Results 51 to 60 of about 11,307,335 (373)
A Game Theoretic Approach for Energy Sharing in the Italian Renewable Energy Communities
Applied Sciences, 2020 With the Clean Energy Package, the European Union introduced the concept of Renewable Energy Communities: groups of citizens, small and medium enterprises and local authorities that decide to join forces to equip themselves with systems to produce and ...
Matteo Moncecchi +2 more
doaj +1 more source
Predicting generalized anxiety disorder among women using Shapley value
Journal of Infection and Public Health, 2021 Mental illness is a set of health problems that affect the way individuals perceive themselves, relate to others, and interact with the world around them.
Neesha Jothi +2 more
doaj +1 more source
, 2011 The solution of a TU cooperative game can be a distribution of the value of the grand coalition, i.e. it can be a distribution of the payo (utility) all the players together achieve.
A. Chevan +17 more
core +1 more source
UNCERTAINTY OF THE SHAPLEY VALUE [PDF]
International Game Theory Review, 2003 This paper defines a measure of bargaining uncertainty that quantifies Roth's concept of strategic risk. It shows how this measure can be used for checking reliability of the Shapley value in cost allocation problems and in the theory of competitive equilibrium.
openaire +4 more sources
Explaining multivariate molecular diagnostic tests via Shapley values
BMC Medical Informatics and Decision Making, 2021 Background Machine learning (ML) can be an effective tool to extract information from attribute-rich molecular datasets for the generation of molecular diagnostic tests.
Joanna Roder +3 more
doaj +1 more source
Data Boundary and Data Pricing Based on the Shapley Value
IEEE Access, 2022 Data pricing is to price data as asset to promote the healthy development of data share, exchange, and reuse. However, the uncertain value index and neglection of interactivity lead to information asymmetry in the transaction process.
Yingjie Tian +3 more
semanticscholar +1 more source
Federated Learning Incentive Mechanism Design via Enhanced Shapley Value Method
Wireless Communications and Mobile Computing, 2022 Federated learning (FL) is an emerging collaborative machine learning method. In FL processing, the data quality shared by users directly affects the accuracy of the federated learning model, and how to encourage more data owners to share data is crucial.
Xun Yang +4 more
semanticscholar +1 more source
Measuring players’ importance in basketball using the generalized Shapley value
Annals of Operations Research, 2022 Measuring players’ importance in team sports to help coaches and staff with the aim of winning the game is gaining relevance, mainly because of the advent of new data and advanced technologies. In this paper we evaluate each player’s importance - for the
Rodolfo Metulini, G. Gnecco
semanticscholar +1 more source
An Alternative Approach to the Axiomatic Characterization of the Interval Shapley Value
Journal of New TheoryThis study presents a new approach to the axiomatic characterization of the interval Shapley value. This approach aims to improve our comprehension of the particular characteristics of the interval Shapley value in a provided context.
Mustafa Ekici
doaj +1 more source
Shapley Value as an Aid to Biomedical Machine Learning: a Heart Disease Dataset Analysis
IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, 2022 This paper investigates the decision making process aided by machine learning for biomedical problems and how to improve it through meta assessments of the most relevant features.
Daniele Scapin +3 more
semanticscholar +1 more source