Collective preference learning in the best-of-n problem
Sign Up to like & getrecommendations! Published in 2021 at "Swarm Intelligence"
DOI: 10.1007/s11721-021-00191-9
Abstract: Decentralised autonomous systems rely on distributed learning to make decisions and to collaborate in pursuit of a shared objective. For example, in swarm robotics the best-of- n problem is a well-known collective decision-making problem in… read more here.
Keywords: best problem; collective preference; preference learning; model ... See more keywords
Aligning Innovation and Ethics: an Approach to Responsible Innovation Based on Preference Learning
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DOI: 10.1007/s40926-019-00120-1
Abstract: New technologies not only contribute greatly to society and the economy; they also involve fundamental societal shifts, challenging our values and ideas about ourselves and the world. With a view to aligning technological change and… read more here.
Keywords: responsible innovation; innovation; preference learning; based preference ... See more keywords
A Data-Driven Air Traffic Sequencing Model Based on Pairwise Preference Learning
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2018.2829863
Abstract: The effective sequencing of arriving flights is the primary goal of air traffic management. Although various automated tools have been developed to support air traffic controllers, these tools do not accommodate the cognitive processes of… read more here.
Keywords: pairwise preference; air traffic; preference learning; preference ... See more keywords
A Personalized Preference Learning Framework for Caching in Mobile Networks
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DOI: 10.1109/tmc.2020.2975786
Abstract: This paper comprehensively studies a content-centric mobile network based on a preference learning framework, where each mobile user is equipped with a finite-size cache. We consider a practical scenario where each user requests a content… read more here.
Keywords: preference learning; preference; learning framework; file preferences ... See more keywords
Preference for and learning of amino acids in larval Drosophila
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DOI: 10.1242/bio.020412
Abstract: ABSTRACT Relative to other nutrients, less is known about how animals sense amino acids and how behaviour is organized accordingly. This is a significant gap in our knowledge because amino acids are required for protein… read more here.
Keywords: preference; amino acids; acids larval; preference learning ... See more keywords
Modeling Contingent Decision Behavior: A Bayesian Nonparametric Preference-Learning Approach
Sign Up to like & getrecommendations! Published in 2023 at "INFORMS Journal on Computing"
DOI: 10.1287/ijoc.2023.1292
Abstract: We propose a preference-learning algorithm for uncovering Decision Makers’ (DMs’) contingent evaluation strategies in the context of multiple criteria sorting. We assume the preference information in the form of holistic assignment examples derived from the… read more here.
Keywords: preference; decision behavior; decision; preference learning ... See more keywords
Identifying Experts Reasoning in Antibiotic Treatment with Preference Learning
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DOI: 10.3233/shti200418
Abstract: The aim of this paper is to propose an approach based on preference learning for building a model that represents the closest possible experts reasoning to provide recommendations. We apply this method to antibiotherapy in… read more here.
Keywords: antibiotic treatment; reasoning antibiotic; preference learning; experts reasoning ... See more keywords
An Approach Based on Preference Learning for Identifying Experts Reasoning in Antibiotic Treatment.
Sign Up to like & getrecommendations! Published in 2020 at "Studies in health technology and informatics"
DOI: 10.3233/shti200507
Abstract: Clinical Practice Guidelines (CPGs) aim at improving the quality of health care by providing standardized best practices for diagnosis and treatment. However, physicians have difficulties to understand the (often implicit) rationale underlying expert recommendations. The… read more here.
Keywords: approach based; learning identifying; treatment; based preference ... See more keywords