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NCI
2004
141views Neural Networks» more  NCI 2004»
13 years 9 months ago
Estimating the error at given test input points for linear regression
In model selection procedures in supervised learning, a model is usually chosen so that the expected test error over all possible test input points is minimized. On the other hand...
Masashi Sugiyama
TSP
2010
13 years 2 months ago
On entropy rate for the complex domain and its application to i.i.d. sampling
We derive the entropy rate formula for a complex Gaussian random process by using a widely linear model. The resulting expression is general and applicable to both circular and non...
Wei Xiong, Hualiang Li, Tülay Adali, Yi-Ou Li...
SIGSOFT
2007
ACM
14 years 8 months ago
CTG: a connectivity trace generator for testing the performance of opportunistic mobile systems
The testing of the performance of opportunistic communication protocols and applications is usually done through simulation as i) deployments are expensive and should be left to t...
Roberta Calegari, Mirco Musolesi, Franco Raimondi,...
HPCA
2005
IEEE
14 years 1 months ago
Accurate Energy Dissipation and Thermal Modeling for Nanometer-Scale Buses
With technology scaling, power dissipation and localized heating in global and semi-global bus wires are becoming increasingly important, and this necessitates the development of ...
Krishnan Sundaresan, Nihar R. Mahapatra
MSWIM
2004
ACM
14 years 1 months ago
Modeling wireless shadow networks
In case of natural disasters or intentional attacks, telecommunication networks often get heavily damaged and current resilience schemes have proven to be insufficient for rapid r...
Filip De Turck, Aurel A. Lazar