Indoor Activity Recognition Using a Hybrid Generative-Discriminative Approach with Hidden Markov Models and Support Vector Machines.
Rim NasfiNizar BouguilaPublished in: ICIT (2022)
Keyphrases
- hidden markov models
- hybrid generative discriminative
- support vector
- learning machines
- markov models
- support vector machine
- speech recognition
- sequence classification
- feature selection
- conditional random fields
- continuous hidden markov models
- viterbi algorithm
- sequential data
- discriminative models
- hidden state
- kernel function
- hyperplane
- training examples
- generative model
- prior knowledge
- hidden states
- multiscale
- training data