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109
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PPSN
2004
Springer
15 years 9 months ago
Ensemble Learning with Evolutionary Computation: Application to Feature Ranking
Abstract. Exploiting the diversity of hypotheses produced by evolutionary learning, a new ensemble approach for Feature Selection is presented, aggregating the feature rankings ext...
Kees Jong, Elena Marchiori, Michèle Sebag
120
Voted
INFOCOM
2003
IEEE
15 years 9 months ago
Pricing Network Services
— We propose a game theoretic pricing mechanism for statistically guaranteed service in packet-switched networks. The mechanism provides congestion control, differentiated qualit...
Jun Shu, Pravin Varaiya
NAACL
2007
15 years 5 months ago
Generating Case Markers in Machine Translation
We study the use of rich syntax-based statistical models for generating grammatical case for the purpose of machine translation from a language which does not indicate case explic...
Kristina Toutanova, Hisami Suzuki
149
Voted
JAL
2000
119views more  JAL 2000»
15 years 3 months ago
On Markov Chains for Independent Sets
Random independent sets in graphs arise, for example, in statistical physics, in the hard-core model of a gas. In 1997, Luby and Vigoda described a rapidly mixing Markov chain for...
Martin E. Dyer, Catherine S. Greenhill
149
Voted
MIR
2010
ACM
229views Multimedia» more  MIR 2010»
15 years 10 months ago
Wavelet, active basis, and shape script: a tour in the sparse land
Sparse coding is a key principle that underlies wavelet representation of natural images. In this paper, we explain that the effort of seeking a common wavelet sparse coding of i...
Zhangzhang Si, Ying Nian Wu