Results 31 to 40 of about 66,452 (290)
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
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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
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Computer Methods and Programs in Biomedicine UpdateBackground:: In 2017, Lundberg and Lee introduced SHAP, a breakthrough in Explainable AI, creatively applying the Shapley value to estimate the importance of input features in machine learning outputs.
Giang Pham, Paolo Milazzo
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Shapley-Based Estimation of Company Value—Concept, Algorithms and Parameters
Entropy, 2021 The aim of the article is to propose a new method of valuation of a company, considering its ownership relations with other companies. For this purpose, the concept of the Shapley value from cooperative game theory is used as the basis for assessing such
Jacek Mercik +3 more
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Two extensions of the Shapley value for cooperative games [PDF]
, 1999 Two extensions of the Shapley value are given. First we consider a probabilistic framework in which certain consistent allocation rules such as the Shapley value are characterized.
Driessen, T.S.H., Paulusma, D.
core +2 more sources
, 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
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Advanced Functional Materials, EarlyView.In this study, the preparation techniques for silver‐based gas diffusion electrodes used for the electrochemical reduction of carbon dioxide (eCO2R) are systematically reviewed and compared with respect to their scalability. In addition, physics‐based and data‐driven modeling approaches are discussed, and a perspective is given on how modeling can aid ...
Simon Emken +6 more
wiley +1 more source
Two Approaches to Estimate the Shapley Value for Convex Partially Defined Games
Mathematics, 2023 In the classical approach of von Neumann and Morgenstern to cooperative games, it was assumed that the worth of all coalitions must be given. However, in real-world problems, the worth of some coalitions may be unknown.
Satoshi Masuya
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The Shapley value for airport and irrigation games [PDF]
, 2011 In this paper cost sharing problems are considered. We focus on problems given by rooted trees, we call these problems cost-tree problems, and on the induced transferable utility cooperative games, called irrigation games.
Márkus, Judit +2 more
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Advanced Healthcare Materials, EarlyView.We developed a micro‐sized, biocompatible implant for postoperative sustained delivery of anti‐fibrotic antibodies in glaucoma surgery. Machine learning‐guided optimization of polymer composition, implant geometry, and porosity enabled precise control of drug release.
Mengqi Qin +5 more
wiley +1 more source