Related Books

Neural Networks for Time Series Forecasting with R
Language: en
Pages: 238
Authors: N. Lewis
Categories:
Type: BOOK - Published: 2017-03-27 - Publisher:

DOWNLOAD EBOOK

Finally, A Blueprint for Neural Network Time Series Forecasting with R! Neural Networks for Time Series Forecasting with R offers a practical tutorial that uses
Forecasting: principles and practice
Language: en
Pages: 380
Authors: Rob J Hyndman
Categories: Business & Economics
Type: BOOK - Published: 2018-05-08 - Publisher: OTexts

DOWNLOAD EBOOK

Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic
Deep Learning for Time Series Forecasting
Language: en
Pages: 572
Authors: Jason Brownlee
Categories: Computers
Type: BOOK - Published: 2018-08-30 - Publisher: Machine Learning Mastery

DOWNLOAD EBOOK

Deep learning methods offer a lot of promise for time series forecasting, such as the automatic learning of temporal dependence and the automatic handling of te
Principles of Forecasting
Language: en
Pages: 880
Authors: J.S. Armstrong
Categories: Business & Economics
Type: BOOK - Published: 2001 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This handbook summarises knowledge from experts and empirical studies. It provides guidelines that can be applied in fields such as economics, sociology, and ps
Recurrent Neural Networks for Short-Term Load Forecasting
Language: en
Pages: 74
Authors: Filippo Maria Bianchi
Categories: Computers
Type: BOOK - Published: 2017-11-09 - Publisher: Springer

DOWNLOAD EBOOK

The key component in forecasting demand and consumption of resources in a supply network is an accurate prediction of real-valued time series. Indeed, both serv