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» An Investigation of Generalized Cases
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DSMML
2004
Springer
14 years 4 months ago
Understanding Gaussian Process Regression Using the Equivalent Kernel
The equivalent kernel [1] is a way of understanding how Gaussian process regression works for large sample sizes based on a continuum limit. In this paper we show how to approximat...
Peter Sollich, Christopher K. I. Williams
ICDAR
2003
IEEE
14 years 4 months ago
Comparison of Genetic Algorithm and Sequential Search Methods for Classifier Subset Selection
Classifier subset selection (CSS) from a large ensemble is an effective way to design multiple classifier systems (MCSs). Given a validation dataset and a selection criterion, the...
Hongwei Hao, Cheng-Lin Liu, Hiroshi Sako
INFOCOM
2003
IEEE
14 years 4 months ago
Computing the Types of the Relationships between Autonomous Systems
— We investigate the problem of computing the types of the relationships between Internet Autonomous Systems. We refer to the model introduced in [1], [2] that bases the discover...
Giuseppe Di Battista, Maurizio Patrignani, Maurizi...
ICRA
2002
IEEE
118views Robotics» more  ICRA 2002»
14 years 3 months ago
Multi-Robot Task Allocation in the Light of Uncertainty
We describe an empirical study that sought general guidelines for task allocation strategies in multi-robot systems. We identify four distinct task allocation strategies, and demo...
Esben Hallundbæk Østergaard, Maja J. ...
INFOCOM
2002
IEEE
14 years 3 months ago
Analysis of Combined Adaptive Bandwidth Allocation and Admission Control in Wireless Networks
Abstract— An analytical model is developed for cellular networks with a combined adaptive bandwidth allocation and trafficrestriction mechanism. Instead of focusing only on the ...
Chun-Ting Chou, Kang G. Shin