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On-line classification of human activity and estimation of walk-run speed from acceleration data using support vector machines.
Andrea Mannini
Angelo Maria Sabatini
Published in:
EMBC (2011)
Keyphrases
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human motion
human body
human activities
video sequences
data sets
sensor data
data analysis
training data
knowledge discovery
feature selection
data sources
data points
sensor networks
action recognition
classification accuracy
email
data streams
artificial intelligence