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» Methods for Dynamic Classifier Selection
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COLING
2010
14 years 8 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
15 years 2 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»
15 years 1 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
15 years 7 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»
15 years 1 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...