Searched for: author:"Hillerström, F.H.J."
(1 - 6 of 6)
document
Burghouts, G.J. (author), Hillerström, F.H.J. (author)
Current object recognition techniques are based on deep learning and require substantial training samples in order to achieve a good performance. Nonetheless, there are many applications in which no (or only a few) training images of the targets are available, whilst they are well-known by domain experts. Zero-shot learning is used in use cases...
conference paper 2021
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de Greeff, J. (author), de Boer, M.H.T. (author), Hillerström, F.H.J. (author), Bomhoff, F.W. (author), Jorritsma, W. (author), Neerinx, M. (author)
AI tools are becoming more commonly used in a variety of application domains. In this paper, we describe a system named FATE that combines state of the art AI tools. The goal of the FATE system is decision support with use of ongoing human-AI co-learning, explainable AI and fair, bias-free and secure usage of data. These topics are societally...
conference paper 2021
document
de Boer, M.H.T. (author), Hillerström, F.H.J. (author)
In Hybrid AI, machine learning and knowledge engineering are combined to have the best of both worlds. Insights obtained from data are combined with complementary expert knowledge, which can be represented in a graph structure. Graph networks are a recently new development in machine learning and cover methods that learn on graph structured data...
conference paper 2021
document
Beckers, A.L.D. (author), Sijs, J. (author), van Diggelen, J. (author), van Dijk, Roelof J.E. (author), Bouma, H. (author), Lomme, M. (author), Hommes, R.M. (author), Hillerström, F.H.J. (author), van der Waa, J.S. (author), van Velsen, A.L. (author), Mannucci, T. (author), Voogd, J.M. (author), van Staal, W. (author), Veltman, H.J. (author), Wessels, P.W. (author), Huizing, A. (author)
Intelligent robotic autonomous systems (unmanned aerial/ground/surface/underwater vehicles) are attractive for military application to relieve humans from tedious or dangerous tasks. These systems require awareness of the environment and their own performance to reach a mission goal. This awareness enables them to adapt their operations to...
conference paper 2019
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Hillerström, F.H.J. (author), Kruithof, M.C. (author), Oggero, S. (author)
The Port of Rotterdam is an important hub in international maritime supply chains. Efficient functioning of the port requires accurate planning of the processes, thus reducing waiting times and costs for all parties. Therefore, predictions should be incorporated in the planning of all logistic processes. In particular, uncertainty information is...
conference paper 2018
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de Boer, M.H. (author), Oggero, S. (author), van Bekkum, M.A. (author), Bomhof, F.W. (author), Hillerström, F.H.J. (author), Knegjens, R.J. (author), Kruithof, M.C. (author), Neumann, N.M.P. (author), Dijk, J. (author)
conference paper 2017
Searched for: author:"Hillerström, F.H.J."
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