Deep Learning for Agile Effort Estimation Have We Solved the Problem Yet?. (arXiv:2201.05401v1 [cs.SE])

In the last decade, several studies have proposed the use of automated
techniques to estimate the effort of agile software development. In this paper
we perform a close replication and extension of a seminal work proposing the
use of Deep Learning for agile effort estimation (namely Deep-SE), which has
set the state-of-the-art since. Specifically, we replicate three of the
original research questions aiming at investigating the effectiveness of
Deep-SE for both within-project and cross-project effort estimation. We
benchmark Deep-SE against …

agile arxiv deep learning learning