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PRL
2010
209views more  PRL 2010»
15 years 8 days ago
Efficient update of the covariance matrix inverse in iterated linear discriminant analysis
For fast classification under real-time constraints, as required in many imagebased pattern recognition applications, linear discriminant functions are a good choice. Linear discr...
Jan Salmen, Marc Schlipsing, Christian Igel
TSP
2010
15 years 6 days ago
Optimal linear fusion for distributed detection via semidefinite programming
Consider the problem of signal detection via multiple distributed noisy sensors. We propose a linear decision fusion rule to combine the local statistics from individual sensors i...
Zhi Quan, Wing-Kin Ma, Shuguang Cui, Ali H. Sayed
IPSN
2010
Springer
16 years 10 days ago
Consensus-based distributed linear support vector machines
This paper develops algorithms to train linear support vector machines (SVMs) when training data are distributed across different nodes and their communication to a centralized no...
Pedro A. Forero, Alfonso Cano, Georgios B. Giannak...
CCECE
2006
IEEE
15 years 11 months ago
Linear Predictive Control of a Brachiation Robot
This work is focused on the motion control of an underactuated brachiation robot with 3 links. We present the modeling of the dynamics of the robot and introduce the application o...
Vinicius Menezes de Oliveira, Walter Fetter Lages
PPDP
2004
Springer
15 years 11 months ago
Semi-naive evaluation in linear tabling
Semi-naive evaluation is an effective technique employed in bottom-up evaluation of logic programs to avoid redundant joins of answers. The impact of this technique on top-down e...
Neng-Fa Zhou, Yi-Dong Shen, Taisuke Sato