solutions, but these are not sufficient to properly handle the networks of tomorrow. In this...conference paper 2013
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Hoogendoorn, M. (author), Jaffry, S.W. (author), van Maanen, P.P. (author), Treur, J. (author)Abstract. Within human trust related behaviour, according to the literature from the domains of Psychology and Social Sciences often non-rational behaviour can be observed. Current trust models that have been developed typically do not incorporate non-rational elements in the trust formation dynamics. In order to enable agents that interact with...article 2013
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van Diggelen, J. (author), Grootjen, M. (author), Ubink, E.M. (author), van Zomeren, M. (author), Smets, N.J.J.M. (author)Optimal support of professionals in complex ambient task environments requires a system that delivers the Right Message at the Right Moment in the Right Modality: (RM)3. This paper describes a content-based design methodology and an agent-based architecture to enable real time decisions of information presentation according to (RM)3. We will...conference paper 2013
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Bouma, H. (author), Burghouts, G.J. (author), de Penning, H.L.H. (author), Hanckmann, P. (author), ten Hove, R.J.M. (author), Korzec, S. (author), Kruithof, M.C. (author), Landsmeer, S. (author), van Leeuwen, C.J. (author), van den Broek, S.P. (author), Halma, A.H.R. (author), den Hollander, R.J.M. (author), Schutte, K. (author)Ground surveillance is normally performed by human assets, since it requires visual intelligence. However, especially for military operations, this can be dangerous and is very resource intensive. Therefore, unmanned autonomous visual-intelligence systems are desired. In this paper, we present an improved system that can recognize actions of a...conference paper 2013
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Alstad, A. (author), Mevassvik, O.M. (author), Nielsen, M.N. (author), Løvlid, R.A. (author), Henderson, H.C. (author), Jansen, R.E.J. (author), de Reus, N.M. (author)TNO (The Netherlands) and FFI (Norway) are cooperating in extending a COTS Computer Generated Forces (CGF) tool with a Coalition Battle Management Language (C-BML) interface for executing C-BML orders and issuing reports. Due to the lack of satisfactory models for command and control (C2)/combat management in existing CGF tools, TNO and FFI have...conference paper 2013
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Lefter, I. (author), Rothkrantz, L. (author), Somhorst, M. (author)At this moment many surveillance systems are installed in public domains to control the safety of people and properties. They are constantly watched by human operators who are easily overloaded. To support the human operators, a surveillance system model is designed that detects suspicious behaviour in a non-public area. Its task is to alert the...conference paper 2012
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Bouma, H. (author), Hanckmann, P. (author), Marck, J.W. (author), de Penning, H.L.H. (author), den Hollander, R.J.M. (author), ten Hove, R.J.M. (author), van den Broek, S.P. (author), Schutte, K. (author), Burghouts, G.J. (author)Surveillance is normally performed by humans, since it requires visual intelligence. However, it can be dangerous, especially for military operations. Therefore, unmanned visual-intelligence systems are desired. In this paper, we present a novel system that can recognize human actions. Central to the system is a break-down of high-level...conference paper 2012
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Kerbusch, P.J.M. (author), van Doesburg, W.A. (author), Jansen, R.E.J. (author), Langeslag, P.J.H. (author)The use of simulated environments in the military domain has increased significantly over the past years, and with it the demand for more realistically behaving autonomous systems. The autonomous systems become ever more complex and need to support advanced human-machine interactions when applied for training and instruction (virtual role...conference paper 2011
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Shogenova, A. (author), Shogenov, K. (author), Pomeranceva, R. (author), Nulle, I. (author), Neele, F. (author), Hendriks, C. (author)Industrial CO2 emissions and opportunities for CO2 geological storage in the Baltic Region were studied within the EU GeoCapacity project supported by the European Union Framework Programme 6. Estonia produces the largest amounts of CO2 emissions in the region, due to the combustion of Estonian oil shale for energy production. Owing to the...conference paper 2011
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Hoogendoorn, M. (author), Jaffry, S.W. (author), van Maanen, P.P. (author), Treur, J. (author)When considering intelligent agents that interact with humans, having an idea of the trust levels of the human, for example in other agents or services, can be of great importance. Most models of human trust that exist, are based on some rationality assumption, and biased behavior is not represented, whereas a vast literature in Cognitive and...conference paper 2011
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Krzhizhanovskaya, V.V. (author), Shirshov, G.S. (author), Melnikova, N.B. (author), Belleman, R.G. (author), Rusadi, F.I. (author), Broekhuijsen, B.J. (author), Gouldby, B.P. (author), Lhomme, J. (author), Balis, B. (author), Bubak, M. (author), Pyayt, A.L. (author), Mokhov, I.I. (author), Ozhigin, A.V. (author), Lang, B. (author), Meijer, R.J. (author)We present a prototype of the flood early warning system (EWS) developed within the UrbanFlood FP7 project. The system monitors sensor networks installed in flood defenses (dikes, dams, embankments, etc.), detects sensor signal abnormalities, calculates dike failure probability, and simulates possible scenarios of dike breaching and flood...article 2011
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Bronkers, R. (author), Henderson, H. (author), de Reus, N.M. (author), Alstad, A. (author), Mevassvik, O.M. (author), Skogsrud, G. (author)The development of Coalition Battle Management Language (C-BML) by SISO and its evaluation by the NATO MSG-085 task group and predecessor NATO MSG-048 has led Norway and the Netherlands to develop C-BML interfaces for their Command and Control Information Systems (C2ISs) NORTaC-C2IS and ISIS. FFI (Norway) and TNO (The Netherlands) are...conference paper 2011