Open access peer-reviewed Edited volume

Time Series Analysis and Applications

Time Series Analysis (TSA) and Applications offers a dense content of current research and development in the field of data science. The book presents time series from a multidisciplinary approach that covers a wide range of sectors ranging from biostatistics to renewable energy forecasting. Contrary to previous literatures on time, serious readers will discover the potential of TSA in areas other than finance or weather forecasting. The choice of the algorithmic transform for different scenarios, which is a key determinant in the application of TSA, can be understood through the diverse domain applications. Readers looking for deep understanding and practicability of TSA will be delighted. Early career researchers too will appreciate the technicalities and refined mathematical complexities surrounding TSA. Our wish is that this book adds to the body of TSA knowledge and opens up avenues for those who are looking forward to applying TSA in their own context.

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IntechOpen
Time Series Analysis and ApplicationsEdited by Nawaz Mohamudally

Published: January 24th 2018

DOI: 10.5772/intechopen.68262

ISBN: 978-953-51-3743-6

Print ISBN: 978-953-51-3742-9

Books open for chapter submissions

1582 Total Chapter Downloads

chaptersDownloads

Open access peer-reviewed

1. Introductory Chapter: Time Series Analysis (TSA) for Anomaly Detection in IoT

By Nawaz Mohamudally

199

Open access peer-reviewed

2. Anxiety, Worry and Fear: Quantifying the Mind Using EKG Time Series Analysis

By Toru Yazawa

167

Open access peer-reviewed

3. Agricultural Monitoring in Regional Scale Using Clustering on Satellite Image Time Series

By Renata Ribeiro do Valle Gonçalves, Jurandir Zullo Junior, Bruno Ferraz do Amaral, Elaine Parros Machado Sousa and Luciana Alvim Santos Romani

139

Open access peer-reviewed

4. Volatility Parameters Estimation and Forecasting of GARCH(1,1) Models with Johnson’s SU Distributed Errors

By Mohammed Elamin Hassan, Henry Mwambi and Ali Babikir

135

Open access peer-reviewed

5. Generation of Earth’s Surface Three-Dimensional (3-D) Displacement Time-Series by Multiple-Platform SAR Data

By Antonio Pepe

167

Open access peer-reviewed

6. Time Series and Renewable Energy Forecasting

By Mahmoud Ghofrani and Musaad Alolayan

216

Open access peer-reviewed

7. Modeling Nonlinear Vector Time Series Data

By Jiancheng Jiang and Sha Yu

165

Open access peer-reviewed

8. Symbolic Time Series Analysis and Its Application in Social Sciences

By Wiston Adrián Risso

144

Open access peer-reviewed

9. State-Space Models for Binomial Time Series with Excess Zeros

By Fan Tang and Joseph E. Cavanaugh

128

Open access peer-reviewed

10. Ensemble Prediction of Stream Flows Enhanced by Harmony Search Optimization

By Milan Cisty and Veronika Soldanova

122

Edited volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI
  • IET Inspec

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