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A neural network based linear ensemble framework for time series forecasting · Study

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ArticleA neural network based linear ensemble framework for time series forecasting

Ratnadip Adhikari2015

Article2015

A neural network based linear ensemble framework for time series forecasting

Ratnadip Adhikari

131 citations·0/0 files stored·Neurocomputing

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Forecasting Techniques and Applications Stock Market Forecasting Methods Time Series Analysis and Forecasting

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References

1979Distribution of the Estimators for Autoregressive Time Series with a Unit Root 1977Time Series Analysis: Forecasting and Control 1971Time Series Analysis Forecasting and Control.1978Time Series Analysis: Forecasting and Control.2003Time series forecasting using a hybrid ARIMA and neural network model 1998Forecasting with artificial neural networks:1969The Combination of Forecasts 1989Combining forecasts: A review and annotated bibliography

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2018Combining LSTM Network Ensemble via Adaptive Weighting for Improved Time Series Forecasting 2015A hybrid evolutionary decomposition system for time series forecasting 2020DERN: Deep Ensemble Learning Model for Short- and Long-Term Prediction of Baltic Dry Index 2022Optimal forecast combination based on PSO-CS approach for daily agricultural future prices forecasting 2019Financial and Non-Stationary Time Series Forecasting using LSTM Recurrent Neural Network for Short and Long Horizon

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2012Performance evaluation of weights selection schemes for linear combination of multiple forecastsarticle · 17 shared references 2019Hybrid structures in time series modeling and forecasting: A reviewarticle · 11 shared references 2018Optimal Forecast Combination Based on Neural Networks for Time Series Forecastingarticle · 11 shared references 2022Forecasting: theory and practicearticle · 10 shared references 2011Forecasting monthly and quarterly time series using STL decompositionarticle · 9 shared references 2014Improving forecasting by estimating time series structural components across multiple frequenciesarticle · 9 shared references

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Year2015

Typearticle

Published2015-01-21

VenueNeurocomputing

ISSN-L0925-2312

Languageen

Citations131

Files0 public / 0

ShelfForecasting Techniques and Applications

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doi10.1016/j.neucom.2015.01.012

openalex_workW2016166233

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