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» Statistical analysis of sketch estimators
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WSC
2004
13 years 10 months ago
Sensitivity Analysis for Transient Single Server Queuing Models Using an Interpolation Approach
Simulation is an essential tool for performance evaluation of many practical systems where planners typically want to know how the system will perform under various parameter sett...
Mohamed A. Ahmed, Talal M. Alkhamis
LCN
2005
IEEE
14 years 2 months ago
Effective Channel Time Analysis for Mobile Broadband Wireless Networks
— We describe an algorithm to estimate the future cell throughput of a multi-rate broadband wireless network based on previous measurements. The total throughput of a cell depend...
Dennis Pong, Tim Moors
CORR
2007
Springer
107views Education» more  CORR 2007»
13 years 8 months ago
Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis
In this paper, we study a natural extension of Multi-Layer Perceptrons (MLP) to functional inputs. We show that fundamental results for classical MLP can be extended to functional...
Fabrice Rossi, Brieuc Conan-Guez
CVPR
2005
IEEE
14 years 10 months ago
Applying Neighborhood Consistency for Fast Clustering and Kernel Density Estimation
Nearest neighborhood consistency is an important concept in statistical pattern recognition, which underlies the well-known k-nearest neighbor method. In this paper, we combine th...
Kai Zhang, Ming Tang, James T. Kwok
CDC
2008
IEEE
157views Control Systems» more  CDC 2008»
13 years 8 months ago
A hidden Markov filtering approach to multiple change-point models
We describe a hidden Markov modeling approach to multiple change-points that has attractive computational and statistical properties. This approach yields explicit recursive filter...
Tze Leung Lai, Haipeng Xing