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» Methods for Dynamic Classifier Selection
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COLING
2010
13 years 5 months ago
Adaptive Development Data Selection for Log-linear Model in Statistical Machine Translation
This paper addresses the problem of dynamic model parameter selection for loglinear model based statistical machine translation (SMT) systems. In this work, we propose a principle...
Mu Li, Yinggong Zhao, Dongdong Zhang, Ming Zhou
IJCAI
2007
13 years 11 months ago
Improving Anytime Point-Based Value Iteration Using Principled Point Selections
Planning in partially-observable dynamical systems (such as POMDPs and PSRs) is a computationally challenging task. Popular approximation techniques that have proved successful ar...
Michael R. James, Michael E. Samples, Dmitri A. Do...
BMCBI
2006
201views more  BMCBI 2006»
13 years 10 months ago
Gene selection algorithms for microarray data based on least squares support vector machine
Background: In discriminant analysis of microarray data, usually a small number of samples are expressed by a large number of genes. It is not only difficult but also unnecessary ...
E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao
ICSOC
2007
Springer
14 years 4 months ago
Service Selection Based on Non-functional Properties
Service-oriented Architecture supports software to be composed from services dynamically. Selecting and composing appropriate services according to business process, policies and n...
Stephan Reiff-Marganiec, HongQing Yu, Marcel Tilly
JMLR
2006
85views more  JMLR 2006»
13 years 10 months ago
Streamwise Feature Selection
In streamwise feature selection, new features are sequentially considered for addition to a predictive model. When the space of potential features is large, streamwise feature sel...
Jing Zhou, Dean P. Foster, Robert A. Stine, Lyle H...