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ESANN
2001
15 years 8 months ago
Transfer functions: hidden possibilities for better neural networks
Abstract. Sigmoidal or radial transfer functions do not guarantee the best generalization nor fast learning of neural networks. Families of parameterized transfer functions provide...
Wlodzislaw Duch, Norbert Jankowski
FLAIRS
2003
15 years 7 months ago
Using Bayesian Networks for Cleansing Trauma Data
Medical data is unique due to its large volume, heterogeneity and complexity. This necessitates costly active participation of medical domain experts in the task of cleansing medi...
Prashant Doshi, Lloyd Greenwald, John R. Clarke
GLOBECOM
2008
IEEE
15 years 6 months ago
Nonlinear Quadratic Pricing for Concavifiable Utilities in Network Rate Control
This paper deals with a category of concavifiable functions that can be used to model inelastic traffic in the network. Such class of functions can be concavified within an interva...
Quanyan Zhu, Raouf Boutaba
GLOBECOM
2009
IEEE
15 years 4 months ago
Maintaining Utility Fairness Using Weighting Factors in Wireless Networks
Maintaining fairness using weighting factors is a common approach in resource allocation. However, computing weighting factors for multiservice wireless networks is not trivial bec...
Mehri Mehrjoo, Mohamad Khattar Awad, Mehrdad Diana...
GLOBECOM
2008
IEEE
16 years 29 days ago
QoS Routing in Wireless Mesh Networks with Cognitive Radios
— In this paper, we study QoS routing in wireless mesh networks with cognitive radios, which involves route selection, channel allocation and scheduling. It turns out to be a har...
Roberto Hincapie, Jian Tang, Guoliang Xue, Roberto...