4 citations · 4 across the 6 of their papers we have counts for
4 papers · 1 filter
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…
Towards machine learning guided by best practices
Anamaria Mojica-Hanke
Nowadays, machine learning (ML) is being used in software systems with multiple application fields, from medicine to software engineering (SE). On the one hand, the popularity of M…
An Exploratory Study of Bug-Introducing Changes: Exploring Relationships in Bug-Introducing Changes Towards Causal Understanding
Lukas Schulte, Anamaria Mojica-Hanke, Mario Linares-Vásquez +1
Context: Many studies consider the relation between individual aspects of the software engineering process and bug-introduction, e.g., software testing and code review. These studi…
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…