-
Perspectives on Data Science for Software Engineering
Author Thomas Zimmermann , Laurie Williams , Tim Menzies
Perspectives on Data Science for Software Engineering presents the best practices of seasoned data miners in software engineering. The idea for this book was created during the 2014 conference at Dagstuhl, an invitation-only gathering of leading computer scientist....
Release Date 2016/07 -
The Art and Science of Analyzing Software Data
Author Thomas Zimmermann , Tim Menzies , Christian Bird
The Art and Science of Analyzing Software Data provides valuable information on analysis techniques often used to derive insight from software data. This book shares best practices in the field generated by leading data scientists, collected from their experience t....
Release Date 2015/09 -
Sharing Data and Models in Software Engineering
Author Fayola Peters , Leandro Minku , Burak Turhan , Ekrem Kocaguneli , Tim Menzies
Data Science for Software Engineering: Sharing Data and Models presents guidance and procedures for reusing data and models between projects to produce results that are useful and relevant. Starting with a background section of practical lessons and warnings for beg....
Release Date 2014/12