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COLT
2007
Springer
14 years 3 months ago
Prediction by Categorical Features: Generalization Properties and Application to Feature Ranking
We describe and analyze a new approach for feature ranking in the presence of categorical features with a large number of possible values. It is shown that popular ranking criteria...
Sivan Sabato, Shai Shalev-Shwartz
DATE
2009
IEEE
119views Hardware» more  DATE 2009»
14 years 17 days ago
Predictive models for multimedia applications power consumption based on use-case and OS level analysis
—Power management at any abstraction level is a key issue for many mobile multimedia and embedded applications. In this paper a design workflow to generate system-level power mo...
Patrick Bellasi, William Fornaciari, David Siorpae...
ENGL
2008
85views more  ENGL 2008»
13 years 9 months ago
Prediction of Concentration Profiles of Dispersed Particles through Horizontal Cylindrical Channels
Deposition of dispersed and ultradispersed solid particles in cylindrical channels has received considerable attention due to its practical significance and direct application in i...
Herbert Loria Molina, Pedro Pereira-Almao, Carlos ...
CN
2002
102views more  CN 2002»
13 years 9 months ago
Predicting bottleneck bandwidth sharing by generalized TCP flows
The paper presents a technique for computing the individual throughputs and the average queue occupancy when multiple TCP connections share a single bottleneck buffer. The bottlene...
Archan Misra, Teunis J. Ott, John S. Baras
SERA
2007
Springer
14 years 3 months ago
Comparative Analysis of Neural Network Techniques Vs Statistical Methods in Capacity Planning
Capacity planning is a technique which can be used to predict the computing resource needs of an organization for the future after studying current usage patterns. This is of spec...
Nalini Vasudevan, Gowri C. Parthasarathy