This book constitutes the thoroughly refereed post-conference proceedings of the 13th International Conference on Mobile Computing, Applications, and Services, MobiCASE 2022, held in Messina, Italy, in November 17-18, 2022. The 9 full papers were carefully reviewed and selected from 25 submissions.

Mobile Computing.- Configuring unconnected embedded devices with smartphones.- Decentralized federated learning methods for reducing communication cost and energy consumption in UAV networks.- Centralized multicasting AODV routing optimized for intermittent cognitive radio ad hoc networks.- Machine Learning/Deep Learning.- YouBrush: Leveraging Edge-Based Machine Learning In Oral Care.- Construction and Evaluation of a Return Prediction Model for One-Way Car Sharing.- Dependable systems.- A Bi-directional Attribute Synchronization Mechanism for Access Control in IoT Environments.- Fault tolerance in cloud manufacturing: An overview.- Emerging Applications.- Investigating the Adoption of Mobile Government from Citizen’s Perspectives in Saudi Arabia.- Search by Pattern in GPS Trajectories.