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CDC
2009
IEEE
180views Control Systems» more  CDC 2009»
15 years 10 months ago
Robustness analysis for Least Squares kernel based regression: an optimization approach
—In kernel based regression techniques (such as Support Vector Machines or Least Squares Support Vector Machines) it is hard to analyze the influence of perturbed inputs on the ...
Tillmann Falck, Johan A. K. Suykens, Bart De Moor
VL
2006
IEEE
170views Visual Languages» more  VL 2006»
16 years 1 months ago
A Lightweight Model for End Users' Domain-Specific Data
Many end user programming tools lack adequate support for domain-specific data. We will design a lightweight representation for categories of data, called “topes,” and develop...
Christopher Scaffidi
PPSN
2004
Springer
16 years 24 days ago
Coupling of Evolution and Learning to Optimize a Hierarchical Object Recognition Model
Abstract. A key problem in designing artificial neural networks for visual object recognition tasks is the proper choice of the network architecture. Evolutionary optimization met...
Georg Schneider, Heiko Wersing, Bernhard Sendhoff,...
MMB
1999
Springer
127views Communications» more  MMB 1999»
15 years 11 months ago
Auction Models for Multi-Provider Internet Connections
Auctions are a widely used approach for determining the current market price for congested resources. However, using them for real systems, such as the Internet, the auction algor...
Peter Reichl, George Fankhauser, Burkhard Stiller
ACL
1998
15 years 8 months ago
A Model for Robust Processing of Spontaneous Speech by Integrating Viable Fragments
We describe the design and function of a robust processing component which is being developed for the Verbmobil speech translation system. Its task consists of collecting partial ...
Karsten L. Worm