879 search results - page 52 / 176 » Forecasting high-dimensional data |
SECON
2010
IEEE
14 years 7 months ago
2010
IEEE
To sustain perpetual operation, systems that harvest environmental energy must carefully regulate their usage to satisfy their demand. Regulating energy usage is challenging if a s...
DATESO
2008
14 years 11 months ago
2008
Matrix factorization or factor analysis is an important task helpful in the analysis of high dimensional real world data. There are several well known methods and algorithms for fa...
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ESANN
2004
14 years 11 months ago
2004
In many applications, high dimensional input data can be considered as sampled functions. We show in this paper how to use this prior knowledge to implement functional preprocessin...
DMIN
2009
14 years 7 months ago
2009
In high dimensional data sets not all dimensions contain an equal amount of information and most of the time global features are more important than local differences. This makes ...
ICDM
2005
IEEE
15 years 3 months ago
2005
IEEE
In this paper, we present an algorithm that can classify large-scale text data with high classification quality and fast training speed. Our method is based on a novel extension o...