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» On the Structure of Complete Sets
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INFSOF
2008
85views more  INFSOF 2008»
15 years 6 months ago
Locating dependence structures using search-based slicing
This paper introduces an approach to locating dependence structures in a program by searching the space of the powerset of the set of all possible program slices. The paper formul...
Tao Jiang, Nicolas Gold, Mark Harman, Zheng Li
ICML
2007
IEEE
16 years 7 months ago
Minimum reference set based feature selection for small sample classifications
We address feature selection problems for classification of small samples and high dimensionality. A practical example is microarray-based cancer classification problems, where sa...
Xue-wen Chen, Jong Cheol Jeong
ICSE
2007
IEEE-ACM
16 years 6 months ago
Modeling Product Line Architectures through Change Sets and Relationships
The essence of any modeling approach for product line architectures lies in its ability to express variability. Existing approaches do so by explicitly specifying variation points...
André van der Hoek, Scott A. Hendrickson
153
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PKDD
2009
Springer
124views Data Mining» more  PKDD 2009»
16 years 1 months ago
Capacity Control for Partially Ordered Feature Sets
Abstract. Partially ordered feature sets appear naturally in many classification settings with structured input instances, for example, when the data instances are graphs and a fe...
Ulrich Rückert
ICTAI
2006
IEEE
16 years 22 days ago
Learning to Predict Salient Regions from Disjoint and Skewed Training Sets
We present an ensemble learning approach that achieves accurate predictions from arbitrarily partitioned data. The partitions come from the distributed processing requirements of ...
Larry Shoemaker, Robert E. Banfield, Lawrence O. H...