15 citations · 35 across the 5 of their papers we have counts for
3 papers · 1 filter
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…
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…
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…