Trusting in the Sciences Requires Explainability [From the Editor]

The July issue of
IEEE Signal Processing Magazine
(
SPM
) is a special issue focused on “Explainability in Data Science: Interpretability, Reproducibility, and Replicability.” With increased enthusiasm for machine learning, it is a very timely topic, and I invite every IEEE Signal Processing Society (SPS) member to read these very instructive papers.