Evaluation of Five Classifiers for Children Activity Recognition with Sound as Information Source and Akaike Criterion for Feature Selection.
Antonio García-DomínguezLaura A. Zanella-CalzadaCarlos Eric Galván-TejadaJorge I. Galván-TejadaJosé M. Celaya-PadillaPublished in: MCPR (2019)
Keyphrases
- activity recognition
- feature selection
- information sources
- human activity recognition
- human activities
- support vector
- feature set
- feature subset
- action recognition
- smart home
- feature selection algorithms
- text categorization
- activities of daily living
- transfer learning
- classification accuracy
- training set
- sensory data
- decision trees
- machine learning
- text classification
- smart environments
- feature extraction
- machine learning algorithms
- federated search
- feature space
- training data
- daily activities
- accelerometer data
- heterogeneous information sources
- k nearest neighbor
- model selection
- dimensionality reduction
- support vector machine
- knn
- learning algorithm