114 search results - page 5 / 23 » Input Selection for Long-Term Prediction of Time Series |
INFORMATICALT
2008
14 years 9 months ago
2008
In this paper we propose and analyze a multilayer perceptron-like model with matrix inputs. We applied the proposed model to the financial time series prediction problem, compared ...
TKDE
2008
14 years 9 months ago
2008
Abstract--This paper presents an investigation into the use of the delay coordinate embedding technique in the multi-inputmultioutput-adaptive-network-based fuzzy inference system ...
ICCS
2001
Springer
15 years 1 months ago
2001
Springer
Abstract. Rainfall in Kerala State, the southern part of Indian Peninsula in particular is caused by the two monsoons and the two cyclones every year. In general, climate and rainf...
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IJCNN
2008
IEEE
15 years 3 months ago
2008
IEEE
Abstract— This paper presents a novel support vector regression (SVR) network for financial time series prediction. The SVR network consists of two layers of SVR: transformation...
111
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IJCNN
2008
IEEE
15 years 3 months ago
2008
IEEE
Abstract— This paper proposes a combination of methodologies based on a recent development –called Extreme Learning Machine (ELM)– decreasing drastically the training time of...