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Average Competitive Learning Vector Quantization

Published in Communications in Statistics - Simulation and Computation • Jun 10, 2013
NobleIDNI1P44W20R87S94
Authors:
Luis A. Salomón
,
Jean‐Claude Fort
,
Li-Vang Lozada-Chang

Abstract

We propose a new algorithm for vector quantization:Average Competitive Learning Vector Quantization (ACLVQ). It is a rather simple modification of the classical Competitive Learning Vector Quantization (CLVQ). This new formulation give us similar results for the quantization error to those obtained ...

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