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» Testing with Functions as Specifications
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214
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SDM
2008
SIAM
139views Data Mining» more  SDM 2008»
15 years 8 months ago
Semi-Supervised Learning Based on Semiparametric Regularization
Semi-supervised learning plays an important role in the recent literature on machine learning and data mining and the developed semisupervised learning techniques have led to many...
Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Chr...
220
Voted
BMCBI
2010
175views more  BMCBI 2010»
15 years 7 months ago
Global parameter estimation methods for stochastic biochemical systems
Background: The importance of stochasticity in cellular processes having low number of molecules has resulted in the development of stochastic models such as chemical master equat...
Suresh Kumar Poovathingal, Rudiyanto Gunawan
215
Voted
BMCBI
2007
186views more  BMCBI 2007»
15 years 7 months ago
GeneBins: a database for classifying gene expression data, with application to plant genome arrays
Background: To interpret microarray experiments, several ontological analysis tools have been developed. However, current tools are limited to specific organisms. Results: We deve...
Nicolas Goffard, Georg Weiller
228
Voted
SIGSOFT
2008
ACM
16 years 8 months ago
Randomized active atomicity violation detection in concurrent programs
Atomicity is an important specification that enables programmers to understand atomic blocks of code in a multi-threaded program as if they are sequential. This significantly simp...
Chang-Seo Park, Koushik Sen
171
Voted
SIGSOFT
2002
ACM
16 years 8 months ago
Invariant inference for static checking
Static checking can verify the absence of errors in a program, but often requires written annotations or specifications. As a result, static checking can be difficult to use effec...
Jeremy W. Nimmer, Michael D. Ernst