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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Xehetasun bibliografikoak
Argitaratua izan da:Machine learning. 60, 1-3 (2005).
Egile nagusia: Cortes, Corinna
Formatua: Artikulua
Hizkuntza:English
Gaiak:
Statistical learning.
Kernel methods.
Rational kernels.
String kernels.
Weighted automata.
Weighted finite-state transducers.
Spoken dialog classification.