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Representing Cellular Lines with SVM and Text Processing

Abstract:

A main problem for pbkp_redicting cell line interactions with chemical compounds is the lack of a computational representation for cell lines. We describe a method for characterizing cell lines from scientific literature. We retrieve and process cell line-related scientific papers, perform a document classification algorithm, and then obtain a description of the information space of each cell line. We have successfully characterized a set of 300+ cell lines.

Año de publicación:

2020

Keywords:

  • Knowledge Representation
  • Machine learning
  • bioinformatics

Fuente:

scopusscopus
googlegoogle

Tipo de documento:

Conference Object

Estado:

Acceso restringido

Áreas de conocimiento:

  • Aprendizaje automático
  • Ciencias de la computación

Áreas temáticas:

  • Ciencias de la computación

Contribuidores:

Dutra I.Dutra I.
Iván Carrera IzurietaIván Carrera Izurieta
Eduardo TejeraEduardo Tejera