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A survey on Image Data Augmentation for Deep Learning
Article
Article
Connor Shorten; Taghi M. Khoshgoftaar · Journal Of Big Data · 2019
Deep convolutional neural networks have performed remarkably well on many Computer Vision tasks. However, these networks are heavily reliant on big data to avoid overfitting. Overfitting refers to the phenomenon when a n...
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Página del recurso
Metascape provides a biologist-oriented resource for the analysis of systems-level datasets
Article
Article
Yingyao Zhou; Bin Zhou; Lars Pache; Max W. Chang; Alireza Hadj Khodabakhshi; Olga Tanaseichuk; Christopher Benner; Sumit K. Chanda · Nature Communications · 2019
A critical component in the interpretation of systems-level studies is the inference of enriched biological pathways and protein complexes contained within OMICs datasets. Successful analysis requires the integration of ...
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Material complementario
Comprehensive Integration of Single-Cell Data
Article
Article
Tim Stuart; Andrew Butler; Paul Hoffman; Christoph Hafemeister; Efthymia Papalexi; William M. Mauck; Yuhan Hao; Marlon Stoeckius · Cell · 2019
Subjects / keywords: Biology; Computational biology; Data integration; Computer science; Data mining
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Página del recurso
Fast, sensitive and accurate integration of single-cell data with Harmony
Article
Article
Ilya Korsunsky; Nghia Millard; Jean Fan; Kamil Slowikowski; Fan Zhang; Kevin Wei; Yuriy Baglaenko; Michael B. Brenner · Nature Methods · 2019
Subjects / keywords: Data integration; Computer science; Computational biology; Biology; Data mining
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Página del recurso
Data Mining by Using Rule of Space Syntax Theory
Article
Article
Shahla Kharofa · University of Mosul, College of Education for Pure Science · 2019 · ISSN 1812-125X
Data mining is the technique, methods and means of extracting information from data and exploiting it to solve problems and make appropriate decisions using computer applications, which is a smart modern technology. In t...
LCC TENDOkVkdWNhdGlvbg~~; LCC:Science (General)Idioma English
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Open Access
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Book
Book
Gironés Roig, Jordi · Editorial UOC · 2017 · ISBN 9788491169048
Subjects / keywords: Data mining; Computer science; Electronic books
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