Ensemble One-vs-One SVM Classifier for Smartphone Accelerometer Activity Recognition.
Quentin BouchutKofi AppiahAhmad LotfiPatrick DickinsonPublished in: HPCC/SmartCity/DSS (2018)
Keyphrases
- activity recognition
- svm classifier
- daily life
- training set
- support vector machine
- support vector
- support vector machine svm
- human activity recognition
- radial basis function kernel
- image classification
- human activities
- daily activities
- action recognition
- feature vectors
- ensemble methods
- smart home
- kernel function
- training data
- semi supervised
- mobile devices
- smart environments
- learning algorithm
- sensory data
- svm classification
- accelerometer data
- feature selection
- transfer learning
- machine learning
- activity analysis
- neural network
- random forest
- active learning
- pattern recognition
- wearable sensors