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VTC
2007
IEEE
14 years 3 months ago
Channel Prediction Aided Coded Modulation Assisted Eigen-Beamforming
Abstract— Eigen-beamforming is capable of providing attractive performance gains in the context of Multiple-Input Multiple-Output (MIMO) systems, provided that accurate Channel S...
Soon Xin Ng, Wei Liu, Lie-Liang Yang, Lajos Hanzo
ICANN
2005
Springer
14 years 2 months ago
Some Issues About the Generalization of Neural Networks for Time Series Prediction
Abstract. Some issues about the generalization of ANN training are investigated through experiments with several synthetic time series and real world time series. One commonly acce...
Wen Wang, Pieter H. A. J. M. van Gelder, J. K. Vri...
ISCAS
2005
IEEE
117views Hardware» more  ISCAS 2005»
14 years 2 months ago
Linear transform based motion compensated prediction for luminance intensity changes
A linear transform based motion compensated prediction (LTMCP) scheme is proposed in this paper to improve the efficiency of inter-frame prediction when the intensity of luminance...
Debing Liu, Yuwen He, Shipeng Li, Qingming Huang, ...
JMLR
2012
11 years 11 months ago
SpeedBoost: Anytime Prediction with Uniform Near-Optimality
We present SpeedBoost, a natural extension of functional gradient descent, for learning anytime predictors, which automatically trade computation time for predictive accuracy by s...
Alexander Grubb, Drew Bagnell
ICSE
2012
IEEE-ACM
11 years 11 months ago
Predicting performance via automated feature-interaction detection
Abstract—Customizable programs and program families provide user-selectable features to allow users to tailor a program to an application scenario. Knowing in advance which featu...
Norbert Siegmund, Sergiy S. Kolesnikov, Christian ...