Time Series Analysis, Modeling and Applications

Time Series Analysis, Modeling and Applications
Author :
Publisher : Springer Science & Business Media
Total Pages : 398
Release :
ISBN-10 : 9783642334399
ISBN-13 : 3642334393
Rating : 4/5 (393 Downloads)

Book Synopsis Time Series Analysis, Modeling and Applications by : Witold Pedrycz

Download or read book Time Series Analysis, Modeling and Applications written by Witold Pedrycz and published by Springer Science & Business Media. This book was released on 2012-11-29 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Temporal and spatiotemporal data form an inherent fabric of the society as we are faced with streams of data coming from numerous sensors, data feeds, recordings associated with numerous areas of application embracing physical and human-generated phenomena (environmental data, financial markets, Internet activities, etc.). A quest for a thorough analysis, interpretation, modeling and prediction of time series comes with an ongoing challenge for developing models that are both accurate and user-friendly (interpretable). The volume is aimed to exploit the conceptual and algorithmic framework of Computational Intelligence (CI) to form a cohesive and comprehensive environment for building models of time series. The contributions covered in the volume are fully reflective of the wealth of the CI technologies by bringing together ideas, algorithms, and numeric studies, which convincingly demonstrate their relevance, maturity and visible usefulness. It reflects upon the truly remarkable diversity of methodological and algorithmic approaches and case studies. This volume is aimed at a broad audience of researchers and practitioners engaged in various branches of operations research, management, social sciences, engineering, and economics. Owing to the nature of the material being covered and a way it has been arranged, it establishes a comprehensive and timely picture of the ongoing pursuits in the area and fosters further developments.


Time Series Analysis, Modeling and Applications Related Books

Time Series Analysis, Modeling and Applications
Language: en
Pages: 398
Authors: Witold Pedrycz
Categories: Technology & Engineering
Type: BOOK - Published: 2012-11-29 - Publisher: Springer Science & Business Media

GET EBOOK

Temporal and spatiotemporal data form an inherent fabric of the society as we are faced with streams of data coming from numerous sensors, data feeds, recording
Time Series Analysis and Its Applications
Language: en
Pages: 568
Authors: Robert H. Shumway
Categories:
Type: BOOK - Published: 2014-01-15 - Publisher:

GET EBOOK

Applied Time Series Analysis
Language: en
Pages: 354
Authors: Terence C. Mills
Categories: Business & Economics
Type: BOOK - Published: 2019-02-08 - Publisher: Academic Press

GET EBOOK

Written for those who need an introduction, Applied Time Series Analysis reviews applications of the popular econometric analysis technique across disciplines.
Time Series Analysis Univariate and Multivariate Methods
Language: en
Pages: 648
Authors: William W. S. Wei
Categories: Time-series analysis
Type: BOOK - Published: 2018-03-14 - Publisher: Pearson

GET EBOOK

With its broad coverage of methodology, this comprehensive book is a useful learning and reference tool for those in applied sciences where analysis and researc
Multivariate Time Series Analysis and Applications
Language: en
Pages: 536
Authors: William W. S. Wei
Categories: Mathematics
Type: BOOK - Published: 2019-03-18 - Publisher: John Wiley & Sons

GET EBOOK

An essential guide on high dimensional multivariate time series including all the latest topics from one of the leading experts in the field Following the highl