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» Using Machine Learning to Focus Iterative Optimization
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112
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GECCO
2007
Springer
177views Optimization» more  GECCO 2007»
15 years 8 months ago
Evolving problem heuristics with on-line ACGP
Genetic Programming uses trees to represent chromosomes. The user defines the representation space by defining the set of functions and terminals to label the nodes in the trees. ...
Cezary Z. Janikow
112
Voted
ICPR
2004
IEEE
16 years 3 months ago
Applying A Hybrid Method To Handwritten Character Recognition
In this paper, we propose a new prototype learning/matching method that can be combined with support vector machines (SVM) in pattern recognition. This hybrid method has the follo...
Chin-Chin Lin, Chun-Jen Chen, Fu Chang
140
Voted
PR
2006
164views more  PR 2006»
15 years 2 months ago
Locally linear metric adaptation with application to semi-supervised clustering and image retrieval
Many computer vision and pattern recognition algorithms are very sensitive to the choice of an appropriate distance metric. Some recent research sought to address a variant of the...
Hong Chang, Dit-Yan Yeung
124
Voted
ICAC
2007
IEEE
15 years 9 months ago
Time-Sharing Parallel Applications with Performance Isolation and Control
Most parallel machines, such as clusters, are spaceshared in order to isolate batch parallel applications from each other and optimize their performance. However, this leads to lo...
Bin Lin, Ananth I. Sundararaj, Peter A. Dinda
ICDE
2007
IEEE
142views Database» more  ICDE 2007»
15 years 9 months ago
Database Virtualization: A New Frontier for Database Tuning and Physical Design
Resource virtualization is currently being employed at all levels of the IT infrastructure to improve provisioning and manageability, with the goal of reducing total cost of owner...
Ahmed A. Soror, Ashraf Aboulnaga, Kenneth Salem