Sequence Learning

Name: Sequence Learning
Brand: Springer, Berlin
SKU: 9783540415978
Price: 54.26 EUR
Availability: InStock

Paradigms, Algorithms, and Applications

Autor: Ron Sun, C.Lee Giles

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer, Berlin

Dostupnosť: Skladom u dodávateľa v malom množstve

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54.26 €

Sequential behavior is essential to intelligence in general and a fundamental part of human activiti...

Informácie o knihe

Autor

Ron Sun, C.Lee Giles

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2001

Stránok

396

EAN

9783540415978

ISBN

3540415971

Enbook ID

01563259

Vydavateľ

Springer, Berlin

Hmotnosť

576

Rozmery

155 x 235 x 21

Kompletný popis

Sequential behavior is essential to intelligence in general and a fundamental part of human activities, ranging from reasoning to language, and from everyday skills to complex problem solving. Sequence learning is an important component of learning in many tasks and application fields: planning, reasoning, robotics natural language processing, speech recognition, adaptive control, time series prediction, financial engineering, DNA sequencing, and so on. This book presents coherently integrated chapters by leading authorities and assesses the state of the art in sequence learning by introducing essential models and algorithms and by examining a variety of applications. The book offers topical sections on sequence clustering and learning with Markov models, sequence prediction and recognition with neural networks, sequence discovery with symbolic methods, sequential decision making, biologically inspired sequence learning models.

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Sequence Learning

Paradigms, Algorithms, and Applications

Informácie o knihe

Kompletný popis

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