BiLSTM-MLAM: A Multi-Scale Time Series Prediction Model for Sensor Data Based on Bi-LSTM and Local Attention Mechanisms.
Yongxin FanQian TangYangming GuoYifei WeiPublished in: Sensors (2024)
Keyphrases
- sensor data
- prediction model
- multiscale
- exponential smoothing
- sensor networks
- regression model
- data streams
- response surface methodology
- sensor measurements
- sensor readings
- smart environments
- stepwise regression
- bp neural network
- visual attention
- multiple sensors
- neural network
- human activities
- customer churn
- raw sensor data
- sensor data streams
- earth observation
- forecasting model
- wavelet neural network
- recurrent neural networks
- sensory data
- non stationary
- autoregressive
- physical objects
- wireless sensor networks