Review
Open access
Jul 2026
Machine Learning Lifecycle: A Survey
A rigorous, comprehensive mapping of the ML lifecycle domain between 2015 and 2025 using the PRISMA protocol is provided and a preliminary conceptual layout for an Adaptive Lifecycle Framework (ALF) is introduced, juxtaposing it with legacy paradigms like CRISP-DM.
Ioannis-John Kosmas, T. Papadopoulos, C. Michalakelis
· AppliedMath · 0 citations