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09/13/2023
Data Pipeline Quality: Influencing Factors, Root Causes of Data-related Issues, and Processing Problem Areas for Developers
Data pipelines are an integral part of various modern data-driven system...
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07/28/2023
Towards Automatic Generation of Amplified Regression Test Oracles
Regression testing is crucial in ensuring that pure code refactoring doe...
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05/18/2023
Analysis of Library Dependency Networks of Package Managers Used in iOS Development
Reusing existing solutions in the form of third-party libraries is commo...
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01/21/2023
The Pipeline for the Continuous Development of Artificial Intelligence Models – Current State of Research and Practice
Companies struggle to continuously develop and deploy AI models to compl...
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05/31/2022
A Replication Study on Predicting Metamorphic Relations at Unit Testing Level
Metamorphic Testing (MT) addresses the test oracle problem by examining ...
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03/19/2022
Data Smells: Categories, Causes and Consequences, and Detection of Suspicious Data in AI-based Systems
High data quality is fundamental for today's AI-based systems. However, ...
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02/10/2021
Quality Assurance for AI-based Systems: Overview and Challenges
The number and importance of AI-based systems in all domains is growing....
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12/17/2019
Probabilistic Software Modeling: A Data-driven Paradigm for Software Analysis
Software systems are complex, and behavioral comprehension with the incr...
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11/15/2019