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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)
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scopus(6)
Cell fishing: A similarity based approach and machine learning strategy for multiple cell lines-compound sensitivity prediction
ArticleAbstract: The prediction of cell-lines sensitivity to a given set of compounds is a very important factor in tPalabras claves:Autores:Aminael Sánchez-Rodríguez, Eduardo Tejera, Iván Carrera Izurieta, Karina Beatríz Jimenes-Vargas, Maykel Cruz-Monteagudo, Vinicio Danilo Armijos-Jaramillo, Yunierkis Perez-CastilloFuentes:googlescopusA 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:googlescopusImpressionism in cloud computing a position paper on capacity planning in cloud computing environments
Conference ObjectAbstract: Cloud computing is a model that relies on virtualization and can lower costs to the user by chargingPalabras claves:Capacity planning, CLOUD COMPUTING, Performance evaluation, VirtualizationAutores:Geyer C.R., Iván Carrera IzurietaFuentes:googlescopusMRA++: Scheduling and data placement on MapReduce for heterogeneous environments
ArticleAbstract: MapReduce has emerged as a popular programming model in the field of data-intensive computing. ThisPalabras claves:Data placement, Data-intensive computing, DISTRIBUTED SYSTEMS, mapreduce, schedulingAutores:Anjos J.C.S., Arantes L.B., Geyer C.R., Iván Carrera Izurieta, Kolberg W., Tibola A.L.Fuentes: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 predicting cell line interactions with chemical compounds is the lack of a computPalabras claves:bioinformatics, Knowledge Representation, Machine learningAutores:Dutra I., Eduardo Tejera, Iván Carrera IzurietaFuentes:googlescopus