Research group

Machine Learning Methods in Software Engineering

Publications

RefactorInsight: Enhancing IDE Representation of Changes in Git with Refactorings Information

November 2021

Zarina Kurbatova, Vladimir Kovalenko, Ioana Savu, Bob Brockbernd, Dan Andreescu, Matei Anton, Roman Venediktov, Elena Tikhomirova, and Timofey Bryksin

36th IEEE/ACM International Conference on Automated Software Engineering (ASE'21)

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Infrastructure in Code: Towards Developer-Friendly Cloud Applications

November 2021

Vladislav Tankov, Dmitriy Valchuk, Yaroslav Golubev, and Timofey Bryksin

36th IEEE/ACM International Conference on Automated Software Engineering (ASE'21)

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PyNose: A Test Smell Detector For Python

November 2021

Tongjie Wang, Yaroslav Golubev, Oleg Smirnov, Jiawei Li, Timofey Bryksin, and Iftekhar Ahmed

36th IEEE/ACM International Conference on Automated Software Engineering (ASE'21)

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Revizor: A Data-Driven Approach to Automate Frequent Code Changes Based on Graph Matching

November 2021

Oleg Smirnov, Artyom Lobanov, Yaroslav Golubev, Elena Tikhomirova, and Timofey Bryksin

36th IEEE/ACM International Conference on Automated Software Engineering (ASE'21)

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On the Nature of Code Cloning in Open-Source Java Projects

October 2021

Yaroslav Golubev and Timofey Bryksin

15th International Workshop on Software Clones (IWSC'21)

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Sorrel: an IDE Plugin for Managing Licenses and Detecting License Incompatibilities

September 2021

Dmitry Pogrebnoy, Ivan Kuznetsov, Yaroslav Golubev, Vladislav Tankov, and Timofey Bryksin

37th International Conference on Software Maintenance and Evolution (ICSME'21)

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Authorship Attribution of Source Code: A Language-Agnostic Approach and Applicability in Software Engineering

August 2021

Egor Bogomolov, Vladimir Kovalenko, Alberto Bacchelli, and Timofey Bryksin

The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE'21)

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One Thousand and One Stories: A Large-Scale Survey of Software Refactoring

August 2021

Yaroslav Golubev, Zarina Kurbatova, Eman Abdullah AlOmar, Timofey Bryksin, and Mohamed Wiem Mkaouer

The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE'21)

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Unsupervised Learning of General-Purpose Embeddings for Code Changes

August 2021

Mikhail Pravilov, Egor Bogomolov, Yaroslav Golubev, and Timofey Bryksin

5th International Workshop on Machine Learning Techniques for Software Quality Evolution (MaLTeSQuE'21)

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Changes from the Trenches: Should We Automate Them?

May 2021

Yaroslav Golubev, Jiawei Li, Viacheslav Bushev, Timofey Bryksin, and Iftekhar Ahmed

arXiv pre-print

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PSIMiner: A Tool for Mining Rich Abstract Syntax Trees from Code

May 2021

Egor Spirin, Egor Bogomolov, Vladimir Kovalenko, and Timofey Bryksin

18th International Conference on Mining Software Repositories (MSR'21)

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TaskTracker-tool: a Toolkit for Tracking of Code Snapshots and Activity Data During Solution of Programming Tasks

March 2021

Elena Lyulina, Anastasiia Birillo, Vladimir Kovalenko, andTimofey Bryksin

2021 ACM SIGCSE Technical Symposium (SIGCSE'21)

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Multi-Threshold Token-Based Code Clone Detection

March 2021

Yaroslav Golubev, Viktor Poletansky, Nikita Povarov, and Timofey Bryksin

28th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER'21)

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Comparing Block-based Programming Models for Two-armed Robots

September 2020

Nico Ritschel, Vladimir Kovalenko, Reid Holmes, Ron Garcia, and David C. Shepherd

IEEE Transactions on Software Engineering

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Sosed: a Tool for Finding Similar Software Projects

September 2020

Egor Bogomolov, Yaroslav Golubev, Artyom Lobanov, Vladimir Kovalenko and Timofey Bryksin

35th IEEE/ACM International Conference on Automated Software Engineering (ASE'20)

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Pandemic Programming: How COVID-19 Affects Software Developers And How Their Organizations Can Help

September 2020

Paul Ralph, Sebastian Baltes, Gianisa Adisaputri, Richard Torkar, Vladimir Kovalenko, Marcos Kalinowski, Nicole Novielli, Shin Yoo, Xavier Devroey, Xin Tan, Minghui Zhou, Burak Turhan, Rashina Hoda, Hideaki Hata, Gregorio Robles, Amin Milani Fard, and Rana Alkadhi

Empirical Software Engineering (EMSE)

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Recommendation of Move Method Refactoring Using Path-Based Representation of Code

June 2020

Zarina Kurbatova, Ivan Veselov, Yaroslav Golubev and Timofey Bryksin

4th International Workshop on Refactoring (IWoR'20)

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A Study of Potential Code Borrowing and License Violations in Java Projects on GitHub

June 2020

Yaroslav Golubev, Maria Eliseeva, Nikita Povarov and Timofey Bryksin

17th International Conference on Mining Software Repositories (MSR'20)

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Using Large-Scale Anomaly Detection on Code to Improve Kotlin Compiler

June 2020

Timofey Bryksin, Victor Petukhov, Ilya Alexin, Stanislav Prikhodko, Alexey Shpilman, Vladimir Kovalenko and Nikita Povarov

17th International Conference on Mining Software Repositories (MSR'20)

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Building Implicit Vector Representations of Individual Coding Style

June 2020

Vladimir Kovalenko, Egor Bogomolov, Timofey Bryksin and Alberto Bacchelli

13th International Workshop on Cooperative and Human Aspects of Software Engineering (CHASE'20)

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Visualization of Methods Changeability Based on VCS Data

June 2020

Sergey Svitkov and Timofey Bryksin

17th International Conference on Mining Software Repositories (MSR'20)

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Kotless: a Serverless Framework for Kotlin

November 2019

Vladislav Tankov, Yaroslav Golubev, andTimofey Bryksin

34th IEEE/ACM International Conference on Automated Software Engineering (ASE'19)

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Automatic Classification of Error Types in Solutions to Programming Assignments at Online Learning Platform

June 2019

Artyom Lobanov, Timofey Bryksin, and Alexey Shpilman

The 20th International Conference on Artificial Intelligence in Education (AIED'19)

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Evaluation of Move Method Refactorings Recommendation Algorithms: Are We Doing It Right?

May 2019

Evgenii Novozhilov, Ivan Veselov, Mikhail Pravilov, and Timofey Bryksin

3rd International Workshop on Refactoring (IWoR'19)

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PathMiner: A Library for Mining of Path-Based Representations of Code

May 2019

Vladimir Kovalenko, Egor Bogomolov, Timofey Bryksin, and Alberto Bacchelli

16th International Conference on Mining Software Repositories (MSR'19)

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Mining File Histories: Should We Consider Branches?

September 2018

Vladimir Kovalenko, Fabio Palomba, and Alberto Bacchelli

33rd ACM/IEEE International Conference on Automated Software Engineering (ASE'18)

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Automatic Recommendation of Move Method Refactorings Using Clustering Ensembles

September 2018

Timofey Bryksin, Evgenii Novozhilov, and Aleksei Shpilman

2nd International Workshop on Refactoring (IWoR'18)

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Does Reviewer Recommendation Help Developers?

September 2018

Vladimir Kovalenko, Nava Tintarev, Evgeny Pasynkov, Christian Bird, and Alberto Bacchelli

IEEE Transactions on Software Engineering

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Detecting Anomalies in Kotlin Code

July 2018

Timofey Bryksin, Victor Petukhov, Kirill Smirenko, and Nikita Povarov

2nd International Workshop on Machine Learning techniques for Programming Languages (ML4PL'18)

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Automated Refactoring of Object-Oriented Code Using Clustering Ensembles

June 2018

Timofey Bryskin, Alexey Shpilman, and Daniel Kudenko

AAAI Workshop on Natural Language Processing for Software Engineering (NLP4SE'18)

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Code Review for Newcomers: Is It Different?

May 2018

Vladimir Kovalenko and Alberto Bacchelli

11th International Workshop on Cooperative and Human Aspects of Software Engineering (CHASE'18)

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Data-Based Code Synthesis in IntelliJ IDEA

April 2018

Vladislav Tankov and Timofey Bryksin

3rd Conference on Software Engineering and Information Management (SEIM'18)

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