A context-aware approach for long-term behavioural change detection and abnormality prediction in ambient assisted living

作者: Abdur Rahim Mohammad Forkan , Ibrahim Khalil , Zahir Tari , Sebti Foufou , Abdelaziz Bouras

DOI: 10.1016/J.PATCOG.2014.07.007

关键词:

摘要: … We developed a novel change detection framework on top … model it is not possible to detect any behavioural change of a user׳s lifestyle. To detect such changes, we suggested a model …

参考文章(53)
Michael L. Littman, Nishkam Ravi, Preetham Mysore, Nikhil Dandekar, Activity recognition from accelerometer data innovative applications of artificial intelligence. pp. 1541- 1546 ,(2005)
Emmanuel Munguia Tapia, Stephen S. Intille, Kent Larson, Activity Recognition in the Home Using Simple and Ubiquitous Sensors Lecture Notes in Computer Science. pp. 158- 175 ,(2004) , 10.1007/978-3-540-24646-6_10
Thomas A. Gaziano, Walter C. Willett, Courtenay Dusenbury, Pekka Puska, Jeffrey P. Koplan, Rachel Nugent, Prevention of chronic disease by means of diet and lifestyle changes. Disease control priorities in developing countries. pp. 833- 850 ,(2006)
Hideyuki Nakashima, Hamid Aghajan, Juan Carlos Augusto, Handbook of Ambient Intelligence and Smart Environments Kybernetes. ,vol. 40, pp. 1554- 1555 ,(2009) , 10.1108/03684921111169602
Tung-Hsu (Tony) Hou, Wang-Lin Liu, Li Lin, Intelligent remote monitoring and diagnosis of manufacturing processes using an integrated approach of neural networks and rough sets Journal of Intelligent Manufacturing. ,vol. 14, pp. 239- 253 ,(2003) , 10.1023/A:1022911715996
Alessandra Mileo, Davide Merico, Roberto Bisiani, Support for context-aware monitoring in home healthcare ambient intelligence. ,vol. 2, pp. 49- 66 ,(2010) , 10.3233/AIS-2010-0052
Alessandro Copetti, J.C.B. Leite, O. Loques, Mario Fritsch Neves, A decision-making mechanism for context inference in pervasive healthcare environments decision support systems. ,vol. 55, pp. 528- 537 ,(2013) , 10.1016/J.DSS.2012.10.010
Michele Amoretti, Sergio Copelli, Folker Wientapper, Francesco Furfari, Stefano Lenzi, Stefano Chessa, Sensor data fusion for activity monitoring in the PERSONA ambient assisted living project ambient intelligence. ,vol. 4, pp. 67- 84 ,(2013) , 10.1007/S12652-011-0095-6
Tim van Kasteren, Athanasios Noulas, Gwenn Englebienne, Ben Kröse, Accurate activity recognition in a home setting Proceedings of the 10th international conference on Ubiquitous computing - UbiComp '08. pp. 1- 9 ,(2008) , 10.1145/1409635.1409637
Adithyan Palaniappan, R. Bhargavi, V. Vaidehi, Abnormal human activity recognition using SVM based approach international conference on recent trends in information technology. pp. 97- 102 ,(2012) , 10.1109/ICRTIT.2012.6206829