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ICML
2009
IEEE
15 years 10 months ago
Non-monotonic feature selection
We consider the problem of selecting a subset of m most informative features where m is the number of required features. This feature selection problem is essentially a combinator...
Zenglin Xu, Rong Jin, Jieping Ye, Michael R. Lyu, ...
125
Voted
PLDI
2009
ACM
15 years 10 months ago
TAJ: effective taint analysis of web applications
Taint analysis, a form of information-flow analysis, establishes whether values from untrusted methods and parameters may flow into security-sensitive operations. Taint analysis...
Omer Tripp, Marco Pistoia, Stephen J. Fink, Manu S...
113
Voted
PLDI
2009
ACM
15 years 10 months ago
Error propagation analysis for file systems
Unchecked errors are especially pernicious in operating system file management code. Transient or permanent hardware failures are inevitable, and error-management bugs at the fi...
Cindy Rubio-González, Haryadi S. Gunawi, Be...
108
Voted
PLDI
2009
ACM
15 years 10 months ago
Trace-based just-in-time type specialization for dynamic languages
Dynamic languages such as JavaScript are more difficult to compile than statically typed ones. Since no concrete type information is available, traditional compilers need to emit...
Andreas Gal, Brendan Eich, Mike Shaver, David Ande...
142
Voted
SAC
2009
ACM
15 years 10 months ago
An empirical study of incorporating cost into test suite reduction and prioritization
Software developers use testing to gain and maintain confidence in the correctness of a software system. Automated reduction and prioritization techniques attempt to decrease the...
Adam M. Smith, Gregory M. Kapfhammer
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