6 search results - page 1 / 2 » Partitioning-Clustering Techniques Applied to the Electricit... |
IDEAL
2007
Springer
13 years 11 months ago
2007
Springer
Clustering is used to generate groupings of data from a large dataset, with the intention of representing the behavior of a system as accurately as possible. In this sense, cluster...
MICAI
2004
Springer
13 years 10 months ago
2004
Springer
In this paper we present a technique for prediction of electrical demand based on multiple models. The multiple models are composed by several local models, each one describing a r...
CAEPIA
2003
Springer
13 years 10 months ago
2003
Springer
This paper describes a time-series prediction method based on the kNN technique. The proposed methodology is applied to the 24hour load forecasting problem. Also, based on recorded...
AUSDM
2007
Springer
13 years 11 months ago
2007
Springer
Time series data poses a significant variation to the traditional segmentation techniques of data mining because the observation is derived from multiple instances of the same und...
FUZZY
1997
Springer
13 years 9 months ago
1997
Springer
Abstract. In this paper, neural networks trained with the back-propagation algorithm are applied to predict the future values of time series that consist of the weekly demand on it...