A Hybrid Data Mining Method for Tunnel Engineering Based on Real-Time Monitoring Data From Tunnel Boring Machines.
Shuo LengJia-Rui LinZhen-Zhong HuXuesong ShenPublished in: IEEE Access (2020)
Keyphrases
- real time
- synthetic data
- input data
- data sets
- detection method
- information loss
- test data
- data acquisition
- database
- missing data
- clustering method
- cost function
- prior knowledge
- noisy data
- data structure
- objective function
- similarity measure
- control system
- dynamic programming
- statistical methods
- preprocessing
- data analysis
- data collection
- statistical analysis
- training samples
- neural network
- original data
- prior information
- correlation analysis
- sensor data
- data processing
- support vector machine
- image data
- xml documents
- pairwise
- training set
- high quality
- training data