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» A genetic programming approach to automated software repair
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BMCBI
2008
173views more  BMCBI 2008»
14 years 9 months ago
Improved machine learning method for analysis of gas phase chemistry of peptides
Background: Accurate peptide identification is important to high-throughput proteomics analyses that use mass spectrometry. Search programs compare fragmentation spectra (MS/MS) o...
Allison Gehrke, Shaojun Sun, Lukasz A. Kurgan, Nat...
68
Voted
DAC
2002
ACM
15 years 10 months ago
ILP-based engineering change
We have developed a generic integer linear programming(ILP)based engineering change(EC) methodology. The EC methodology has three components: enabling, fast, and preserving. Enabl...
Farinaz Koushanfar, Jennifer L. Wong, Jessica Feng...
WWW
2008
ACM
15 years 10 months ago
Characterizing typical and atypical user sessions in clickstreams
Millions of users retrieve information from the Internet using search engines. Mining these user sessions can provide valuable information about the quality of user experience and...
Narayanan Sadagopan, Jie Li
ICDM
2006
IEEE
76views Data Mining» more  ICDM 2006»
15 years 3 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
CGO
2006
IEEE
15 years 1 months ago
Dynamic Class Hierarchy Mutation
Class hierarchies in object-oriented programs are used to capture various attributes of the underlying objects they represent, allowing programmers to encapsulate common attribute...
Lixin Su, Mikko H. Lipasti