51 citations · 131 across the 10 of their papers we have counts for
9 papers · 1 filter
Evaluating Assurance Cases as Text-Attributed Graphs for Structure and Provenance Analysis
Fariz Ikhwantri, Dusica Marijan
An assurance case is a structured argument document that justifies claims about a system's requirements or properties, which are supported by evidence. In regulated domains, these…
Software Testing for Machine Learning
Dusica Marijan, Arnaud Gotlieb
Machine learning has become prevalent across a wide variety of applications. Unfortunately, machine learning has also shown to be susceptible to deception, leading to errors, and e…
Industry-academia research collaboration and knowledge co-creation: Patterns and anti-patterns
Dusica Marijan, Sagar Sen
Increasing the impact of software engineering research in the software industry and the society at large has long been a concern of high priority for the software engineering commu…
Industry-Academia Research Collaboration in Software Engineering: The Certus Model
Dusica Marijan, Arnaud Gotlieb
Context: Research collaborations between software engineering industry and academia can provide significant benefits to both sides, including improved innovation capacity for indus…
Comparative Study of Machine Learning Test Case Prioritization for Continuous Integration Testing
Dusica Marijan
There is a growing body of research indicating the potential of machine learning to tackle complex software testing challenges. One such challenge pertains to continuous integratio…
DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing
Aizaz Sharif, Dusica Marijan, Marius Liaaen
Continuous integration testing is an important step in the modern software engineering life cycle. Test prioritization is a method that can improve the efficiency of continuous int…