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SIGSOFT
2009
ACM
14 years 9 months ago
ConcernMorph: metrics-based detection of crosscutting patterns
Crosscutting concerns can hinder maintainability of a design because they do not adhere to a system's underlying modular structure. Developers, therefore, may wish to refacto...
Eduardo Figueiredo, Jon Whittle, Alessandro F. Gar...
WWW
2008
ACM
14 years 9 months ago
Identifying regional sensitive queries in web search
In Web search ranking, the expected results for some queries could vary greatly depending upon location of the user. We name such queries regional sensitive queries. Identifying r...
Srinivas Vadrevu, Ya Zhang, Belle L. Tseng, Gordon...
KDD
2006
ACM
153views Data Mining» more  KDD 2006»
14 years 9 months ago
Model compression
Often the best performing supervised learning models are ensembles of hundreds or thousands of base-level classifiers. Unfortunately, the space required to store this many classif...
Cristian Bucila, Rich Caruana, Alexandru Niculescu...
KDD
2004
ACM
123views Data Mining» more  KDD 2004»
14 years 9 months ago
A DEA approach for model combination
This paper proposes a novel Data Envelopment Analysis (DEA) based approach for model combination. We first prove that for the 2-class classification problems DEA models identify t...
Zhiqiang Zheng, Balaji Padmanabhan, Haoqiang Zheng
COMPLEX
2009
Springer
14 years 3 months ago
Characterizing the Structural Complexity of Real-World Complex Networks
Although recent research has shown that the complexity of a network depends on its structural organization, which is linked to the functional constraints the network must satisfy, ...
Jun Wang, Gregory M. Provan