A tool which mines partial execution traces to improve static analysis

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Abstract

We present a tool which performs abstract interpretation based static analysis of numerical variables. The novelty is that the analysis is parametric, and parameters are chosen by applying a variant of principal component analysis to partial execution traces of programs. © 2010 Springer-Verlag.

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Amato, G., Parton, M., & Scozzari, F. (2010). A tool which mines partial execution traces to improve static analysis. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6418 LNCS, pp. 475–479). https://doi.org/10.1007/978-3-642-16612-9_37

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