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Automatic Classification of UML Sequence Diagrams from Images
(2019-11-12)
Academia’s lack of UML artifacts has been an impediment in researching UML and its implication in software development. This has initiated the conception of the UML repository, which is a platform were researchers can share ...
Tools evolving AI systems via experiment management: A survey of machine learning practitioners
(2023-04-28)
Artificial intelligence employs machine learning to create intelligent systems. Experiment management tools have been created to support machine learning practitioners in their development efforts relating to the management ...
Predicting Time Series Data collected from Software Measurements with Machine Learning Approaches
(2016-06-27)
The objective of this paper is to highlight the
implementation of machine learning forecasting approaches in
software development. The concept of data mining has been used
in different areas in the industry. There is ...
A Software Process Workflow for Smart Anomaly Detection Systems
(2023-08-16)
The use of smart anomaly detection systems is set to increase at organisations during the Industry 4.0 era, for use in Predictive Maintenance (PdM). The European Spallation Source (ESS) serves as a representative organization ...
Code smells in machine learning pipelines: an MSR sample study
(2022-12-22)
As technical debt in software engineering projects continues to negatively impact the development process, this study focuses on technical debt in form of code smells in machine learning pipelines and in code written by ...