Time Series Analysis, Modeling and Applications

A Computational Intelligence Perspective

Editors:

ISBN: 978-3-642-33438-2 (Print) 978-3-642-33439-9 (Online)

Table of contents (18 chapters)

  1. Front Matter

    Pages 1-7

  2. No Access

    Book Chapter

    Pages 1-30

    The Links between Statistical and Fuzzy Models for Time Series Analysis and Forecasting

  3. No Access

    Book Chapter

    Pages 31-52

    Incomplete Time Series: Imputation through Genetic Algorithms

  4. No Access

    Book Chapter

    Pages 53-75

    Intelligent Aggregation and Time Series Smoothing

  5. No Access

    Book Chapter

    Pages 77-95

    Financial Fuzzy Time Series Models Based on Ordered Fuzzy Numbers

  6. No Access

    Book Chapter

    Pages 97-118

    Stochastic-Fuzzy Knowledge-Based Approach to Temporal Data Modeling

  7. No Access

    Book Chapter

    Pages 119-137

    A Novel Choquet Integral Composition Forecasting Model for Time Series Data Based on Completed Extensional L-Measure

  8. No Access

    Book Chapter

    Pages 139-175

    An Application of Enhanced Knowledge Models to Fuzzy Time Series

  9. No Access

    Book Chapter

    Pages 177-197

    A Wavelet Transform Approach to Chaotic Short-Term Forecasting

  10. No Access

    Book Chapter

    Pages 199-213

    Fuzzy Forecasting with Fractal Analysis for the Time Series of Environmental Pollution

  11. No Access

    Book Chapter

    Pages 215-227

    Support Vector Regression with Kernel Mahalanobis Measure for Financial Forecast

  12. No Access

    Book Chapter

    Pages 229-247

    Neural Networks and Wavelet De-Noising for Stock Trading and Prediction

  13. No Access

    Book Chapter

    Pages 249-278

    Channel and Class Dependent Time-Series Embedding Using Partial Mutual Information Improves Sensorimotor Rhythm Based Brain-Computer Interfaces

  14. No Access

    Book Chapter

    Pages 279-299

    How to Describe and Propagate Uncertainty When Processing Time Series: Metrological and Computational Challenges, with Potential Applications to Environmental Studies

  15. No Access

    Book Chapter

    Pages 301-329

    Building a Rough Sets-Based Prediction Model of Tick-Wise Stock Price Fluctuations

  16. No Access

    Book Chapter

    Pages 331-345

    A Best-Match Forecasting Model for High-Order Fuzzy Time Series

  17. No Access

    Book Chapter

    Pages 347-367

    Building Fuzzy Autocorrelation Model and Its Application to the Analysis of Stock Price Time-Series Data

  18. No Access

    Book Chapter

    Pages 369-383

    Predicting Hourly Ozone Concentration Time Series in Dali Area of Taichung City Based on Seven Types of GM (1, 1) Model

  19. No Access

    Book Chapter

    Pages 385-399

    Nonlinear Time Series Prediction of Atmospheric Visibility in Shanghai

  20. Back Matter

    Pages 0--1