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IJCNN
2006
IEEE
15 years 11 months ago
C2FS: An Algorithm for Feature Selection in Cascade Neural Networks
Wrapper-based feature selection is attractive because wrapper methods are able to optimize the features they select to the specific learning algorithm. Unfortunately, wrapper met...
Lars Backstrom, Rich Caruana
WSC
2004
15 years 6 months ago
An Adaptive Approach to Fast Simulation of Traffic Groomed Optical Networks
In this paper, we consider the fast simulation of traffic groomed optical networks, in which multiple sub-rate traffic streams may be carried on the same wavelength. For real-size...
Chih-Chieh Hsu, Michael Devetsikiotis
171
Voted
INFOCOM
2005
IEEE
15 years 10 months ago
Routing in ad hoc networks: a theoretical framework with practical implications
— In this paper, information theoretic techniques are used to derive analytic expressions for the minimum expected length of control messages exchanged by proactive routing in a ...
Nianjun Zhou, Alhussein A. Abouzeid
GECCO
2007
Springer
256views Optimization» more  GECCO 2007»
15 years 11 months ago
A particle swarm optimization approach for estimating parameter confidence regions
Point estimates of the parameters in real world models convey valuable information about the actual system. However, parameter comparisons and/or statistical inference requires de...
Praveen Koduru, Stephen Welch, Sanjoy Das
GLOBECOM
2009
IEEE
15 years 11 months ago
How Bad is Single-Path Routing
—This paper investigates the network performance loss of using only single-path routing when multiple paths are available. The performance metric is the aggregate utility achieve...
Meng Wang, Chee Wei Tan, Ao Tang, Steven H. Low