Time Series Analysis and Forecasting Selected Contributions from ITISE 2017 /
This book presents selected peer-reviewed contributions from the International Work-Conference on Time Series, ITISE 2017, held in Granada, Spain, September 18-20, 2017. It discusses topics in time series analysis and forecasting, including advanced mathematical methodology, computational intelligen...
| Συγγραφή απο Οργανισμό/Αρχή: | |
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| Άλλοι συγγραφείς: | , , |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
Cham :
Springer International Publishing : Imprint: Springer,
2018.
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| Έκδοση: | 1st ed. 2018. |
| Σειρά: | Contributions to Statistics,
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| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Preface
- Advanced Mathematical Methodologies in Time Series
- Forecasting via Fokker-Planck using conditional probabilities
- Cryptanalysis of a Random Number Generator Based on a Chaotic Ring Oscillator
- Further Results on Robust Multivariate Time Series Analysis in Nonlinear Models with Autoregressive and t-Distributed Errors
- A New Estimation Technique for AR(1) Model with Long-tailed Symmetric Innovations
- Prediction of High-Dimensional Time Series with Exogenous Variables Using Generalized Koopman Operator Framework in Reproducing Kernel Hilbert Space
- Eigenvalues distribution limit of covariance matrices with AR processes entries
- Computational Intelligence Methods for Time Series
- Deep Learning for Detection of BGP Anomalies
- Using Scaling Methods to Improve Support Vector Regression's Performance for Travel Time and Traffic Volume Predictions
- Dimensionality Reduction and Similarity Measures in Time Series
- Linear Trend Filtering via Adaptive Lasso
- Detecting Discords in Quasi Periodic Time-series Data - A Case Study with Electrocardiogram Data
- Similarity Analysis of Time Interval Data Sets - A Graph Theory Approach
- Logical Comparison Measures in Classification of Data
- Econometric Models
- Asymptotic and Bootstrap Tests For a Change in Autoregression Omitting Variability Estimation
- Distance Between VARMA Models and its Application to Spatial Differences Analysis in the Relationship GDP - Unemployment Growth Rate in Europe
- Copulas for Modeling the Relationship between the Inflation and the Exchange Rates
- Energy Time Series Forecasting
- Fuel Consumption Estimation for Climbing Phase
- Time Series Optimization for Energy Prediction in Wi-Fi Infrastructures
- An econometric analysis of the merit order effect in electricity spot price: the Germany case
- Forecasting in Real Problems
- The analysis of variability of short data sets based on Mahalanobis distance calculation and surrogate time series testing
- On generalized additive models with dependent time series covariates
- A Bayesian Approach to Astronomical Time Delay Estimations
- Further Results on a Modified EM Algorithm for Parameter Estimation in Linear Models with Time-Dependent Autoregressive and t-Distributed Errors. .
