Activity Recognition from Physiological Data using Conditional Random Fields

Activity Recognition from Physiological Data using Conditional Random Fields

We describe the application of conditional random fields (CRF) to physiological data modeling for the application of activity recognition. We use the data provided by the Physiological Data Modeling Contest (PDMC), a Workshop at ICML 2004. Data used in PDMC are sequential in nature: they consist of...

Full description

Bibliographic Details
Main Authors: Chieu, Hai Leong, Lee, Wee Sun, Kaelbling, Leslie P.
Format: Article
Language:English
Published: 2005
Subjects:
Machine Learning
Graphical Models
Applications
Online Access:http://hdl.handle.net/1721.1/30197

Internet

http://hdl.handle.net/1721.1/30197

Similar Items