Learning protein binding affinity using privileged information.

Abbasi, Wajid Arshad; Asif, Amina; Ben-Hur, Asa; Minhas, Fayyaz Ul Amir Afsar

Abbasi, Wajid Arshad; Asif, Amina; Ben-Hur, Asa; Minhas, Fayyaz Ul Amir Afsar.

Afiliación

Abbasi WA; Biomedical Informatics Research Laboratory (BIRL), Department of Computer and Information Sciences (DCIS), Pakistan Institute of Engineering and Applied Sciences (PIEAS), Nilore, ISL, 45650, Pakistan.
Asif A; Information Technology Center (ITC), University of Azad Jammu & Kashmir, Muzaffarabad, Azad Kashmir, 13100, Pakistan.
Ben-Hur A; Department of Computer Science, Colorado State University (CSU), Fort Collins, CO, 80523, USA.
Minhas FUAA; Biomedical Informatics Research Laboratory (BIRL), Department of Computer and Information Sciences (DCIS), Pakistan Institute of Engineering and Applied Sciences (PIEAS), Nilore, ISL, 45650, Pakistan.

BMC Bioinformatics ; 19(1): 425, 2018 Nov 15.

Article en En | MEDLINE | ID: mdl-30442086

Asunto(s)

Algoritmos; Biología Computacional/métodos; Aprendizaje Automático; Proteínas/metabolismo; Secuencia de Aminoácidos; Ligandos; Unión Proteica; Proteínas/química; Curva ROC; Reproducibilidad de los Resultados; Máquina de Vectores de Soporte

Palabras clave

Machine learning; Privileged information; Protein binding affinity prediction; Protein-protein interactions

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Algoritmos / Proteínas / Biología Computacional / Aprendizaje Automático Tipo de estudio: Prognostic_studies Idioma: En Año: 2018 Tipo del documento: Article

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