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ECML
2007
Springer
15 years 11 months ago
Roulette Sampling for Cost-Sensitive Learning
In this paper, we propose a new and general preprocessor algorithm, called CSRoulette, which converts any cost-insensitive classification algorithms into cost-sensitive ones. CSRou...
Victor S. Sheng, Charles X. Ling
EUROPAR
2007
Springer
15 years 11 months ago
Asynchronous Distributed Power Iteration with Gossip-Based Normalization
The dominant eigenvector of matrices defined by weighted links in overlay networks plays an important role in many peer-to-peer applications. Examples include trust management, im...
Márk Jelasity, Geoffrey Canright, Kenth Eng...
143
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FPGA
2007
ACM
153views FPGA» more  FPGA 2007»
15 years 11 months ago
GlitchLess: an active glitch minimization technique for FPGAs
This paper describes a technique that reduces dynamic power in FPGAs by reducing the number of glitches in the global routing resources. The technique involves adding programmable...
Julien Lamoureux, Guy G. Lemieux, Steven J. E. Wil...
GECCO
2007
Springer
147views Optimization» more  GECCO 2007»
15 years 11 months ago
Exact analysis of the sampling distribution for the canonical particle swarm optimiser and its convergence during stagnation
Several theoretical analyses of the dynamics of particle swarms have been offered in the literature over the last decade. Virtually all rely on substantial simplifications, incl...
Riccardo Poli, David S. Broomhead
GECCO
2007
Springer
183views Optimization» more  GECCO 2007»
15 years 11 months ago
Genetic programming for cross-task knowledge sharing
We consider multitask learning of visual concepts within genetic programming (GP) framework. The proposed method evolves a population of GP individuals, with each of them composed...
Wojciech Jaskowski, Krzysztof Krawiec, Bartosz Wie...