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van Diggelen, J. (author), Metcalfe, J.S. (author), van den Bosch, K. (author), Neerincx, M. (author), Kerstholt, J. (author)Following the rapid rise of military Artificial Intelligence (AI), people have warned against mankind withdrawing from the immediate war-related events resulting in the “dehumanization” of war (Joerden, 2018). The premise that machines decide what is destroyed and what is spared, and when to take a human life, would be deeply morally...article 2023
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Albers, N. (author), Neerincx, M.A. (author), Aretz, N.L. (author), Ali, M. (author), Ekinci, A. (author), Brinkman, W.P. (author)Virtual coaches have the potential to address the low adherence common to eHealth applications for behavior change by, for example, providing motivational support. However, given the multitude of factors affecting users’ attitudes toward virtual coaches, more insights are needed on how such virtual coaches can be designed to affect these...conference paper 2023
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van de Sluis, H.J.D. (author), de Jongh, J.F.C.M. (author)The EU-funded ENSEMBLE project* designs, realizes, tests and validates novel multi-brand platooning technology for trucks in a consortium consisting of all European truck OEMs, first-tier suppliers, branch organisations and academic and research institutes. This paper describes the project’s approach towards (intermediate) testing of the V2X...conference paper 2023
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- Korteling, J.E. (author) bookPart 2023
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den Camp, O.O. (author), de Gelder, E. (author), Broos, J. (author)To ensure the safe and responsible deployment of vehicles equipped with Automated Driving Systems (ADSs) onto the public road, a safety assessment of such vehicles should be passed successfully. The assessment results should be unambiguous, easily understood by experts in the field, and explainable to authorities and the general public. An...conference paper 2023
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Langley, D.J. (author), Rosco, E. (author), Angelopoulos, M. (author), Kamminga, O. (author), Hooijer, C.L.A. (author)In order for firms to implement the Circular Economy, and close all material and energy cycles, connections are needed not only within but also between multiple Industrial Ecosystems. To enable such complex interconnections, the European Union is preparing legislation to enforce the use of digital product passports (DPPs). These are verifiable...article 2023
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Mulder, W. (author), van Rhijn, G. (author), van Bekkum, M. (author), Makris, S. (author), Alexopoulos, K. (author), Michalos, G. (author), Arkouli, Z. (author), Papacharalampopoulos, A. (author), Stavropoulos, P. (author), Fernández-Martinez, A. (author), Muiños-Landin, S. (author), Gadeyne, K. (author), Meyers, B. (author), Betinelli, P. (author), Gosselin, F. (author), Vienne, C. (author), Kchir, S. (author), Vieru, B. (author), Gallou, G. (author), Panalva, M.L. (author), Boto, F. (author), Outón, J.L. (author), Usatorre, L. (author), Orlandini, A. (author), Pedrocchi, N. (author), Umbrico A., (author), Cerquitelli, T. (author), Macii, E. (author), Huber, M.F. (author), Roth, M. (author), Brajovic, D. (author), Dolgui, A. (author), Thevenin, S. (author), Olsen, M.L. (author), Wagner, A. (author), Colosimo, B.M. (author), Grasso, M. (author), Iñigo, M. (author), Bilbatua, J. (author), Unamuno, G (author), Bediaga, I. (author), Arrieta, J. (author), Semanek, P. (author), Kadera, P. (author), Burget, P. (author), Petr, K. (author), Virkkunen, R. (author)This white paper entitled "Artificial Intelligence in Manufacturing" reports the use of Artificial Intelligence (AI) in European manufacturing, and its potential to enhance competitiveness and technological leadership in the future. The paper is based on research conducted by the Artificial Intelligence in Manufacturing NETwork (AIM-NET), which...report 2023
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Coutino, M. (author), Uysal, F. (author)Recently, it has been shown that reinforcement learning (RL) is able to solve decision-based problems through a series of action-observation-reward cycles. In this paper, we pose the problem of constrained waveform optimization as a sequential decision problem and show how it can be solved by an RL agent. The proposed RL-based method is an...conference paper 2023
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van Gulijk, C. (author), Zaitseva, E. (author), Kvassay. M., (author)This book offers insight into the current issues of the merger between reliability engineering and computational intelligence. The intense development of information technology allows for designing more complex systems as well as creating more detailed models of real-world systems which forces traditional reliability engineering approaches based...book 2023
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Zoomer, T. (author), van der Beek, D. (author), van Gulijk, C. (author), Kwantes, J.H. (author)The fourth industrial revolution has greatly impacted the domain of occupational safety and health. Advanced data-driven techniques, such as reliability engineering and predictive based safety, can be of great help in reducing workplace accidents. Data-driven techniques in the workplace can also be used to automate management tasks, judge...book 2023
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de Gelder, E. (author), Paardekooper, J.P. (author), Saberi, A.K. (author), Elrofai, H. (author), op den Camp, O.M.G.C. (author), Kraines, S. (author), Ploeg, J. (author), de Schutter, B. (author)The development of new assessment methods for the performance of automated vehicles is essential to enable the deployment of automated driving technologies, due to the complex operational domain of automated vehicles. One contributing method is scenario-based assessment in which test cases are derived from real-world road traffic scenarios...conference paper 2022
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Chiscop, I. (author), Soro, F. (author), Smith, P. (author)Threat hunting and malware prediction are critical activities to ensure network and system security. These tasks are difficult due to increasing numbers of sophisticated malware families. Automatically detecting anomalous Domain Name System (DNS) queries in operational traffic facilitates the detection of new malware infections, significantly...conference paper 2022
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li Piani, T. (author), Weerheijm, J. (author), Sluys, L.J. (author)Adobe is a traditional masonry made of sundried earthen bricks and mud mortar. Despite a millennial history of buildings of architectural value, adobe still connotes a so called ‘not engineered’ construction type. Namely, the material and structural properties of adobe are still not entirely addressed, resulting in an equally uncertain normative...article 2022
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Barros, A.I. (author), van der Zwet, K. (author), Westerveld, J.J.L. (author), Schreurs, W. (author)Technological innovations such as digitalisation have an increasingly important role in our society. This development is also reflected in police work. In particular, the access to information on a global scale has increased the international character, adaptivity, and fluidity of criminal organisations. As such, there is a pressing need to...article 2022
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van der Ploeg, C. (author), Smit, R. (author), Teerhuis, A. (author), Silvas, E. (author)Developing safe automated vehicles that can be proactive, safe, and comfortable in mixed traffic requires improved planning methods that are risk-averse and that account for predictions of the motion of other road users. To consider these criteria, in this article, we propose a nonlinear model-predictive trajectory generator scheme, which...conference paper 2022
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Smit, R. (author), van der Ploeg, C. (author), Teerhuis, A. (author), Silvas, E. (author)The urban environment is amongst the most difficult domains for autonomous vehicles. The vehicle must be able to plan a safe route on challenging road layouts, in the presence of various dynamic traffic participants such as vehicles, cyclists and pedestrians and in various environmental conditions. The challenge remains to have motion planners...conference paper 2022
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Sanchez, M.M. (author), Elfring, J. (author), Silvas, E. (author), van de Molengraft, R. (author)To operate safely, an automated vehicle (AV) must anticipate how the environment around it will evolve. For that purpose, it is important to know which prediction models are most appropriate for every situation. Currently, assessment of prediction models is often performed over a set of trajectories without distinction of the type of movement...conference paper 2022
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Bouma, H. (author), van van Mil, J.D. (author), ten Hove, R.J.M. (author), Pruim, R. (author), van Rooijen, A.L. (author), Kern, A.S.Y. (author), Ballan, L. (author), Kromhout, B. (author), Dominic Wolbers, D. (author), de Moel, H. (author), Dolstra, N. (author), Bomhof, G. (author), de Rooij, D. (author)It is important to combat fraud on travel documents (e.g., passports), identity documents (e.g., ID-card) and breeder documents (e.g., birth certificates) to facilitate the travel of bona-fide travelers and to prevent criminal cross-border activities, such as terrorism, illegal migration, smuggling, and human trafficking. However, it is...conference paper 2022
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de Waa, J. (author), Kunneman, Y. (author), Maccatrozzo, V. (author), van der Stigchel, B. (author)As part of the first Hybrid Human Artificial Intelligence conference, the HHAI 2022, a hackathon was organized. This work reports on this event, its challenge and obtained results. In total five teams of early researchers and AI engineers tackled the societal problem of fake news under supervision of domain experts and experienced researchers....bookPart 2022
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Geurts, M. (author), Hogema, J. (author), Silvas, E. (author), Souman, J. (author), Rahman, A. (author), Hiller, J. (author)To develop safe automated driving functions, knowing road-user’s lane change behaviour is critical. This detection problem may depend on multiple aspects such as road conditions, location, and weather. To understand the effect of these situational variables, this work introduces a lane change detection algorithm and assessed its performance...conference paper 2022