Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor.
Wenjie LuoZhenyu YanQun SongRui TanPublished in: ACM Trans. Sens. Networks (2023)
Keyphrases
- experimental data
- computational model
- prior knowledge
- data processing
- data sets
- test data
- data collection
- database
- network structure
- simulation data
- measured data
- data analysis
- high dimensional
- probabilistic model
- learning models
- data acquisition
- statistical methods
- mathematical model
- high level
- input data
- databases
- artificial intelligence
- synthetic data
- physical models
- raw data
- original data
- data quality
- data points
- expert knowledge
- sensory data
- sensor measurements
- statistical model
- markov random field
- domain specific
- image data
- probability distribution
- end users
- computer science
- data streams
- training data
- similarity measure
- real time