Title
Early anomaly detection in smart home: A causal association rule-based approach.
Abstract
•A new method for causal association rules mining.•A method to analyze the CARs to resolve semantic and logic conflicting rules.•Improvement of markov logic network for dynamic ground MLN enabling more flexibility.•A new method for early anomaly detection and relevant actions generation.•A model for data uncertainty management for the entire process.
Year
DOI
Venue
2018
10.1016/j.artmed.2018.06.001
Artificial Intelligence in Medicine
Keywords
Field
DocType
Smart homes,Anomaly detection,Markov logic network,Causal association rules
Intelligent environment,Population,Anomaly detection,Early detection,Data mining,Markov logic network,Computer science,Home automation,Association rule learning,Artificial intelligence,Machine learning
Journal
Volume
ISSN
Citations 
91
0933-3657
0
PageRank 
References 
Authors
0.34
25
3
Name
Order
Citations
PageRank
Hela Sfar121.38
Amel Bouzeghoub219733.26
Badran Raddaoui312.04