332 citations
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8 papers · 1 filter
Towards the Automation of a Chemical Sulphonation Process with Machine Learning
Enrique Garcia-Ceja, Åsmund Hugo, Brice Morin +4
Nowadays, the continuous improvement and automation of industrial processes has become a key factor in many fields, and in the chemical industry, it is no exception. This translate…
Understanding coordination in global software engineering: A mixed-methods study on the use of meetings and Slack
Viktoria Stray, Nils Brede Moe
Given the relevance of coordination in the field of global software engineering, this work was carried out to further understand coordination mechanisms. Specifically, we investiga…
COLREG-Compliant Collision Avoidance for Unmanned Surface Vehicle using Deep Reinforcement Learning
Eivind Meyer, Amalie Heiberg, Adil Rasheed +1
Path Following and Collision Avoidance, be it for unmanned surface vessels or other autonomous vehicles, are two fundamental guidance problems in robotics. For many decades, they h…
Fiducial and Posterior Sampling
Gunnar Taraldsen, Bo H. Lindqvist
The fiducial coincides with the posterior in a group model equipped with the right Haar prior. This result is here generalized. For this the underlying probability space of Kolmogo…
On scenario construction for stochastic shortest path problems in real road networks
Dongqing Zhang, Stein W. Wallace, Zhaoxia Guo +2
Stochastic shortest path computations are often performed under very strict time constraints, so computational efficiency is critical. A major determinant for the CPU time is the n…
A gradient boosting approach for optimal selection of bidding strategies in reservoir hydro
Hans Ole Riddervold, Signe Riemer-Sørensen, Peter Szederjesi +1
Power producers use a wide range of decision support systems to manage and plan for sales in the day-ahead electricity market, and they are often faced with the challenge of choosi…