Behavioural pattern identification and prediction in intelligent environments

Finding Structure in Time

Jeffrey L. Elman · Cognitive Science · 1990 · 10.8K citations

Social Sciences, Computer Science, Psychology +16

Activity Recognition and Abnormality Detection with the Switching Hidden Semi-Markov Model

T.V. Duong, Hung Bui, Dinh Phung et al. · 2005 · 528 citations · Full text

Computing, Health Informatics, Human Behavior +16

The Neural Network House: An Environment that Adapts to its Inhabitants

Michael C. Mozer · 1998 · 501 citations

Engineering, Architectural Engineering, Computer Science +17

Long-term time series prediction with the NARX network: An empirical evaluation

José Maria P. Menezes, Guilherme A. Barreto · Neurocomputing · 2008 · 451 citations

Computing, Data Science, Forecasting +11

The role of prediction algorithms in the MavHome smart home architecture

Sajal K. Das, Diane J. Cook, A. Battacharya et al. · IEEE Wireless Communications · 2002 · 319 citations

Computing, Autonomous Systems, Data Science +17