Human activity recognition based on feature selection in smart home using back-propagation algorithm

Learning patterns of activity using real-time tracking

Chris Stauffer, W. Eric L. Grimson · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 3.2K citations

Computing, Computer Science, Computer Vision +16

Human Activity Recognition and Pattern Discovery

Sumi Helal, Diane J. Cook · IEEE Pervasive Computing · 2010 · 696 citations · Full text

Computing, Geriatric Medicine, Health Informatics +13

Activity Recognition and Monitoring Using Multiple Sensors on Different Body Positions

U. Maurer, Asim Smailagic, Daniel P. Siewiorek et al. · 2006 · 601 citations

Engineering, Health Informatics, Movement Analysis +16

A Knowledge-Driven Approach to Activity Recognition in Smart Homes

Liming Chen, Chris Nugent, Hui Wang · IEEE Transactions on Knowledge and Data Engineering · 2011 · 582 citations · Full text

Computing, Computer Systems, Knowledge Capture +16

SVM-Based Multimodal Classification of Activities of Daily Living in Health Smart Homes: Sensors, Algorithms, and First Experimental Results

Anthony Fleury, Michel Vacher, Norbert Noury · IEEE Transactions on Information Technology in Biomedicine · 2009 · 484 citations · Full text

Nursing, Health Informatics, Assistive Technology +16