SERG
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Computational Intelligence for Software Engineering
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Machine Learning for Software Engineering
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Arie van Deursen
Group Leader, Head of Department of Software Technology
Delft University of Technology
Latest
An Exploratory Study of Log Placement Recommendation in an Enterprise System
Assessing Robustness of ML-Based Program Analysis Tools using Metamorphic Program Transformations
ConE: A Concurrent Edit Detection Tool for Large ScaleSoftware Development
Factors Affecting On-Time Delivery in Large-Scale Agile Software Development
Log-based software monitoring: a systematic mapping study
Modeling Team Dynamics for the Characterization and Prediction of Delays in User Stories
Summary of Search-based Crash Reproduction using Behavioral Model Seeding
The Prevalence of Code Smells in Machine Learning projects
Generating Highly-structured Input Data by Combining Search-based Testing and Grammar-based Fuzzing
A benchmark-based evaluation of search-based crash reproduction
AI lifecycle models need to be revised. an exploratory study in fintech
Botsing, a search-based crash reproduction framework for Java
Crash reproduction using helper objectives
Generating highly-structured input data by combining search-based testing and grammar-based fuzzing
Good things come in threes: improving search-based crash reproduction with helper objectives
Questions for data scientists in software engineering: a replication
Search-based crash reproduction using behavioural model seeding
Effective and efficient API misuse detection via exception propagation and search-based testing
Factors affecting cloud infra-service development lead times: a case study at ING
Monitoring-aware IDEs
Perceived relevance of automatic code inspection in end-user development: A study on VBA
Pragmatic software testing education
Releasing fast and slow: an exploratory case study at ING
The delta maintainability model: measuring maintainability of fine-grained code changes
The effects of change decomposition on code review—a controlled experiment
Tracing back log data to its log statement: from research to practice
An exploratory study on faults inweb api integration in a large-scale payment company
Code smells for model-view-controller architectures
FEVER: An approach to analyze feature-oriented changes and artefact co-evolution in highly configurable systems
On the Effectiveness of Automatically Inferred Invariants in Detecting Regression Faults in Spreadsheets
Search-based crash reproduction and its impact on debugging
Search-based test data generation for SQL queries
Single-objective versus multi-objectivized optimization for evolutionary crash reproduction
Software analytics in continuous delivery: a case study on success factors
Software ecosystem call graph for dependency management
The adoption of javascript linters in practice: A case study on eslint
Understanding developers' needs on deprecation as a language feature
A collaborative approach to teaching software architecture
A guided genetic algorithm for automated crash reproduction
An experience report on applying passive learning in a large-scale payment company
Analysing the Linux kernel feature model changes using FMDiff
Effort and cost in software engineering: A comparison of two industrial data sets
Exception handling bug hazards in Android: Results from a mining study and an exploratory survey
Revisiting the practical use of automated software fault localization techniques
Semantic versioning and impact of breaking changes in the Maven repository
Spreadsheet testing in practice
The effects of perceived value and stakeholder satisfaction on software project impact
Why and how JavaScript developers use linters
A validated set of smells in model-view-controller architectures
An exploratory study on functional size measurement based on code
An exploratory study on the effects of perceived value and stakeholder satisfaction on software projects
Delft Students on Software Architecture: DESOSA 2016
Evaluating automatic spreadsheet metadata extraction on a large set of responses from mooc participants
Evolutionary testing for crash reproduction
FEVER: Extracting feature-oriented changes from commits
SATT: Tailoring code metric thresholds for different software architectures
Success factors in managing legacy system evolution: A case study
Visualizing code and coverage changes for code review
Crawl-based analysis of web applications: Prospects and challenges
Detecting and refactoring code smells in spreadsheet formulas
Pricing via functional size-a case study of a company's portfolio of 77 outsourced projects
Supporting developers' coordination in the ide
Testing web applications with state objects
Tracking known security vulnerabilities in proprietary software systems
Work practices and challenges in pull-based development: The integrator's perspective
A Socio-Technical Shift in Software Testing
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