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ICANN
2010
Springer
15 years 3 months ago
Time Series Forecasting by Evolving Artificial Neural Networks Using "Shuffle", Cross-Validation and Ensembles
Accurate time series forecasting are important for several business, research, and application of engineering systems. Evolutionary Neural Networks are particularly appealing becau...
Juan Peralta, Germán Gutiérrez, Arac...
SKG
2006
IEEE
15 years 11 months ago
Knowledge Discovery and Integration Based on A Novel Neural Network Ensemble Model
This article explores the utility of neural network ensembles in knowledge discovery and integration. A novel neural network ensemble model KBNNE (Knowledge-Based Neural Network E...
Yong Wang, Hong-Jie Xing
120
Voted
IJCNN
2007
IEEE
15 years 11 months ago
Agnostic Learning with Ensembles of Classifiers
Jörg D. Wichard
126
Voted
IJCNN
2006
IEEE
15 years 11 months ago
Single and Multi-Objective Genetic Algorithms for the Selection of Ensemble of Classifiers
Eulanda Miranda dos Santos, Robert Sabourin, Patri...
JACIII
2010
135views more  JACIII 2010»
15 years 3 months ago
Neural Network Ensemble-Based Solar Power Generation Short-Term Forecasting
—This paper presents the applicability of artificial neural networks for 24 hour ahead solar power generation forecasting of a 20 kW photovoltaic system, the developed forecastin...
Aymen Chaouachi, Rashad M. Kamel, Ken Nagasaka