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» An Investigation of Generalized Cases
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DSMML
2004
Springer
15 years 12 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
15 years 11 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
15 years 11 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»
15 years 11 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
15 years 11 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