Human activity recognition using fuzzy proximal support vector machine for multicategory classification.
Scindhiya LaxmiSumit KumarS. K. GuptaPublished in: Knowl. Inf. Syst. (2023)
Keyphrases
- support vector machine
- human activities
- decision boundary
- support vector machine svm
- support vector
- svm classifier
- classification method
- activity recognition
- classification algorithm
- multi class
- machine learning
- classification accuracy
- feature selection
- training data
- binary classifiers
- action recognition
- training set
- knn
- human knowledge
- text classification
- human activity recognition
- feature vectors
- pattern classification
- svm classification
- binary classification
- k nearest neighbor
- feature space
- fuzzy sets
- supervised learning
- feature extraction
- temporal structure
- multi class classification
- high classification accuracy
- smart environments
- gene selection
- hyperplane
- human actions
- fuzzy rules
- active learning
- data streams
- computer vision