Advanced analytics and learning on temporal data : 7th ECML PKDD Workshop AALTD 2022 Grenoble France September 19 23 2022 : revised selected papers This book constitutes the refereed proceedings of the 7th ECML PKDD Workshop AALTD 2022 held in Grenoble France during September 19 23 2022. The 12 full papers included in this book were carefully reviewed and selected from 21 submissions. They were organized in topical sections as follows: Oral presentation and poster presentation