These room concepts can only be determined with a certain degree of belief, not so much depending on the system's quality as depending on ambiguities in the cognitive assignment of room concepts. Hence, uncertainty about concepts that exist in reality also needs to be represented in the ...
They also propose an uncertainty associated with each prediction by using a Monte Carlo dropout scheme. Clark, Wang, Markham, Trigoni, and Wen (2017) carry out a mapping and a posterior relocalization task by means of feeding an LSTM network with holistic descriptors obtained from a CNN. The...
However, there is still a large gap between AI pattern recognition and human-level concept learning. Humans can learn amazingly well even under uncertainty from just a few examples and are capable of generalizing these concepts to solve new conceptual problems. The growing interest in explainable ...
Common and un-common sense in managerial decision making under task uncertainty Purpose – The purpose of this paper is to explore the concept of "common sense" and to distinguish it from uncommon sense as it applies to managerial deci... AR Dinur - 《Management Decision》 被引量: 44发表:...
AI-powered Digital Twin of the Ocean: Reliable Uncertainty Quantification for Real-time Wave Height Prediction with Deep Ensemble Environmental pollution and fossil fuel depletion have prompted the need for renewable energy-based power generation. However, its stability is often chall... Lee, Dongeon,...
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In Uncertainty management in simulation-optimization of complex systems, pages 101–122. Springer, 2015. 2, 5 [35] Alon Jacovi, Ana Marasovic´, Tim Miller, and Yoav Gold- berg. Formalizing trust in artificial intelligence: Prerequi- sites, causes and goals of human ...
uncertainty about which way the difference goes. This is due to a combination of uncertainty about the Impossible Burger’s actual chemical composition (some important details aren’t disclosed) and uncertainty about how healthy beef is (the quality of research in this area is quite poor). ...
These models help simulate and control the related physical system but the variety of individual situations and behaviors is captured only as statistical uncertainty. The emergence of data-driven methods adds statistical or AI models learned from real-time production data to Digital Twins, and ideally...
Recognizing punctuation as a phenomenon not so much of text production but rather of book production and the reception of texts, however, leaves us with some uncertainty as to whose approach to and use of the text the punctuation in a given manuscript reflects. While two of the three areas ...