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. .

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. The papers are organized in topical tracks: mobile computing; machine learning/deep learning; dependable systems; and emerging applications.