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  • Software Specification Discovery : A New Data Mining Approach

    systems to small embedded systems like vending machines, both of which we .. lights our work in automaton based specification mining. Section 3 . M makeDirectory. R removeDirectory. 10. 9. 11. C. D. I. D. 8. C. A. 15. 14. L. C. V. V. 17.

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    Collection object specified as a parameter c; add, remove and clear can be such . of specifications to mine, resulting in a generic parametric mining framework; and .. Machine Tool Interface (JVMTI)[11] agent that logs infor mation about the.

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    This paper describes specification mining, a machine learning approach to .. a replacement for the C stdio library, which requires recompiling programs.

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  • General LTL Specification Mining Caroline Lemieux

    mining tool for extracting specifications in linear temporal logic. (LTL) of arbitrary length .. to denote events (e.g., a,b,c) and the end of the alphabet to denote event .. We evaluated Texada's performance on a machine running. 64 bit Ubuntu.

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    Dec 5, 2011 . This paper describes specification mining, a machine learning Westley Weimer , George C. Necula, Mining temporal specifications for error.

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  • Specification Mining With Few False Positives

    isting specification miners yield false positives because they assign equal .. only if it terminates with the corresponding state machine in an accepting state. .. Our miner produces as output a set of candidate specifications C = { (a,b) . a.

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    Mining Specifications. Glenn Ammons, Dept. . Find an automaton A that generates exactly the traces in C. . Model checkers require finite state specifications.

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