Prediction of the anomeric configuration, type of linkage, and residues in disaccharides from 1D 13C NMR data

Carbohydrate Research

Volumn 346, Issue 7, 2011, Pages 960-972

  Pereira, Florbela ^a  

^a DEPARTAMENTO DE QUÍMICA   (Portugal)

Author keywords

13C NMR; Carbohydrate; Classification tree; Disaccharide; Machine learning techniques; Random Forest

Indexed keywords

13C NMR; CLASSIFICATION TREE; DISACCHARIDE; MACHINE LEARNING TECHNIQUES; RANDOM FORESTS;

CARBOHYDRATES; CHEMICAL SHIFT; DECISION TREES; EXPERIMENTS; GLUCOSE; LEARNING ALGORITHMS; LEARNING SYSTEMS;

DIMERS;

CARBOHYDRATE; DISACCHARIDE; GALACTOSE; GLUCOSE; GLYCOSIDE; MANNOSE;

ARTICLE; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; PRIORITY JOURNAL; RANDOM FOREST; SENSITIVITY AND SPECIFICITY;

ARTIFICIAL INTELLIGENCE; CARBOHYDRATE CONFORMATION; CARBON ISOTOPES; DISACCHARIDES; GALACTOSE; GLUCOSE; ISOMERISM; MANNOSE; NUCLEAR MAGNETIC RESONANCE, BIOMOLECULAR;

EID: 79954632928     PISSN: 00086215     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.carres.2011.02.017     Document Type: Article

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