A novel, simple and effective algorithm for the estimation of the probability density function and cumulative density function is presented. The algorithm is based on an information maximisation approach. The nonlinear function involved in the algorithm is adaptively modi?ed during learning and is implemented by using a spline function.
Flexible estimation of probability and cumulative density functions / Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio. - In: ELECTRONICS LETTERS. - ISSN 0013-5194. - 45:(2009), pp. 1095-1096. [10.1049/el.2009.1274]
Flexible estimation of probability and cumulative density functions
SCARPINITI, MICHELE;PARISI, Raffaele;UNCINI, Aurelio
2009
Abstract
A novel, simple and effective algorithm for the estimation of the probability density function and cumulative density function is presented. The algorithm is based on an information maximisation approach. The nonlinear function involved in the algorithm is adaptively modi?ed during learning and is implemented by using a spline function.File allegati a questo prodotto
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