Sensor Arrangement for Classification of Life Activities with Pyroelectric Sensors - Arrangement to Save Sensors and to Quasi-Maximize Classification Precision.
Taketoshi MoriRyo UrushibataHiroshi NoguchiMasamichi ShimosakaHiromi SanadaTomomasa SatoPublished in: J. Robotics Mechatronics (2011)
Keyphrases
- classification accuracy
- sensor networks
- sensor data
- pattern recognition
- automatic classification
- benchmark datasets
- text classification
- machine learning
- pattern classification
- classification algorithm
- support vector machine svm
- decision trees
- classification systems
- feature space
- classification scheme
- classification rules
- feature selection
- cost sensitive
- sensor readings
- feature vectors
- real time
- multi sensor
- classification models
- machine learning methods
- data fusion
- support vector
- preprocessing
- training samples
- training set