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- W3006475160 abstract "Knowledge of the sub-cellular localization of the most diverse class of transcribed RNA, long non-coding RNAs (lncRNAs) will lead us to identify different types of cancers and other diseases as lncRNAs play key role in related cellular functions. In recent days with the exponential growth of known records, it becomes essential to establish new machine learning based techniques to identify the new one due to faster and cheaper solutions provided compared to laboratory methods. In this paper, we propose Locate-R, a novel method for predicting the sub-cellular location of lncRNAs. We have used only n -gapped l -mer composition and l -mer composition as features and select best 655 features to build the model. This model is based locally deep support vector machines which significantly enhance the prediction accuracy with respect to exiting state-of-the-art methods. Our predictor is readily available for use as a stand-alone web application from: http://locate-r.azurewebsites.net/ . • An efficient feature extraction and selection procedure. • An extensible framework/methodology for binary and multi-class classification problems. • A prediction tool available for RNA location prediction." @default.
- W3006475160 created "2020-02-24" @default.
- W3006475160 creator A5008055728 @default.
- W3006475160 creator A5041539298 @default.
- W3006475160 creator A5067504579 @default.
- W3006475160 date "2020-05-01" @default.
- W3006475160 modified "2023-10-16" @default.
- W3006475160 title "Locate-R: Subcellular localization of long non-coding RNAs using nucleotide compositions" @default.
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