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Mining software repositories for adaptive change commits using machine learning techniques

https://doi.org/10.1016/j.infsof.2019.01.008
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/bltj.2229openalex-snapshot
Predicting risk of software changes
inferredcites →https://doi.org/10.1002/smr.335openalex-snapshot
Indirectly predicting the maintenance effort of open‐source software
inferredcites →https://doi.org/10.1007/bf00153759openalex-snapshot
Instance-Based Learning Algorithms
inferredcites →https://doi.org/10.1016/c2009-0-19715-5openalex-snapshot
Data Mining: Practical Machine Learning Tools and Techniques
inferredcites →https://doi.org/10.1016/j.jss.2012.04.053openalex-snapshot
Automated, highly-accurate, bug assignment using machine learning and tossing graphs
inferredcites →https://doi.org/10.1023/a:1025368318006openalex-snapshot
Determining the Distribution of Maintenance Categories: Survey versus Measurement
inferredcites →https://doi.org/10.1080/00401706.1999.10485612openalex-snapshot
Applied Multivariate Statistical Analysis
inferredcites →https://doi.org/10.1080/01621459.1983.10477973openalex-snapshot
Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation
inferredcites →https://doi.org/10.1109/32.988708openalex-snapshot
Estimation and prediction metrics for adaptive maintenance effort of object-oriented systems
inferredcites →https://doi.org/10.1109/ase.2015.56openalex-snapshot
CLAMI: Defect Prediction on Unlabeled Datasets (T)
inferredcites →https://doi.org/10.1109/asew.2008.4686322openalex-snapshot
On the nature of commits
inferredcites →https://doi.org/10.1109/csmr.2004.1281427openalex-snapshot
A metrics-based software maintenance effort model
inferredcites →https://doi.org/10.1109/csmr.2013.1openalex-snapshot
Proceedings of the 2013 17th European Conference on Software Maintenance and Reengineering (CSMR 2013)
inferredcites →https://doi.org/10.1109/esem.2007.43openalex-snapshot
Conceptual Differences Among Functional Size Measurement Methods
inferredcites →https://doi.org/10.1109/icpc.2008.24openalex-snapshot
What's a Typical Commit? A Characterization of Open Source Software Repositories
inferredcites →https://doi.org/10.1109/icpc.2009.5090024openalex-snapshot
Automatically identifying changes that impact code-to-design traceability
inferredcites →https://doi.org/10.1109/icpc.2009.5090025openalex-snapshot
Automatic classication of large changes into maintenance categories
inferredcites →https://doi.org/10.1109/icsm.2000.883028openalex-snapshot
Identifying reasons for software changes using historic databases
inferredcites →https://doi.org/10.1109/icsm.2003.1235399openalex-snapshot
Proceedings International Conference on Software Maintenance ICSM 2003
inferredcites →https://doi.org/10.1109/icsm.2004.1357771openalex-snapshot
Proceedings 20th IEEE International COnference on Software Maintenance
inferredcites →https://doi.org/10.1109/icsm.2008.4658082openalex-snapshot
Duplicate bug reports considered harmful … really?
inferredcites →https://doi.org/10.1109/icsm.2010.5609719openalex-snapshot
A lightweight transformational approach to support large scale adaptive changes
inferredcites →https://doi.org/10.1109/icsm.2013.41openalex-snapshot
Improving Feature Location by Enhancing Source Code with Stereotypes
inferredcites →https://doi.org/10.1109/metrics.2005.28openalex-snapshot
Impact Analysis by Mining Software and Change Request Repositories
inferredcites →https://doi.org/10.1109/scam.2006.6openalex-snapshot
Bug Classification Using Program Slicing Metrics
inferredcites →https://doi.org/10.1109/tai.1995openalex-snapshot
Proceedings of 7th IEEE International Conference on Tools with Artificial Intelligence
inferredcites →https://doi.org/10.1109/tai.1995.479783openalex-snapshot
Chi2: feature selection and discretization of numeric attributes
inferredcites →https://doi.org/10.1109/tse.2007.70773openalex-snapshot
Classifying Software Changes: Clean or Buggy?
inferredcites →https://doi.org/10.1109/tse.2008.35openalex-snapshot
Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings
inferredcites →https://doi.org/10.1145/143062openalex-snapshot
0897915046/International Conference on Software Engineering
inferredcites →https://doi.org/10.1145/1993316.1993537openalex-snapshot
Systematic editing
inferredcites →https://doi.org/10.1145/2597073.2597099openalex-snapshot
Characterizing and predicting blocking bugs in open source projects
inferredcites →https://doi.org/10.1145/337180openalex-snapshot
Proceedings of the 22nd international conference on Software engineering - ICSE '00
inferredcites →https://doi.org/10.1145/337180.337633openalex-snapshot
Effort estimation from change records of evolving software (poster session)
inferredcites →https://doi.org/10.2307/1164825openalex-snapshot
Applied Statistics for the Behavioral Sciences
inferredcites →https://doi.org/10.2307/2531616openalex-snapshot
Applied Multivariate Statistical Analysis.
inferredcites →https://doi.org/10.5555/800253.807723openalex-snapshot
The dimensions of maintenance
inferredcites →https://doi.org/10.5860/choice.49-3305openalex-snapshot
Data mining: concepts and techniques

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s10664-023-10342-7openalex-snapshot
BTLink : automatic link recovery between issues and commits based on pre-trained BERT model
inferred← citeshttps://doi.org/10.1016/j.infsof.2021.106791openalex-snapshot
A systematic process for Mining Software Repositories: Results from a systematic literature review
inferred← citeshttps://doi.org/10.1016/j.jss.2023.111934openalex-snapshot
A survey on machine learning techniques applied to source code
inferred← citeshttps://doi.org/10.1109/acit62805.2024.10877022openalex-snapshot
A Data-Driven Approach Towards Software Regression Testing Quality Optimization
inferred← citeshttps://doi.org/10.1109/compsac57700.2023.00254openalex-snapshot
Commit Classification Into Software Maintenance Activities: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1109/confluence52989.2022.9734131openalex-snapshot
Software Defect Data Collection Framework for Github
inferred← citeshttps://doi.org/10.1109/icics65354.2025.11072959openalex-snapshot
What and Why Commits are Reverted Through API Migrations: A Comparative Study of Open-Source Software Projects
inferred← citeshttps://doi.org/10.1109/ict4da56482.2022.9971350openalex-snapshot
Predicting Software Maintenance Type, Change Impact, and Maintenance Time Using Machine Learning Algorithms
inferred← citeshttps://doi.org/10.1109/ines69513.2026.11661047openalex-snapshot
Commit Classification for Developer Style Profiling Using Transformer Models and Quantitative Change Metrics
inferred← citeshttps://doi.org/10.1109/uemcon59035.2023.10316025openalex-snapshot
Do API Migrations revert commits - A Preliminary Investigation
inferred← citeshttps://doi.org/10.1145/3368691.3368693openalex-snapshot
Retracted on September 10, 2025: Bug types fixed by API-migration: a case study
inferred← citeshttps://doi.org/10.11591/ijece.v10i3.pp2719-2733openalex-snapshot
A study of code change patterns for adaptive maintenance with AST analysis
inferred← citeshttps://doi.org/10.17981/ingecuc.18.1.2022.07openalex-snapshot
VIGHUB: a Technology Forecasting Tool based on Mining Software Repositories
inferred← citeshttps://doi.org/10.3390/math12071012openalex-snapshot
Commit-Level Software Change Intent Classification Using a Pre-Trained Transformer-Based Code Model
inferred← citeshttps://doi.org/10.48550/arxiv.2110.09610openalex-snapshot
A Survey on Machine Learning Techniques for Source Code Analysis
inferred← citeshttps://doi.org/10.55549/epstem.1068608openalex-snapshot
Do API-Migration Changes Introduce New Bugs?
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