Timofey Bryksin

Automated Refactoring of Object-Oriented Code Using Clustering Ensembles

2018 · National Conference on Artificial Intelligence

In this paper we are approaching the problem of automatic refactoring detection for object-oriented systems. An approach based on clustering ensembles is proposed, several heuristics to existing algorithms and to filtering and combining their results …

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

2021

The application of machine learning algorithms to source code has grown in the past years. Since these algorithms are quite sensitive to input data, it is not surprising that researchers experiment with input representations. Nowadays, …

Observing Fine-Grained Changes in Jupyter Notebooks During Development Time

2025 · arXiv (Cornell University)

In software engineering research, the analysis of fine-grained logs led to significant innovations in areas such as refactoring, security, and code completion. However, even though computational notebooks are a staple of data science and an …