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» Discovering Characteristic Actions from On-Body Sensor Data
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ISWC
2006
IEEE
13 years 10 months ago
Discovering Characteristic Actions from On-Body Sensor Data
We present an approach to activity discovery, the unsupervised identification and modeling of human actions embedded in a larger sensor stream. Activity discovery can be seen as ...
David Minnen, Thad Starner, Irfan A. Essa, Charles...
ICMCS
2005
IEEE
145views Multimedia» more  ICMCS 2005»
13 years 10 months ago
Recognizing and Discovering Human Actions from On-Body Sensor Data
David Minnen, Thad Starner, Jamie A. Ward, Paul Lu...
ICDM
2007
IEEE
145views Data Mining» more  ICDM 2007»
13 years 10 months ago
Using Data Mining to Estimate Missing Sensor Data
Estimating missing sensor values is an inherent problem in sensor network applications; however, existing data estimation approaches do not apply well to the context of datastream...
Le Gruenwald, Hamed Chok, Mazen Aboukhamis
JSAC
2010
194views more  JSAC 2010»
13 years 2 months ago
Burst communication by means of buffer allocation in body sensor networks: Exploiting signal processing to reduce the number of
Abstract—Monitoring human movements using wireless sensory devices promises to revolutionize the delivery of healthcare services. Such platforms use inertial information of their...
Hassan Ghasemzadeh, Vitali Loseu, Sarah Ostadabbas...
DMSN
2008
ACM
13 years 6 months ago
Stream-based macro-programming of wireless sensor, actuator network applications with SOSNA
Wireless sensor, actuator networks (WSANs) distinguish themselves from wireless sensor networks by the need to coordinate actuators' actions, real-time constraints on communi...
Marcin Karpinski, Vinny Cahill