Constrained Dynamical Neural ODE for Time Series Modelling: A Case Study on Continuous Emotion Prediction.
Ting DangAntoni DimitriadisJingyao WuVidhyasaharan SethuEliathamby AmbikairajahPublished in: ICASSP (2023)
Keyphrases
- financial time series
- prediction accuracy
- exponential smoothing
- network architecture
- liquid state machine
- moving average
- stock market
- case study
- box jenkins
- prediction error
- neural network
- extreme values
- long term
- multivariate time series
- prediction algorithm
- neural model
- prediction model
- test bed
- learning rules
- hidden markov models
- non stationary
- reinforcement learning
- biologically plausible
- forecasting accuracy
- image sequences
- mackey glass
- fitted q iteration
- facial expressions