AllerTOP v.2 - A server for in silico prediction of allergens

Journal of Molecular Modeling

Volumn 20, Issue 6, 2014, Pages

  Dimitrov, Ivan ^a   Bangov, Ivan ^b   Flower, Darren R ^c   Doytchinova, Irini ^a  

^a MEDICAL UNIVERSITY OF SOFIA   (Bulgaria)

^b SHUMEN UNIVERSITY   (Bulgaria)

^c ASTON UNIVERSITY   (United Kingdom)

Author keywords

ACC transformation; Allergen prediction; Decision tree; E descriptors; k nearest neighbours; Logistic regression; Multilayer perceptrone; Na ve bayes; Random forest

Indexed keywords

ALLERGEN; AMINO ACID; PROTEIN;

ACCURACY; ALLERGY; ARTICLE; BAYES THEOREM; BIOINFORMATICS; CLASSIFICATION; COMPUTER MODEL; DECISION TREE; LOGISTIC REGRESSION ANALYSIS; MACHINE LEARNING; ONLINE SYSTEM; PRIORITY JOURNAL; RANDOM FOREST; AMINO ACID SEQUENCE; ARTIFICIAL INTELLIGENCE; BIOLOGY; CHEMISTRY; COMPARATIVE STUDY; DECISION SUPPORT SYSTEM; HUMAN; HYPERSENSITIVITY; IMMUNOLOGY; PROCEDURES; PROTEIN DATABASE; REPRODUCIBILITY; RISK ASSESSMENT; RISK FACTOR; STATISTICAL MODEL; STRUCTURE ACTIVITY RELATION;

ALLERGENS; AMINO ACID SEQUENCE; ARTIFICIAL INTELLIGENCE; BAYES THEOREM; COMPUTATIONAL BIOLOGY; DATABASES, PROTEIN; DECISION SUPPORT TECHNIQUES; DECISION TREES; HUMANS; HYPERSENSITIVITY; LOGISTIC MODELS; PROTEINS; REPRODUCIBILITY OF RESULTS; RISK ASSESSMENT; RISK FACTORS; STRUCTURE-ACTIVITY RELATIONSHIP;

EID: 84901583210     PISSN: 16102940     EISSN: 09485023     Source Type: Journal    
DOI: 10.1007/s00894-014-2278-5     Document Type: Article

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