Computational Intelligence-Based Time Series Analysis

ISBN-13: 9788770224178 / Angielski / Twarda / 2022

Dinesh C. S. Bisht; Mangey Ram

Opis

The main objective of CI is to develop intelligent machines to provide solutions to real world problems, which are not modelled or too difficult to model mathematically. This book aims to cover the recent advances in time series and applications of CI for time series analysis.

Spis treści

• On Dimensionless Dissimilarity Measures for Time Series
• The Classification Analysis of Variability of Time Series of Different Origin
• A Comparative Study of CNN Architectures for Remaining Useful Life Estimation
• The Analyses of Dynamical Changes and Local Seismic Activity of Enguri Arch Dam
• Analysis and Prediction of Closing Price of Commodity Index Using the Auto Regressive Integrated Moving Averages (ARIMA) Model
• Neural Networks Analysis of Suspended Sediment Transport Time Series Modeling in a River System
• Ranking Forecasting Algorithms Using MCDM Methods: A Python Based Application
• Rainfall Prediction Using Artificial Neural Networks
• Statistical Downscaling and Time Series Analysis for Future Scenarios of Temperature in Haridwar District, Uttarakhand