A comparative study of Neural Network Forecasting models on the M4 competition data

A comparative study of Neural Network Forecasting models on the M4 competition data

The development of machine learning research has provided statistical innovations and further developments within the field of time series analysis. This study seeks to investigate two different approaches on artificial neural network models based on different learning techniques, and answering how...

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Bibliographic Details
Main Authors: Ridhagen, Markus, Lind, Petter
Format: Others
Language:English
Published: Uppsala universitet, Statistiska institutionen 2021
Subjects:
Time series analysis
M4
neural network
NN
artificial neural network
ANN
feedforward neural network
FNN
multilayer perceptron
MLP
recurrent neural network
RNN
long short-term memory
LSTM
Probability Theory and Statistics
Sannolikhetsteori och statistik
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-445568

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-445568

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