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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Bibliographic Details

Published in:	Machine learning. 60, 1-3 (2005).
Main Author:	Cortes, Corinna
Format:	Article
Language:	English
Subjects:	Statistical learning. Kernel methods. Rational kernels. String kernels. Weighted automata. Weighted finite-state transducers. Spoken dialog classification.