39 search results - page 1 / 8 » Modular learning models in forecasting natural phenomena |
NN
2006
Springer
13 years 4 months ago
2006
Springer
Modular model is a particular type of committee machine and is comprised of a set of specialized (local) models each of which is responsible for a particular region of the input s...
ENVSOFT
2007
13 years 4 months ago
2007
Abstract: This paper introduces a novel data-driven methodology named Evolutionary Polynomial Regression (EPR), which permits the multi-purpose modelling of physical phenomena, thr...
IWANN
2001
Springer
13 years 9 months ago
2001
Springer
: Long-term rainfall prediction is a challenging task especially in the modern world where we are facing the major environmental problem of global warming. In general, climate and ...
NEUROSCIENCE
2001
Springer
13 years 9 months ago
2001
Springer
This volume is intended to help advance the field of artificial neural networks along the lines of complexity present in animal brains. In particular, we are interested in examin...
KES
2006
Springer
13 years 4 months ago
2006
Springer
Abstract. The aim of this work is to forecast future events in financial data sets, in particular, we focus our attention on situations where positive instances are rare, which fal...