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» Modeling Program Predictability
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TR
2010
149views Hardware» more  TR 2010»
14 years 10 months ago
Health Condition Prediction of Gears Using a Recurrent Neural Network Approach
Abstract--The development of accurate health condition prediction approaches has been a key research topic in condition based maintenance (CBM) in recent years. However, current he...
Zhigang Tian, Ming J. Zuo
BMCBI
2006
111views more  BMCBI 2006»
15 years 3 months ago
Using ESTs to improve the accuracy of de novo gene prediction
Background: ESTs are a tremendous resource for determining the exon-intron structures of genes, but even extensive EST sequencing tends to leave many exons and genes untouched. Ge...
Chaochun Wei, Michael R. Brent
ICSE
2010
IEEE-ACM
15 years 8 months ago
Adaptive bug isolation
Statistical debugging uses lightweight instrumentation and statistical models to identify program behaviors that are strongly predictive of failure. However, most software is most...
Piramanayagam Arumuga Nainar, Ben Liblit
FTDCS
1999
IEEE
15 years 7 months ago
Ephemeral Java Source Code
In an object oriented, distributed environment, program maintenance, which has never been the most predictable task, becomes even more uncertain. Java's dynamic loading mecha...
Susan Eisenbach, Chris Sadler
ICML
2005
IEEE
16 years 4 months ago
Learning as search optimization: approximate large margin methods for structured prediction
Mappings to structured output spaces (strings, trees, partitions, etc.) are typically learned using extensions of classification algorithms to simple graphical structures (eg., li...
Daniel Marcu, Hal Daumé III