Improving Activity Mining in a Smart Home using Uncertain and Temporal Databases Topics: Intelligent Fault Detection, Diagnosis and Prognostics; Machine Learning in Control Applications; Modeling, Analysis and Control of Discrete-Event Systems; Surveillance, Fault Detection and Diagnosis In Proceedings of the 17th International Conference on Informatics in Control, Automation and Robotics ICINCO - Volume 1, 637-642, 2020