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ISSTA 2018
Sun 15 - Sat 21 July 2018 Amsterdam, Netherlands
co-located with ECOOP and ISSTA 2018
Wed 18 Jul 2018 15:00 - 15:30 at Bangkok - Session #2 Chair(s): Artem Pelenitsyn

This paper discusses code anomalies — code fragments that are written in some way that is not typical for the programming language community. Such code fragments are useful to language creators as performance tests or they could provide insights on how to improve the language. With Kotlin as the target language, we discuss how the task of detecting code anomalies for a very large codebase could be solved using well-known anomaly detection techniques. We outline and discuss approaches to obtain code vector representation and to perform anomaly detection on such vectorized data. The paper concludes with our preliminary results.

Wed 18 Jul
Times are displayed in time zone: (GMT+02:00) Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

14:00 - 15:30: ML4PL - Session #2 at Bangkok
Chair(s): Artem PelenitsynCzech Technical University in Prague
ML4PL-2018-papers14:00 - 14:30
Cristina CifuentesOracle Labs, Yang ZhaoOracle Labs, Xingzhong DuOracle Labs, Paddy Krishnan
ML4PL-2018-papers14:30 - 15:00
Nicolás CardozoUniversidad de los Andes, Ivana DusparicTrinity College Dublin, Ireland
ML4PL-2018-papers15:00 - 15:30
Timofey Bryksin, Victor PetukhovITMO University, Kirill SmirenkoSaint Petersburg State University, Nikita PovarovJetBrains