Probabilistic Interaction Network of Evidence Algorithm and its Application to Complete Labeling of Peak Lists from Protein NMR Spectroscopy

• Published in: PLoS computational biology Vol. 5; no. 3; p. e1000307
• Main Authors: Bahrami, Arash, Assadi, Amir H., Markley, John L., Eghbalnia, Hamid R.
• Format: Journal Article
• Language: English
• Published: United States Public Library of Science 01.03.2009; Public Library of Science (PLoS)
• Subjects: Algorithms; Binding Sites; Biophysics/Experimental Biophysical Methods; Biotechnology/Protein Chemistry and Proteomics; Chemical Biology/Protein Chemistry and Proteomics; Computational Biology; Data Interpretation, Statistical; Isotope Labeling - methods; Magnetic Resonance Spectroscopy - methods; Mathematics; NMR; Nuclear magnetic resonance; Protein Binding; Protein Interaction Mapping - methods; Proteins; Proteins - analysis; Proteins - chemistry; Spectrum analysis; Studies; Proteins; Data Interpretation, Statistical; Algorithms; Magnetic Resonance Spectroscopy; Isotope Labeling; Protein Binding; Binding Sites; Protein Interaction Mapping

The process of assigning a finite set of tags or labels to a collection of observations, subject to side conditions, is notable for its computational complexity. This labeling paradigm is of theoretical and practical relevance to a wide range of biological applications, including the analysis of dat...