Sensor and feature selection for an emergency first responders activity recognition system.
Sebastian ScheurerSalvatore TedescoKenneth N. BrownBrendan O'FlynnPublished in: IEEE SENSORS (2017)
Keyphrases
- feature selection
- emergency response
- emergency management
- feature extraction
- sensor data
- text categorization
- text classification
- microarray data
- feature space
- decision making
- human activities
- feature selection algorithms
- sensor networks
- machine learning
- decision support system
- multi sensor
- multi class
- sensor fusion
- classification accuracy
- public safety
- small sample
- sensor data streams
- feature subset
- activity patterns
- real time
- information sharing
- support vector
- management system
- feature set
- decision support
- recognition process
- discriminative features
- mutual information
- feature ranking
- model selection
- knn
- irrelevant features
- gene expression data
- sensor readings
- social networks
- damage assessment
- disaster response
- data mining