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» Three approaches to object evolution
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ICML
2006
IEEE
14 years 3 months ago
Multiclass reduced-set support vector machines
There are well-established methods for reducing the number of support vectors in a trained binary support vector machine, often with minimal impact on accuracy. We show how reduce...
Benyang Tang, Dominic Mazzoni
AGILEDC
2003
IEEE
14 years 2 months ago
PARFAIT: Towards a Framework-based Agile Reengineering Process
The paper presents a sketch of a framework-based agile reengineering process, named PARFAIT1 , whose objective is to provide the users with evolved versions of legacy systems, as ...
Maria Istela Cagnin, José Carlos Maldonado,...
CIBCB
2007
IEEE
13 years 11 months ago
Optimization of Bacterial Strains with Variable-Sized Evolutionary Algorithms
—In metabolic engineering it is difficult to identify which set of genetic manipulations will result in a microbial strain that achieves a desired production goal, due to the co...
Miguel Rocha, José P. Pinto, Isabel Rocha, ...
ECCV
2006
Springer
14 years 11 months ago
Learning and Incorporating Top-Down Cues in Image Segmentation
Abstract. Bottom-up approaches, which rely mainly on continuity principles, are often insufficient to form accurate segments in natural images. In order to improve performance, rec...
Xuming He, Richard S. Zemel, Debajyoti Ray
CIKM
2010
Springer
13 years 7 months ago
Combining link and content for collective active learning
In this paper, we study a novel problem Collective Active Learning, in which we aim to select a batch set of "informative" instances from a networking data set to query ...
Lixin Shi, Yuhang Zhao, Jie Tang