Multimodal Sequence Classification of force-based instrumented hand manipulation motions using LSTM-RNN deep learning models.
Abhinaba BhattacharjeeSohel AnwarLexi WhitingerMary Terry LoghmaniPublished in: BHI (2023)
Keyphrases
- learning models
- sequence classification
- recurrent neural networks
- conditional random fields
- sequence data
- hidden markov models
- markov models
- loss function
- machine learning
- nearest neighbor
- learning algorithm
- learning tasks
- semi supervised learning
- graphical models
- higher order
- discriminative learning
- learning problems
- generative model
- machine learning algorithms
- probabilistic model
- information extraction
- classification models
- pairwise
- computer vision
- artificial neural networks
- neural network