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A Parallel Adaboost-Backpropagation Neural Network for Massive Image Dataset Classification

Image classification uses computers to simulate human understanding and cognition of images by automatically categorizing images. This study proposes a faster image classification approach that parallelizes the traditional Adaboost-Backpropagation (BP) neural network using the MapReduce parallel pro...

詳細記述

保存先:
書誌詳細
出版年:Sci Rep
主要な著者: Cao, Jianfang, Chen, Lichao, Wang, Min, Shi, Hao, Tian, Yun
フォーマット: Artigo
言語:Inglês
出版事項: Nature Publishing Group 2016
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC5131302/
https://ncbi.nlm.nih.gov/pubmed/27905520
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep38201
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