280 citations · 484 across the 26 of their papers we have counts for
5 papers · 1 filter
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…
Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification
Dogan Altan, Mohammad Etemad, Dusica Marijan +1
Vessel navigation is influenced by various factors, such as dynamic environmental factors that change over time or static features such as vessel type or depth of the ocean. These…
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…