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2016 | OriginalPaper | Chapter

Methodology for ADAS Validation: Potential Contribution of Other Scientific Fields Which Have Already Answered the Same Questions

Authors: G. Yahiaoui, P. Da Silva Dias

Published in: Energy Consumption and Autonomous Driving

Publisher: Springer International Publishing

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Abstract

Since the 80s, the building of learn and test data bases for learning-based systems (i.e. neural networks) had to cope with problems of picking representative examples and measuring the generalization/the score of the system. And of course, real open world applications cannot be fully tested. It seems that artificial vision-based ADAS now discover the same question, and then, may use the same solutions, involving the same methodology (A.G.E.N.D.A.), using design of experiments and data analysis tools.
Literature
1.
go back to reference Shannon CE, Weaver W (1949) The mathematical theory of communication. University of Illinois, Urbana III Shannon CE, Weaver W (1949) The mathematical theory of communication. University of Illinois, Urbana III
2.
go back to reference Peirce CS (1877–1878) Illustrations of the logic of science (series), popular science monthly, vols 12–13. Relevant individual papers: (1878 March), “the doctrine of chances”, popular science monthly, v. 12, March issue, pp 604–615. Internet Archive Eprint Peirce CS (1877–1878) Illustrations of the logic of science (series), popular science monthly, vols 12–13. Relevant individual papers: (1878 March), “the doctrine of chances”, popular science monthly, v. 12, March issue, pp 604–615. Internet Archive Eprint
3.
go back to reference “Un cadre méthodologique dédié à la conception de solutions neuronales : la méthode AGENDA”, G. Yahiaoui, Colloque les réseaux neuromimétiques et leurs applications, Neuronîmes92, Nîmes, 1992 “Un cadre méthodologique dédié à la conception de solutions neuronales : la méthode AGENDA”, G. Yahiaoui, Colloque les réseaux neuromimétiques et leurs applications, Neuronîmes92, Nîmes, 1992
4.
go back to reference Box GE, Hunter JS, Hunter WG (2005) Statistics for experimenters: design, innovation, and discovery, 2nd edn. Wiley. ISBN 0-471-71813-0 Box GE, Hunter JS, Hunter WG (2005) Statistics for experimenters: design, innovation, and discovery, 2nd edn. Wiley. ISBN 0-471-71813-0
5.
go back to reference Yates F (1934) Contingency table involving small numbers and the χ2 test. Suppl J Roy Stat Soc 1(2):217–235. JSTOR 2983604 Yates F (1934) Contingency table involving small numbers and the χ2 test. Suppl J Roy Stat Soc 1(2):217–235. JSTOR 2983604
6.
go back to reference Bowley AL (1901) Elements of statistics, londres, king and son, 2e éd. 1902, p 335; 4e éd. 1920, p 454; trad. française sur la 5e éd. par L. Suret et G. Lutfalla, 1929 Bowley AL (1901) Elements of statistics, londres, king and son, 2e éd. 1902, p 335; 4e éd. 1920, p 454; trad. française sur la 5e éd. par L. Suret et G. Lutfalla, 1929
7.
go back to reference Aldrich J (2006) Eigenvalue, eigenfunction, eigenvector, and related terms. In: Jeff M (ed) Earliest known uses of some of the words of mathematics, retrieved 2006-08-22 Aldrich J (2006) Eigenvalue, eigenfunction, eigenvector, and related terms. In: Jeff M (ed) Earliest known uses of some of the words of mathematics, retrieved 2006-08-22
Metadata
Title
Methodology for ADAS Validation: Potential Contribution of Other Scientific Fields Which Have Already Answered the Same Questions
Authors
G. Yahiaoui
P. Da Silva Dias
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-19818-7_14

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