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» Probabilistic Semantics and Program Analysis
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APLAS
2007
ACM
14 years 2 months ago
A Systematic Approach to Probabilistic Pointer Analysis
Abstract. We present a formal framework for syntax directed probabilistic program analysis. Our focus is on probabilistic pointer analysis. We show how to obtain probabilistic poin...
Alessandra Di Pierro, Chris Hankin, Herbert Wiklic...
SFM
2010
Springer
231views Formal Methods» more  SFM 2010»
14 years 4 months ago
Probabilistic Semantics and Program Analysis
Alessandra Di Pierro, Chris Hankin, Herbert Wiklic...
ICPP
2008
IEEE
14 years 5 months ago
Parallelization and Characterization of Probabilistic Latent Semantic Analysis
Probabilistic Latent Semantic Analysis (PLSA) is one of the most popular statistical techniques for the analysis of two-model and co-occurrence data. It has applications in inform...
Chuntao Hong, Wenguang Chen, Weimin Zheng, Jiulong...
ICDE
2008
IEEE
161views Database» more  ICDE 2008»
14 years 5 months ago
On the semantics and evaluation of top-k queries in probabilistic databases
We formulate three intuitive semantic properties for topk queries in probabilistic databases, and propose GlobalTopk query semantics which satisfies all of them. We provide a dyn...
Xi Zhang, Jan Chomicki
IEEEARES
2009
IEEE
13 years 8 months ago
Quantitative Analysis of Secure Information Flow via Probabilistic Semantics
We present an automatic analyzer for measuring information flow within software systems. In this paper, we quantify leakage in terms of information theory and incorporate this comp...
Chunyan Mu, David Clark