CHICKN: extraction of peptide chromatographic elution profiles from large scale mass spectrometry data by means of Wasserstein compressive hierarchical cluster analysis.
Olga PermiakovaRomain GuibertAlexandra KrautThomas FortinAnne-Marie HesseThomas BurgerPublished in: BMC Bioinform. (2021)
Keyphrases
- cluster analysis
- mass spectrometry data
- mass spectrometry
- categorical data
- high throughput
- unsupervised learning
- data clustering
- data analysis
- clustering algorithm
- clustering method
- factor analysis
- data mining
- hierarchical latent class models
- clustering analysis
- data mining techniques
- fuzzy clustering
- pattern classification
- k means
- cluster validity
- mass spectra
- microarray data
- fuzzy c means
- computer vision
- neural network
- databases
- drug discovery
- model selection
- cancer classification
- object recognition
- machine learning