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ICML
2005
IEEE
16 years 7 months ago
Adapting two-class support vector classification methods to many class problems
A geometric construction is presented which is shown to be an effective tool for understanding and implementing multi-category support vector classification. It is demonstrated ho...
Simon I. Hill, Arnaud Doucet
ALT
2006
Springer
16 years 3 months ago
Unsupervised Slow Subspace-Learning from Stationary Processes
Abstract. We propose a method of unsupervised learning from stationary, vector-valued processes. A low-dimensional subspace is selected on the basis of a criterion which rewards da...
Andreas Maurer
183
Voted
ICCAD
2006
IEEE
141views Hardware» more  ICCAD 2006»
16 years 3 months ago
Design optimization for single-event upset robustness using simultaneous dual-VDD and sizing techniques
An optimization algorithm for the design of combinational circuits that are robust to single-event upsets (SEUs) is described. A simple, highly accurate model for the SEU robustne...
Mihir R. Choudhury, Quming Zhou, Kartik Mohanram
ALGOSENSORS
2009
Springer
16 years 23 days ago
Building a Communication Bridge with Mobile Hubs
We study scenarios where mobile hubs are charged with building a communication bridge between two given points s and t. We introduce a new bi-criteria optimization problem where th...
Onur Tekdas, Yokesh Kumar, Volkan Isler, Ravi Jana...
183
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LION
2009
Springer
152views Optimization» more  LION 2009»
16 years 21 days ago
Comparison of Coarsening Schemes for Multilevel Graph Partitioning
Graph partitioning is a well-known optimization problem of great interest in theoretical and applied studies. Since the 1990s, many multilevel schemes have been introduced as a pra...
Cédric Chevalier, Ilya Safro