TraceSim: a method for calculating stack trace similarity

Author:

Vasiliev Roman1ORCID,Koznov Dmitrij2ORCID,Chernishev George2ORCID,Khvorov Aleksandr3ORCID,Luciv Dmitry2ORCID,Povarov Nikita1ORCID

Affiliation:

1. JetBrains, Russia

2. Saint-Petersburg State University, Russia

3. JetBrains, Russia / ITMO University, Russia

Publisher

ACM

Reference28 articles.

1. J. Bergstra R. Bardenet Y. Bengio and B. Kégl. 2011. Algorithms for HyperParameter Optimization ( NIPS'11). 2546-2554. J. Bergstra R. Bardenet Y. Bengio and B. Kégl. 2011. Algorithms for HyperParameter Optimization ( NIPS'11). 2546-2554.

2. J. Bergstra D. Yamins and D.D. Cox. 2013. Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures (ICML'13). JMLR.org I-115-I-123. J. Bergstra D. Yamins and D.D. Cox. 2013. Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures (ICML'13). JMLR.org I-115-I-123.

3. M. Brodie etal 2005. Quickly Finding Known Software Problems via Automated Symptom Matching (ICAC'05). 101-110. https://doi.org/10.1109/ICAC. 2005.49 10.1109/ICAC.2005.49 M. Brodie et al. 2005. Quickly Finding Known Software Problems via Automated Symptom Matching (ICAC'05). 101-110. https://doi.org/10.1109/ICAC. 2005.49 10.1109/ICAC.2005.49

4. The unreasonable effectiveness of traditional information retrieval in crash report deduplication

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2. DeepLSH: Deep Locality-Sensitive Hash Learning for Fast and Efficient Near-Duplicate Crash Report Detection;Proceedings of the IEEE/ACM 46th International Conference on Software Engineering;2024-04-12

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5. DeepCrash: deep metric learning for crash bucketing based on stack trace;Proceedings of the 6th International Workshop on Machine Learning Techniques for Software Quality Evaluation;2022-11-07

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