Results 241 to 250 of about 21,396 (309)

Nested TMAPs to Visualize Billions of Molecules. [PDF]

open access: yesJ Chem Inf Model
Flores Sepúlveda A, Reymond JL.
europepmc   +1 more source

Divergence-Based Vector Quantization

open access: yesNeural Computation, 2011
Supervised and unsupervised vector quantization methods for classification and clustering traditionally use dissimilarities, frequently taken as Euclidean distances. In this article, we investigate the applicability of divergences instead, focusing on online learning.
Thomas Villmann, Sven Haase
openaire   +4 more sources

Vector quantization with complexity costs

open access: yesIEEE Transactions on Information Theory, 1993
Summary: Vector quantization is a data compression method where a set of data points is encoded by a reduced set of reference vectors, the codebook. A vector quantization strategy is discussed that jointly optimizes distortion errors and the codebook complexity, thereby determining the size of the codebook.
Joachim M. Buhmann, Hans Kühnel
openaire   +2 more sources

Home - About - Disclaimer - Privacy