111 search results - page 5 / 23 » Dynamical Modeling with Kernels for Nonlinear Time Series Pr... |
CVPR
2007
IEEE
14 years 9 months ago
2007
IEEE
We propose a cord distance in the space of dynamical models that takes into account their dynamics, including transients, output maps and input distributions. In data analysis app...
APIN
2008
13 years 7 months ago
2008
Abstract Traditional financial analysis systems utilize lowlevel price data as their analytical basis. For example, a decision-making system for stock predictions regards raw price...
ICML
2010
IEEE
13 years 8 months ago
2010
IEEE
Predicting the "Value at Risk" of a portfolio of stocks is of great significance in quantitative finance. We introduce a new class models, "dynamical products of ex...
CAEPIA
2003
Springer
14 years 26 days 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...
ICONIP
2008
13 years 9 months ago
2008
This paper's intention is to adapt prediction algorithms well known in the field of time series analysis to problems being faced in the field of mobile robotics and Human-Robo...