15 citations · 35 across the 5 of their papers we have counts for
6 papers
From One-Shot Generation to Incremental Music Composition: Adapting a General-Purpose Instruction LLM for Persistent Symbolic Editing
André Ricardo Ducca Fernandes, Jean-Pierre Briot, Simone Diniz Junqueira Barbosa1 +1
Most music-generation systems are still framed and evaluated primarily as producers of complete outputs, whereas composition often proceeds through successive revisions to a shared…
Agile Minds, Innovative Solutions, and Industry-Academia Collaboration: Lean R&D Meets Problem-Based Learning in Software Engineering Education
Lucas Romao, Marcos Kalinowski, Clarissa Barbosa +3
[Context] Software Engineering (SE) education constantly seeks to bridge the gap between academic knowledge and industry demands, with active learning methods like Problem-Based Le…
A Systematic Mapping Study and Practitioner Insights on the Use of Software Engineering Practices to Develop MVPs
Silvio Alonso, Marcos Kalinowski, Bruna Ferreira +2
[Background] The MVP concept has influenced the way in which development teams apply Software Engineering practices. However, the overall understanding of this influence of MVPs on…
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…