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» The Problems of Data Modeling in Software Practice
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OOPSLA
2005
Springer
15 years 10 months ago
MDAbench: a tool for customized benchmark generation using MDA
Designing component-based application that meets performance requirements remains a challenging problem, and usually requires a prototype to be constructed to benchmark performanc...
Liming Zhu, Yan Liu, Ian Gorton, Ngoc Bao Bui
SDM
2008
SIAM
122views Data Mining» more  SDM 2008»
15 years 5 months ago
Type-Independent Correction of Sample Selection Bias via Structural Discovery and Re-balancing
Sample selection bias is a common problem in many real world applications, where training data are obtained under realistic constraints that make them follow a different distribut...
Jiangtao Ren, Xiaoxiao Shi, Wei Fan, Philip S. Yu
WWW
2006
ACM
16 years 5 months ago
Using symbolic objects to cluster web documents
Web Clustering is useful for several activities in the WWW, from automatically building web directories to improve retrieval performance. Nevertheless, due to the huge size of the...
Esteban Meneses, Oldemar Rodríguez-Rojas
SCP
2010
123views more  SCP 2010»
14 years 11 months ago
Slicing for architectural analysis
Current software development often relies on non trivial coordination logic for combining autonomous services, eventually running on different platforms. As a rule, however, such ...
Nuno F. Rodrigues, Luís Soares Barbosa
ICDM
2006
IEEE
76views Data Mining» more  ICDM 2006»
15 years 10 months ago
How Bayesians Debug
Manual debugging is expensive. And the high cost has motivated extensive research on automated fault localization in both software engineering and data mining communities. Fault l...
Chao Liu 0001, Zeng Lian, Jiawei Han