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ESSMAC
2003
Springer
15 years 5 months ago
Joint Optimization of Wireless Communication and Networked Control Systems
Abstract. We consider a linear system, such as an estimator or a controller, in which several signals are transmitted over wireless communication channels. With the coding and medi...
Lin Xiao, Mikael Johansson, Haitham A. Hindi, Step...
CHI
2002
ACM
16 years 5 days ago
Informing automatic generation of remote control interfaces with human designs
Embedded processors are making it possible for common appliances, such as cable boxes, microwaves and fax machines, to provide even more functionality. Unfortunately, as these app...
Jeffrey Nichols
AUSAI
2004
Springer
15 years 5 months ago
MML Inference of Oblique Decision Trees
We propose a multivariate decision tree inference scheme by using the minimum message length (MML) principle (Wallace and Boulton, 1968; Wallace and Dowe, 1999). The scheme uses MM...
Peter J. Tan, David L. Dowe
GBRPR
2007
Springer
15 years 3 months ago
Image Classification Using Marginalized Kernels for Graphs
We propose in this article an image classification technique based on kernel methods and graphs. Our work explores the possibility of applying marginalized kernels to image process...
Emanuel Aldea, Jamal Atif, Isabelle Bloch
GFKL
2007
Springer
164views Data Mining» more  GFKL 2007»
15 years 3 months ago
Classification with Invariant Distance Substitution Kernels
Kernel methods offer a flexible toolbox for pattern analysis and machine learning. A general class of kernel functions which incorporates known pattern invariances are invariant d...
Bernard Haasdonk, Hans Burkhardt