Behavior learning in dwelling environments with hidden Markov models

D Bruckner, R Velik - IEEE Transactions on Industrial …, 2010 - ieeexplore.ieee.org
Building automation systems (BASs) have seen widespread distribution also in private
residences over the past few years. The ongoing technological developments in the fields of …

Automated health model generation and refinement

M Goldszmidt, P Bodik, HC Andersen - US Patent 7,962,797, 2011 - Google Patents
The present invention extends to methods, systems, and computer program products for
automatically generating and refining health models. Embodiments of the invention use …

Behavior learning via state chains from motion detector sensors

D Bruckner, B Sallans, R Lang - 2007 2nd Bio-Inspired Models …, 2007 - ieeexplore.ieee.org
A method for the automatic discrimination of sensor and system behavior and construction of
symbols with semantic meaning from simple sensor data is introduced-SCRS (Semantic …

Probabilistic construction of semantic symbols in building automation systems

D Bruckner, B Sallans, G Russ - 2006 4th IEEE International …, 2006 - ieeexplore.ieee.org
A method for the automatic discrimination of sensor and system behavior and construction of
symbols with semantic meaning in a building automation system is introduced-SCRS …

[PDF][PDF] Modeling and predicting software behaviors

JF Bowring - 2006 - Citeseer
Thesis: Statistical summaries of data collected from a software program's executions can
model and predict external behaviors of the program. Software pervades our built …

Behavior recognition and prediction with hidden markov models for surveillance systems

J Mitterbauer, D Bruckner, R Velik - IFAC Proceedings Volumes, 2009 - Elsevier
A method for learning models of a person's behavior in a building is described. The person's
movements and some activities are detected by sensors. From the sensor values a Hidden …