Sequence Learning: Paradigms, Algorithms, and Applications. Lecture Notes in Computer Science, Band 1828

Sun, Ron:

ISBN 10: 3540415971 / ISBN 13: 9783540415978

Published by Springer Verlag;, 2001

About this Item

387 Seiten Das hier angebotene Buch stammt aus einer teilaufgelösten Bibliothek und kann die entsprechenden Kennzeichnungen aufweisen (Rückenschild, Instituts-Stempel.); der Buchzustand ist ansonsten ordentlich und dem Alter entsprechend gut. In ENGLISCHER Sprache. Sprache: Englisch Gewicht in Gramm: 615.

Seller Inventory # 2300164

Bibliographic Details

• Title: Sequence Learning: Paradigms, Algorithms, and Applications. Lecture Notes in Computer Science, Band 1828
• Publisher: Springer Verlag
• Publication Date: 2001
• Language: English
• ISBN 10: 3540415971
• ISBN 13: 9783540415978
• Binding: Broschiert
• Condition: Gut
• Weight: 615 grams
• Seller catalogs:
  • 202 Informatik & EDV

About this title

Synopsis

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.