MICAR: multi-inhabitant context-aware activity recognition in home environments

• Published in: Distributed and parallel databases : an international journal Vol. 41; no. 4; pp. 571 - 602
• Main Authors: Arrotta, Luca, Bettini, Claudio, Civitarese, Gabriele
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.12.2023; Springer Nature B.V
• Subjects: Active learning; Activity recognition; Classifiers; Computer Science; Context; Data Structures; Database Management; Information Systems Applications (incl.Internet); Machine learning; Memory Structures; Operating Systems; Reasoning; Semantics; Semi-supervised learning; Sensors; Smart buildings; Special Issue on Best of MDM 2020; Activity recognition; Multi-inhabitant; Smart-home; Semi-supervised learning

The sensor-based recognition of Activities of Daily Living (ADLs) in smart-home environments enables several important applications, including the continuous monitoring of fragile subjects in their homes for healthcare systems. The majority of the approaches in the literature assume that only one re...