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HEALTHINF 2021 - 14th International Conference on Health Informatics; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021(1)
PLoS ONE(1)
Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020(1)
Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2020(1)
A Representation Method for Cellular Lines based on SVM and Text Mining
Conference ObjectAbstract: One important problem in Bioinformatics is the discovery of new interactions between cellular linesPalabras claves:bioinformatics, Machine learning, TEXT MININGAutores:Dutra I., Eduardo Tejera, Iván Carrera IzurietaFuentes:googlescopusCell fishing: A similarity based approach and machine learning strategy for multiple cell lines-compound sensitivity pbkp_rediction
ArticleAbstract: The pbkp_rediction of cell-lines sensitivity to a given set of compounds is a very important factorPalabras claves:Autores:Aminael Sánchez-Rodríguez, Eduardo Tejera, Iván Carrera Izurieta, Karina Beatríz Jimenes-Vargas, Maykel Cruz-Monteagudo, Vinicio Danilo Armijos-Jaramillo, Yunierkis Perez-CastilloFuentes:googlescopusSimple matrix factorization collaborative filtering for drug repositioning on cell lines
Conference ObjectAbstract: The discovery of new biological interactions, such as interactions between drugs and cell lines, canPalabras claves:COLLABORATIVE FILTERING, Drug repositioning, recommender systemsAutores:Dutra I., Eduardo Tejera, Iván Carrera IzurietaFuentes:googlescopusRepresenting Cellular Lines with SVM and Text Processing
Conference ObjectAbstract: A main problem for pbkp_redicting cell line interactions with chemical compounds is the lack of a coPalabras claves:bioinformatics, Knowledge Representation, Machine learningAutores:Dutra I., Eduardo Tejera, Iván Carrera IzurietaFuentes:googlescopus