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» A new evolutionary method for time series forecasting
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CAINE
2010
13 years 3 months ago
A New Approach for Time Series Forecasting based on Genetic Algorithm
Mahesh Khadka, Benjamin Popp, Kayikkalthop M. Geor...
GECCO
2008
Springer
196views Optimization» more  GECCO 2008»
13 years 6 months ago
ADANN: automatic design of artificial neural networks
In this work an improvement of an initial approach to design Artificial Neural Networks to forecast Time Series is tackled, and the automatic process to design Artificial Neural N...
Juan Peralta, Germán Gutiérrez, Arac...
INFORMATICALT
1998
91views more  INFORMATICALT 1998»
13 years 5 months ago
Forecasting Automation: an Emerging Branch of Forecasting Engineering
Principles of the framework called time series forecasting automation are presented. It is required in processing massive temporal data sets and creating completely user-oriented f...
Andrey Kharchenko
IDA
2009
Springer
14 years 10 days ago
Improving Time Series Forecasting by Discovering Frequent Episodes in Sequences
Abstract. This work aims to improve an existing time series forecasting algorithm –LBF– by the application of frequent episodes techniques as a complementary step to the model....
Francisco Martínez-Álvarez, Alicia T...