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ASPLOS
2009
ACM
16 years 2 months ago
Anomaly-based bug prediction, isolation, and validation: an automated approach for software debugging
Software defects, commonly known as bugs, present a serious challenge for system reliability and dependability. Once a program failure is observed, the debugging activities to loc...
Martin Dimitrov, Huiyang Zhou
ASPLOS
2009
ACM
16 years 2 months ago
Commutativity analysis for software parallelization: letting program transformations see the big picture
Extracting performance from many-core architectures requires software engineers to create multi-threaded applications, which significantly complicates the already daunting task of...
Farhana Aleen, Nathan Clark
CHI
2009
ACM
16 years 2 months ago
Jadeite: improving API documentation using usage information
Jadeite is a new Javadoc-like API documentation system that takes advantage of multiple users' aggregate experience to reduce difficulties that programmers have learning new ...
Jeffrey Stylos, Brad A. Myers, Zizhuang Yang
KDD
2009
ACM
269views Data Mining» more  KDD 2009»
16 years 2 months ago
Extracting discriminative concepts for domain adaptation in text mining
One common predictive modeling challenge occurs in text mining problems is that the training data and the operational (testing) data are drawn from different underlying distributi...
Bo Chen, Wai Lam, Ivor Tsang, Tak-Lam Wong
KDD
2008
ACM
138views Data Mining» more  KDD 2008»
16 years 2 months ago
Quantitative evaluation of approximate frequent pattern mining algorithms
Traditional association mining algorithms use a strict definition of support that requires every item in a frequent itemset to occur in each supporting transaction. In real-life d...
Rohit Gupta, Gang Fang, Blayne Field, Michael Stei...