4 citations · 5 across the 4 of their papers we have counts for
4 papers
Perspective of Software Engineering Researchers on Machine Learning Practices Regarding Research, Review, and Education
Anamaria Mojica-Hanke, David Nader Palacio, Denys Poshyvanyk +2
Context: Machine Learning (ML) significantly impacts Software Engineering (SE), but studies mainly focus on practitioners, neglecting researchers. This overlooks practices and chal…
The Rise and Fall(?) of Software Engineering
Antonio Mastropaolo, Camilo Escobar-Velásquez, Mario Linares-Vásquez
Over the last ten years, the realm of Artificial Intelligence (AI) has experienced an explosion of revolutionary breakthroughs, transforming what seemed like a far-off dream into a…
On Using Information Retrieval to Recommend Machine Learning Good Practices for Software Engineers
Laura Cabra-Acela, Anamaria Mojica-Hanke, Mario Linares-Vásquez +1
Machine learning (ML) is nowadays widely used for different purposes and in several disciplines. From self-driving cars to automated medical diagnosis, machine learning models exte…
What are the Machine Learning best practices reported by practitioners on Stack Exchange?
Anamaria Mojica-Hanke, Andrea Bayona, Mario Linares-Vásquez +2
Machine Learning (ML) is being used in multiple disciplines due to its powerful capability to infer relationships within data. In particular, Software Engineering (SE) is one of th…