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CIDR
2011
249views Algorithms» more  CIDR 2011»
13 years 1 months ago
The Case for Predictive Database Systems: Opportunities and Challenges
This paper argues that next generation database management systems should incorporate a predictive model management component to effectively support both inward-facing application...
Mert Akdere, Ugur Çetintemel, Matteo Rionda...
ESANN
2001
13 years 11 months ago
Input data reduction for the prediction of financial time series
Prediction of financial time series using artificial neural networks has been the subject of many publications, even if the predictability of financial series remains a subject of ...
Amaury Lendasse, John Aldo Lee, Eric de Bodt, Vinc...
ICML
2009
IEEE
14 years 10 months ago
Optimal reverse prediction: a unified perspective on supervised, unsupervised and semi-supervised learning
Training principles for unsupervised learning are often derived from motivations that appear to be independent of supervised learning. In this paper we present a simple unificatio...
Linli Xu, Martha White, Dale Schuurmans
ASPDAC
2008
ACM
78views Hardware» more  ASPDAC 2008»
13 years 12 months ago
Handling partial correlations in yield prediction
In nanometer regime, IC designs have to consider the impact of process variations, which is often indicated by manufacturing/parametric yield. This paper investigates a yield model...
Sridhar Varadan, Janet Meiling Wang, Jiang Hu
IPCV
2010
13 years 7 months ago
Wavelet-based Prediction Measures for Lossy Image Set Compression
A number of image set compression algorithms have been proposed in the literature. A key component of these algorithms is a numeric measure used to quantify how similar two images ...
Marc Moreau, Howard Cheng