Accelerated SVM Algorithm for Sensors Fusion-based Activity Classification in Lightweighted Edge Devices.
Juneseo ChangMyeongjin KangDaejin ParkPublished in: ICCE (2022)
Keyphrases
- support vector machine svm
- classification algorithm
- classification method
- multi class classification
- support vector
- computational complexity
- learning algorithm
- machine learning
- optimal solution
- fusion algorithm
- knn
- support vector machine
- data fusion
- objective function
- preprocessing
- np hard
- multi class
- optimal parameters
- training speed
- cost sensitive
- expectation maximization
- feature set
- classification accuracy
- feature vectors
- training set
- feature space
- feature extraction
- decision trees
- feature selection