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Toward static test flakiness prediction: a feasibility study

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What this work says

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

inferredcites →https://doi.org/10.1007/s10664-020-09891-yopenalex-snapshot

The Relation of Test-Related Factors to Software Quality: A Case Study on Apache Systems

inferredcites →https://doi.org/10.1007/s11135-006-9018-6openalex-snapshot

A Caution Regarding Rules of Thumb for Variance Inflation Factors

inferredcites →https://doi.org/10.1109/32.295895openalex-snapshot

A metrics suite for object oriented design

inferredcites →https://doi.org/10.1109/access.2021.3082424openalex-snapshot

Know You Neighbor: Fast Static Prediction of Test Flakiness

inferredcites →https://doi.org/10.1109/agile.2009.35openalex-snapshot

Killing the Gatekeeper: Introducing a Continuous Integration System

inferredcites →https://doi.org/10.1109/ase.2009.17openalex-snapshot

ReAssert: Suggesting Repairs for Broken Unit Tests

inferredcites →https://doi.org/10.1109/concapan.2017.8278488openalex-snapshot

Refactoring improving the design of existing code

inferredcites →https://doi.org/10.1109/icpc52881.2021.00052openalex-snapshot

What is the Vocabulary of Flaky Tests? An Extended Replication

inferredcites →https://doi.org/10.1109/icse.2013.6606750openalex-snapshot

Automated testing of GUI applications: Models, tools, and controlling flakiness

inferredcites →https://doi.org/10.1109/icse.2017.66openalex-snapshot

A Test-Suite Diagnosability Metric for Spectrum-Based Fault Localization Approaches

inferredcites →https://doi.org/10.1109/icse43902.2021.00140openalex-snapshot

FlakeFlagger: Predicting Flakiness Without Rerunning Tests

inferredcites →https://doi.org/10.1109/icsme.2018.00062openalex-snapshot

An Empirical Study of Flaky Tests in Android Apps

inferredcites →https://doi.org/10.1109/icsme.2019.00034openalex-snapshot

How the Experience of Development Teams Relates to Assertion Density of Test Classes

inferredcites →https://doi.org/10.1109/icsme46990.2020.00040openalex-snapshot

Pizza versus Pinsa: On the Perception and Measurability of Unit Test Code Quality

inferredcites →https://doi.org/10.1109/icst.2019.00038openalex-snapshot

iDFlakies: A Framework for Detecting and Partially Classifying Flaky Tests

inferredcites →https://doi.org/10.1109/issre5003.2020.00045openalex-snapshot

Understanding Reproducibility and Characteristics of Flaky Tests Through Test Reruns in Java Projects

inferredcites →https://doi.org/10.1109/msr52588.2021.00034openalex-snapshot

A Replication Study on the Usability of Code Vocabulary in Predicting Flaky Tests

inferredcites →https://doi.org/10.1109/tse.1976.233837openalex-snapshot

A Complexity Measure

inferredcites →https://doi.org/10.1109/tse.2009.50openalex-snapshot

DECOR: A Method for the Specification and Detection of Code and Design Smells

inferredcites →https://doi.org/10.1109/tse.2019.2903057openalex-snapshot

Lightweight Assessment of Test-Case Effectiveness Using Source-Code-Quality Indicators

inferredcites →https://doi.org/10.1145/2610384.2610404openalex-snapshot

Empirically revisiting the test independence assumption

inferredcites →https://doi.org/10.1145/2635868.2635920openalex-snapshot

An empirical analysis of flaky tests

inferredcites →https://doi.org/10.1145/3180155.3180164openalex-snapshot

D e F laker

inferredcites →https://doi.org/10.1145/3180155.3182532openalex-snapshot

On the diffuseness and the impact on maintainability of code smells

inferredcites →https://doi.org/10.1145/3338906.3338945openalex-snapshot

Understanding flaky tests: the developer’s perspective

inferredcites →https://doi.org/10.1145/3377816.3381742openalex-snapshot

A container-based infrastructure for fuzzy-driven root causing of flaky tests

inferredcites →https://doi.org/10.1145/3379597.3387482openalex-snapshot

What is the Vocabulary of Flaky Tests?

inferredcites →https://doi.org/10.1145/3399715.3399954openalex-snapshot

VITRuM

inferredcites →https://doi.org/10.1145/3428270openalex-snapshot

A large-scale longitudinal study of flaky tests

inferredcites →https://doi.org/10.18293/seke2015-099openalex-snapshot

A Software Defect-Proneness Prediction Framework: A new approach using genetic algorithms to generate learning schemes

inferredcites →https://doi.org/10.2307/2344614openalex-snapshot

Generalized Linear Models

inferredcites →https://doi.org/10.5860/choice.46-0935openalex-snapshot

Software testing and analysis: process, principles, and techniques

inferredcites →https://doi.org/10.6084/m9.figshare.14645895openalex-snapshot

Toward Static Test Flakiness Prediction: A Feasibility Study

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.4536718openalex-extracted

Test Code Flakiness in Mobile Apps: The Developer's Perspective

inferred← citeshttps://doi.org/10.1007/978-3-032-12092-2_28openalex-snapshot

Chatting About Flaky Tests with Standard LLMs. An Empirical Exploration

inferred← citeshttps://doi.org/10.1007/s10664-022-10227-1openalex-snapshot

Static test flakiness prediction: How Far Can We Go?

inferred← citeshttps://doi.org/10.1007/s10664-023-10307-wopenalex-snapshot

Empirically evaluating flaky test detection techniques combining test case rerunning and machine learning models

inferred← citeshttps://doi.org/10.1007/s10664-023-10436-2openalex-snapshot

Machine learning-based test smell detection

inferred← citeshttps://doi.org/10.1016/j.infsof.2023.107394openalex-snapshot

Test Code Flakiness in Mobile Apps: The Developer’s Perspective

inferred← citeshttps://doi.org/10.1016/j.infsof.2026.108070openalex-snapshot

DeepFlaky: Deep hybrid representation learning for flaky test prediction

inferred← citeshttps://doi.org/10.1016/j.jss.2026.113118openalex-snapshot

Detecting concurrency-related flaky tests in Android via event read-write conflicts

inferred← citeshttps://doi.org/10.1109/access.2024.3458184openalex-snapshot

A Large-Scale Empirical Investigation Into Cross-Project Flaky Test Prediction

inferred← citeshttps://doi.org/10.1109/ast58925.2023.00018openalex-snapshot

FlakyCat: Predicting Flaky Tests Categories using Few-Shot Learning

inferred← citeshttps://doi.org/10.1109/icsme58944.2024.00078openalex-snapshot

Just-in-Time Flaky Test Detection via Abstracted Failure Symptom Matching

inferred← citeshttps://doi.org/10.1109/icsme64153.2025.00064openalex-snapshot

Efficient Detection of Intermittent Job Failures Using Few-Shot Learning

inferred← citeshttps://doi.org/10.1109/icsr66718.2025.00015openalex-snapshot

Predicting the Root Cause of Flaky Tests Based on Test Smells

inferred← citeshttps://doi.org/10.1109/icst53961.2022.00021openalex-snapshot

Evaluating Features for Machine Learning Detection of Order- and Non-Order-Dependent Flaky Tests

inferred← citeshttps://doi.org/10.1109/tse.2022.3201209openalex-snapshot

Flakify: A Black-Box, Language Model-Based Predictor for Flaky Tests

inferred← citeshttps://doi.org/10.1109/tse.2024.3472476openalex-snapshot

FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair

inferred← citeshttps://doi.org/10.1145/3502771.3502777openalex-snapshot

MaLTeSQuE 2021 Workshop Summary

inferred← citeshttps://doi.org/10.1145/3510454.3522680openalex-snapshot

Static test flakiness prediction

inferred← citeshttps://doi.org/10.1145/3691620.3695261openalex-snapshot

The Importance of Accounting for Execution Failures when Predicting Test Flakiness

inferred← citeshttps://doi.org/10.3390/info15060354openalex-snapshot

The Use of AI in Software Engineering: A Synthetic Knowledge Synthesis of the Recent Research Literature

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