• Bayesian change-point detection on multi-source temporal sequences of observations with mixed statistical type and high dimension Local observation models for support alignment adaptive methodology Explainability the contribution each source to global Real-world experiments smartphone-based monitoring dataset healthcare In this work we address problem (CPD) high-dimensional, multi-source, het...