Hybridization of Blind Source Separation and Rough Sets for Proteomic Biomarker Indentification.
Grzegorz M. BoratynTomasz G. SmolinskiJacek M. ZuradaMariofanna G. MilanovaSudeepa BhattacharyyaLarry J. SuvaPublished in: ICAISC (2004)
Keyphrases
- rough sets
- blind source separation
- proteomic data
- mass spectrometry data
- mass spectrometry
- rough set theory
- independent component analysis
- non stationary
- fuzzy sets
- source separation
- blind separation
- decision rules
- data mining
- fuzzy logic
- granular computing
- speech signal
- pattern recognition
- sparse representation
- negative matrix factorization
- rough sets theory
- data analysis
- factor analysis
- soft computing
- neural network
- text mining
- hidden markov models
- decision making
- nearest neighbor