Download Mining software specifications : methodologies and by David Lo PDF

By David Lo

An rising subject in software program engineering and information mining, specification mining tackles software program upkeep and reliability concerns that rate economies billions of bucks every year. the 1st unified reference at the topic, Mining software program necessities: Methodologies and functions describes contemporary methods for mining standards of software program platforms. specialists within the box illustrate how you can practice cutting-edge information mining and laptop studying innovations to deal with software program engineering concerns.

In the 1st set of chapters, the e-book introduces a few stories on mining finite country machines that hire strategies, comparable to grammar inference, partial order mining, resource code version checking, summary interpretation, and extra. the rest chapters current examine on mining temporal rules/patterns, protecting innovations that come with path-aware static software analyses, light-weight rule/pattern mining, statistical research, and different fascinating methods. through the publication, the authors speak about tips to hire dynamic research, static research, and mixtures of either to mine software program specifications.

According to the U.S. nationwide Institute of criteria and know-how in 2002, software program insects have expense the USA economic climate 59.5 billion cash a 12 months. This quantity exhibits how specification mining may also help locate insects and increase software realizing, thereby decreasing pointless monetary losses. The publication encourages the adoption of specification mining innovations and the assimilation of those strategies in commonplace built-in improvement environments (IDEs).

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Xie. Mining exception-handling rules as sequence association rules. In Proceedings of ACM/IEEE International Conference on Software Engineering, pages 496–506, 2009. [71] N. Walkinshaw and K. Bogdanov. Inferring finite-state models with temporal constraints. In Proceedings of IEEE/ACM International Conference on Automated Software Engineering, pages 248–257, 2008. [72] N. Walkinshaw, K. Bogdanov, M. Holcombe, and S. Salahuddin. Reverse engineering state machines by interactive grammar inference.

Griswold, and D. Notkin. Quickly detecting relevant program invariants. In Proceedings of ACM/IEEE International Conference on Software Engineering, pages 449–458, 2000. D. H. J. Guo, S. McCamant, C. S. Tschantz, and C. Xiao. The Daikon system for dynamic detection of likely invariants. Science of Computer Programming, 1-3:35–45, 2007. [27] R. Fjeldstad and W. Hamlen. Application program maintenance-report to our respondents. In G. Parikh and N. Zvegintzov, editors, Tutorial on Software Maintenance, pages 13–27.

15] V. Dallmeier, C. Lindig, A. Wasylkowski, and A. Zeller. Mining object behavior with ADABU. In Proceedings of International Workshop on Dynamic Analysis, pages 17–24, 2006. [16] W. Damm and D. Harel. LSCs: breathing life into message sequence charts. Journal on Formal Methods in System Design, 19(1):45–80, 2001. C. C. Mendon¸ca, S. Uchitel, and J. Kramer. Detecting implied scenarios from execution traces. In Proceedings of Working Conference on Reverse Engineering, pages 50–59, 2007. [18] B.

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