IEEE Transactions on Software Engineering

Papers
(The H4-Index of IEEE Transactions on Software Engineering is 36. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-02-01 to 2024-02-01.)
ArticleCitations
Machine Learning Testing: Survey, Landscapes and Horizons282
Smart Contract Development: Challenges and Opportunities248
The Impact of Class Rebalancing Techniques on the Performance and Interpretation of Defect Prediction Models151
The Art, Science, and Engineering of Fuzzing: A Survey151
Deep Semantic Feature Learning for Software Defect Prediction139
Fault Analysis and Debugging of Microservice Systems: Industrial Survey, Benchmark System, and Empirical Study131
An Empirical Study of Fault Localization Families and Their Combinations112
SEQUENCER: Sequence-to-Sequence Learning for End-to-End Program Repair93
Deep Learning Based Vulnerability Detection: Are We There Yet?90
ARJA: Automated Repair of Java Programs via Multi-Objective Genetic Programming88
Machine Learning-Based Prototyping of Graphical User Interfaces for Mobile Apps84
Defining Smart Contract Defects on Ethereum71
Perceptions, Expectations, and Challenges in Defect Prediction71
RefactoringMiner 2.067
Metamorphic Relations for Enhancing System Understanding and Use64
Automatic Feature Learning for Predicting Vulnerable Software Components61
Service Candidate Identification from Monolithic Systems Based on Execution Traces57
Data Quality Matters: A Case Study on Data Label Correctness for Security Bug Report Prediction57
An Empirical Study of Model-Agnostic Techniques for Defect Prediction Models56
Cognitive Biases in Software Engineering: A Systematic Mapping Study56
Beyond Technical Aspects: How Do Community Smells Influence the Intensity of Code Smells?53
Chaff from the Wheat: Characterizing and Determining Valid Bug Reports52
Checking Smart Contracts With Structural Code Embedding50
Finding Faster Configurations Using FLASH50
A Survey on Adaptive Random Testing49
Mining Fix Patterns for FindBugs Violations49
The Impact of Correlated Metrics on the Interpretation of Defect Models43
Toxic Code Snippets on Stack Overflow42
Comparing Methods for Large-Scale Agile Software Development: A Systematic Literature Review42
The Impact of Mislabeled Changes by SZZ on Just-in-Time Defect Prediction42
How Practitioners Perceive Automated Bug Report Management Techniques41
Rebooting Research on Detecting Repackaged Android Apps: Literature Review and Benchmark40
Automatically Assessing Code Understandability40
Reinforcement-Learning-Guided Source Code Summarization Using Hierarchical Attention38
Revisiting Supervised and Unsupervised Methods for Effort-Aware Cross-Project Defect Prediction38
Automating Intention Mining37
An Empirical Study of Boosting Spectrum-Based Fault Localization via PageRank36
Deep Learning Based Code Smell Detection36
App Store Effects on Software Engineering Practices36
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