Time-Series Prediction and Applications

Language: English

Published by Springer International Publishing Apr 2017, 2017

3319545965 / 9783319545967

Series: Book 96 of 188 - Intelligent Systems Reference Library

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book presents machine learning and type-2 fuzzy sets for the prediction of time-series with a particular focus on business forecasting applications. It also proposes new uncertainty management techniques in an economic time-series using type-2 fuzzy sets for prediction of the time-series at a given time point from its preceding value in fluctuating business environments. It employs machine learning to determine repetitively occurring similar structural patterns in the time-series and uses stochastic automaton to predict the most probabilistic structure at a given partition of the time-series. Such predictions help in determining probabilistic moves in a stock index time-seriesPrimarily written for graduate students and researchers in computer science, the book is equally useful for researchers/professionals in business intelligence and stock index prediction. A background of undergraduate level mathematics is presumed, although not mandatory, for most of the sections. Exercises with tips are provided at the end of each chapter to the readers' ability and understanding of the topics covered. 260 pp. Englisch.

Seller Inventory # 9783319545967

Title
Time-Series Prediction and Applications
Author
Diptendu Bhattacharya
Publisher
Springer International Publishing Apr 2017
Publication year
2017
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319545965
ISBN 13
9783319545967
Item weight
559 grams
Dimensions
241x160x20 mm
Series
Book 96 of 188: Intelligent Systems Reference Library

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.65US$ 26.65
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BuchWeltWeit Ludwig Meier e.K.

Germany