A possibilistic regression based on gradual interval B-splines: Application for hyperspectral imaging lake sediments
Abstract
According to an epistemic view of intervals, this paper proposes a possibilistic regression based on gradual interval B-splines to represent the input-output data mapping. In this context, an improvement of the parametric fuzzy regression through the notion of gradual interval B-splines is proposed. The proposed gradual regression based on B-splines can be regarded as an extension of the nonparametric interval-based regression where an uncertain...
Paper Details
Title
A possibilistic regression based on gradual interval B-splines: Application for hyperspectral imaging lake sediments
Published Date
Feb 1, 2020
Journal
Volume
510
Pages
183 - 204
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