Theory and Applications of Time Series Analysis

Chapter 1 Identification of Nonstationary Processes Using Noncausal Bidirectional Lattice Filtering

Chapter 2 Normalized Entropy Aggregation for Inhomogeneous Large-Scale Data

Chapter 3 Modified Granger Causality in Selected Neighborhoods

Chapter 4 Computing Environment for Forecasting Based on System Dynamics Models

Chapter 5 Novel Order Patterns Recurrence Plot-Based Quantification Measures to Unveil Deterministic Dynamics from Stochastic Processes

Chapter 6 Time Series Modeling with MATLAB: The SSpace Toolbox

Chapter 7 Stacked LSTM Snapshot Ensembles for Time Series Forecasting

Chapter 8 Change Detection for Streaming Data Using Wavelet-Based Least Squares Density–Difference

Chapter 9 Selection of Neural Network for Crime Time Series Prediction by Virtual Leave-One-Out Tests

Chapter 10 FPGA-Based Echo-State Networks

Chapter 11 Conditional Heteroskedasticity in Long-Memory Model “FIMACH” for Return Volatilities in Equity Markets

Chapter 12 Using Subspace Methods to Model Long-Memory Processes

Chapter 13 Robust Forecasting of Multiple Yield Curves

Chapter 14 The Changing Shape of Sovereign Default Intensities

Chapter 15 Permutation Entropy as the Measure of Globalization Process

Chapter 16 Forecasting Subtidal Water Levels and Currents in Estuaries: Assessment of Management Scenarios

Chapter 17 Spatial Distribution of Climatic Cycles in Andalusia (Southern Spain)

Chapter 18 Localized Online Weather Predictions with Overnight Adaption

Chapter 19 Storm Characterization Using a BME Approach

Chapter 20 Adaptive Methods for Energy Forecasting of Production and Demand of Solar-Assisted Heating Systems

Chapter 21 Short-Term Forecast of Wind Turbine Production with Machine Learning Methods: Direct and Indirect Approach

Chapter 22 A Simulation of a Custom Inspection in the Airport

Chapter 23 Comparing Time Series Prediction Approaches for Telecom Analysis

Chapter 24 Application of Load Forecasting i  Thermal Unit Commitment Problems: A Pattern Similarity Approach

Chapter 25 ICA-Derived Respiration Using an Adaptive R-Peak Detector