Novel 3D bio-macromolecular bilinear descriptors for protein science: Predicting protein structural classes

In the present study, we introduce novel 3D protein descriptors based on the bilinear algebraic form in the ℝn space on the coulombic matrix. For the calculation of these descriptors, macromolecular vectors belonging to ℝn space, whose components represent certain amino acid side-chain properties, w...

Full description

Autores:

Tipo de recurso:

Fecha de publicación:

2015

Institución:

Universidad Tecnológica de Bolívar

Repositorio:

Repositorio Institucional UTB

Idioma:

eng

OAI Identifier:

oai:repositorio.utb.edu.co:20.500.12585/9013

Acceso en línea:

https://hdl.handle.net/20.500.12585/9013

Palabra clave:

3D protein descriptor
Bilinear form
Coulombic matrix
LDA
Protein structural classes
Amino acid
Macromolecule
Protein
Amino acid
Discriminant analysis
Matrix
Protein
Three-dimensional modeling
Amino acid analysis
Article
Correlation coefficient
Macromolecule
Mathematical parameters
Nonbiological model
Priority journal
Protein analysis
Protein function
Protein structure
Statistical parameters
Structure analysis
Validation study
Algorithm
Biological model
Biology
Chemical structure
Chemistry
Computer simulation
Macromolecule
Markov chain
Procedures
Protein conformation
Quantitative structure activity relation
Reproducibility
Statistical model
Algorithms
Amino Acids
Computational Biology
Computer simulation
Linear Models
Macromolecular Substances
Models, Biological
Models, Molecular
Protein conformation
Proteins
Quantitative Structure-Activity Relationship
Reproducibility of Results
Stochastic processes

Rights

restrictedAccess

License

http://creativecommons.org/licenses/by-nc-nd/4.0/