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ICDM
2006
IEEE
76views Data Mining» more  ICDM 2006»
13 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
UAI
2004
13 years 6 months ago
Sensitivity Analysis in Bayesian Networks: From Single to Multiple Parameters
Previous work on sensitivity analysis in Bayesian networks has focused on single parameters, where the goal is to understand the sensitivity of queries to single parameter changes...
Hei Chan, Adnan Darwiche
CC
2008
Springer
107views System Software» more  CC 2008»
13 years 6 months ago
How to Do a Million Watchpoints: Efficient Debugging Using Dynamic Instrumentation
Application debugging is a tedious but inevitable chore in any software development project. An effective debugger can make programmers more productive by allowing them to pause ex...
Qin Zhao, Rodric M. Rabbah, Saman P. Amarasinghe, ...
DATE
2009
IEEE
116views Hardware» more  DATE 2009»
13 years 11 months ago
A high-level debug environment for communication-centric debug
—A large part of a modern SOC’s debug complexity resides in the interaction between the main system components. ion-level debug moves the abstraction level of the debug process...
Kees Goossens, Bart Vermeulen, Ashkan Beyranvand N...
ENTCS
2010
141views more  ENTCS 2010»
13 years 4 months ago
Debugging as a Science, that too, when your Program is Changing
Program debugging is an extremely time-consuming process, and it takes up a large portion of software development time. In practice, debugging is still very much of an art, with t...
Abhik Roychoudhury