A k-additive Choquet integral-based approach to approximate the SHAP values for local interpretability in machine learning

, &
Artificial Intelligence 325 (C):104014 (2023)
  Copy   BIBTEX

Abstract

This article has no associated abstract. (fix it)

Categories

Keywords

Reprint years

DOI

10.1016/j.artint.2023.104014

Links

PhilArchive



    Upload a copy of this work     Papers currently archived: 91,610

External links

Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

My notes

Similar books and articles

A representation of preferences by the Choquet integral with respect to a 2-additive capacity.Brice Mayag, Michel Grabisch & Christophe Labreuche - 2011 - Theory and Decision 71 (3):297-324.
Eliciting beliefs.Robert Chambers & Tigran Melkonyan - 2008 - Theory and Decision 65 (4):271-284.
Re-examining the law of iterated expectations for Choquet decision makers.Alexander Zimper - 2011 - Theory and Decision 71 (4):669-677.
E-Capacities and the Ellsberg Paradox.Jürgen Eichberger & David Kelsey - 1999 - Theory and Decision 46 (2):107-138.
An Approach to Interval-Valued Hesitant Fuzzy Multiattribute Group Decision Making Based on the Generalized Shapley-Choquet Integral.Lifei Zhang & Fanyong Meng - 2018 - Complexity 2018:1-19.
Conditioning Capacities and Choquet Integrals: The Role of Comonotony.Alain Chateauneuf, Robert Kast & André Lapied - 2001 - Theory and Decision 51 (2/4):367-386.
A localic theory of lower and upper integrals.Steven Vickers - 2008 - Mathematical Logic Quarterly 54 (1):109-123.
Relation between prognostics predictor evaluation metrics and local interpretability SHAP values.Marcia L. Baptista, Kai Goebel & Elsa M. P. Henriques - 2022 - Artificial Intelligence 306:103667.
The bipolar Choquet integral representation.Salvatore Greco & Fabio Rindone - 2014 - Theory and Decision 77 (1):1-29.
Approximate radiative solutions of Einstein-Maxwell equations.Y. Choquet-Bruhat - 1971 - In Charles Goethe Kuper & Asher Peres (eds.), Relativity and Gravitation. New York: Gordon and Breach Science Publishers. pp. 1--81.
Products of non-additive measures: a Fubini-like theorem.Christian Bauer - 2012 - Theory and Decision 73 (4):621-647.
A note on “Re-examining the law of iterated expectations for Choquet decision makers”.André Lapied & Pascal Toquebeuf - 2013 - Theory and Decision 74 (3):439-445.
Approximate and Situated Causality in Deep Learning.Jordi Vallverdú - 2020 - Philosophies 5 (1):2.
Against Interpretability: a Critical Examination of the Interpretability Problem in Machine Learning.Maya Krishnan - 2020 - Philosophy and Technology 33 (3):487-502.
Argument based machine learning applied to law.Martin Možina, Jure Žabkar, Trevor Bench-Capon & Ivan Bratko - 2005 - Artificial Intelligence and Law 13 (1):53-73.

Analytics

Added to PP
2023-09-20

Downloads
9 (#1,246,467)

6 months
7 (#419,635)

Historical graph of downloads
How can I increase my downloads?

Citations of this work

No citations found.

Add more citations

References found in this work

Add more references