Semi-supervised LC/MS alignment for differential proteomics.
Bernd FischerJonas GrossmannVolker RothWilhelm GruissemSacha BaginskyJoachim M. BuhmannPublished in: ISMB (Supplement of Bioinformatics) (2006)
Keyphrases
- semi supervised
- word alignment
- semi supervised learning
- unlabeled data
- image alignment
- pairwise
- labeled data
- multi view
- unsupervised learning
- mass spectra
- active learning
- supervised learning
- semi supervised clustering
- statistical learning
- labeled examples
- pairwise constraints
- dynamic time warping
- manifold learning
- high throughput
- sequence alignment
- subspace learning
- computational methods
- label propagation
- mass spectrometry
- multiple sequence alignment
- constrained clustering
- background knowledge
- global alignment