Using the entrapment sequence method as a standard to evaluate key steps of proteomics data analysis process.
Xiao-dong FengLi-wei LiJian-hong ZhangYun-ping ZhuCheng ChangKun-xian ShuJie MaPublished in: BMC Genom. (2017)
Keyphrases
- data analysis
- detection method
- synthetic data
- experimental evaluation
- high accuracy
- iterative process
- similarity measure
- objective function
- computational complexity
- multi step
- matching process
- fully automatic
- classification method
- clustering method
- data mining
- dynamic programming
- data processing
- cost function
- principal component analysis
- denoising
- support vector machine
- classification accuracy
- optimization process
- diffusion process
- recognition process
- preprocessing