Keywords:
time series analysis
;
TSA
;
data science
;
forecasting
Description / Table of Contents:
Chapter 1: Introductory Chapter: Time Series Analysis (TSA) for Anomaly Detection in IoT by Nawaz Mohamudally ---
Chapter 2: Anxiety, Worry and Fear: Quantifying the Mind Using EKG Time Series Analysis by Toru Yazawa ---
Chapter 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 ---
Chapter 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 ---
Chapter 5: Generation of Earth’s Surface Three-Dimensional (3-D) Displacement Time-Series by Multiple-Platform SAR Data by Antonio Pepe ---
Chapter 6: Time Series and Renewable Energy Forecasting by Mahmoud Ghofrani and Musaad Alolayan ---
Chapter 7: Modeling Nonlinear Vector Time Series Data by Jiancheng Jiang and Sha Yu ---
Chapter 8: Symbolic Time Series Analysis and Its Application in Social Sciences by Wiston Adrián Risso ---
Chapter 9: State-Space Models for Binomial Time Series with Excess Zeros by Fan Tang and Joseph E. Cavanaugh ---
Chapter 10: Ensemble Prediction of Stream Flows Enhanced by Harmony Search Optimization by Milan Cisty and Veronika Soldanova
Pages:
Online-Ressource (178 Seiten)
ISBN:
9789535137436
URL:
https://www.intechopen.com/books/time-series-analysis-and-applications
Language:
English
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