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KES
2006
Springer
14 years 11 months ago
Sensor Network Localization Using Least Squares Kernel Regression
Abstract. This paper considers the sensor network localization problem using signal strength. Unlike range-based methods signal strength information is stored in a kernel matrix. L...
Anthony Kuh, Chaopin Zhu, Danilo P. Mandic
JMLR
2002
135views more  JMLR 2002»
14 years 11 months ago
Covering Number Bounds of Certain Regularized Linear Function Classes
Recently, sample complexity bounds have been derived for problems involving linear functions such as neural networks and support vector machines. In many of these theoretical stud...
Tong Zhang
SSS
2009
Springer
110views Control Systems» more  SSS 2009»
15 years 4 months ago
From Local Impact Functions to Global Adaptation of Service Compositions
Abstract. The problem of self-optimization and adaptation in the context of customizable systems is becoming increasingly important with the emergence of complex software systems a...
Liliana Rosa, Luís Rodrigues, Antóni...
NAR
2008
67views more  NAR 2008»
14 years 11 months ago
EpiToolKit - a web server for computational immunomics
Predicting the T-cell-mediated immune response is an important task in vaccine design and thus one of the key problems in computational immunomics. Various methods have been devel...
Magdalena Feldhahn, Philipp Thiel, Mathias M. Schu...
ICCV
2009
IEEE
6637views Computer Vision» more  ICCV 2009»
16 years 4 months ago
A Markov Clustering Topic Model for Mining Behaviour in Video
This paper addresses the problem of fully automated mining of public space video data. A novel Markov Clustering Topic Model (MCTM) is introduced which builds on existing Dynami...
Timothy Hospedales, Shaogang Gong, Tao Xiang