423 citations · 1.4k across the 28 of their papers we have counts for
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Lessons Learned to Improve the UX Practices in Agile Projects Involving Data Science and Process Automation
Bruna Ferreira, Silvio Marques, Marcos Kalinowski +2
Context: User-Centered Design and Agile methodologies focus on human issues. Nevertheless, agile methodologies focus on contact with contracting customers and generating value for…
Psychometric Instruments in Software Engineering Research on Personality: Status Quo After Fifty Years
Danilo Almeida Felipe, Marcos Kalinowski, Daniel Graziotin +1
Context: Although software development is a human activity, Software Engineering (SE) research has focused mostly on processes and tools, making human factors underrepresented. Thi…
Towards Perspective-Based Specification of Machine Learning-Enabled Systems
Hugo Villamizar, Marcos Kalinowski, Helio Lopes
Machine learning (ML) teams often work on a project just to realize the performance of the model is not good enough. Indeed, the success of ML-enabled systems involves aligning dat…
Towards Continuous Systematic Literature Review in Software Engineering
Bianca Minetto Napoleão, Fabio Petrillo, Sylvain Hallé +1
Context: New scientific evidence continuously arises with advances in Software Engineering (SE) research. Conventionally, Systematic Literature Reviews (SLRs) are not updated or up…
A Catalogue of Concerns for Specifying Machine Learning-Enabled Systems
Hugo Villamizar, Marcos Kalinowski, Helio lopes
Requirements engineering (RE) activities for machine learning (ML) are not well-established and researched in the literature. Many issues and challenges exist when specifying, desi…