An empirical study: Use autoencoder model to determine the abnormal data.
Yun-Jie LiJhao-Yin LiHao-Yu KaoYi-Lin TsaiPublished in: APNOMS (2023)
Keyphrases
- parameter estimation
- data collection
- data sets
- database
- data processing
- data analysis
- training data
- data points
- statistical analysis
- expert knowledge
- original data
- raw data
- high quality
- database systems
- spatial data
- measurement data
- measured data
- data samples
- neural network
- learning algorithm
- statistical methods
- mathematical model
- synthetic data
- computer systems
- high dimensional data
- data quality
- prior knowledge
- simulation data
- image data
- input data
- empirical data
- historical data
- learning models
- xml documents
- data mining
- objective function
- access control
- temporal information
- experimental data
- probability distribution
- computational model