Moment Kernels for Regular Distributions.

Moment Kernels for Regular Distributions.

Many machine learning problems in natural language processing, transaction-log analysis, or computational biology, require the analysis of variable-length sequences, or, more generally, distributions of variable-length sequences. Kernel methods introduced for fixed-size vectors have proven very succ...

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Detalles Bibliográficos
Publicado en:Machine learning. 60, 1-3 (2005).
Autor Principal: Cortes, Corinna
Formato: Artigo
Idioma:English
Subjects:
Statistical learning.
Kernel methods.
Rational kernels.
String kernels.
Weighted automata.
Weighted finite-state transducers.
Spoken dialog classification.