A Novel Bioinformatics Strategy to Analyze Microbial Big Sequence Data for Efficient Knowledge Discovery: Batch-Learning Self-Organizing Map (BLSOM).

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第一作者： Yuki,Iwasaki

第一单位： Department of Bioscience, Nagahama Institute of Bio-Science and Technology, Nagahama-shi, Shiga-ken 526-0829, Japan. b105023@nagahama-i-bio.ac.jp.;Japan Society for the Promotion of Science, Chiyoda-ku, Tokyo 102-0083, Japan. b105023@nagahama-i-bio.ac.jp.

作者： Yuki,Iwasaki ^[1] ; Takashi,Abe ^[2] ; Kennosuke,Wada ^[3] ; Yoshiko,Wada ^[4] ; Toshimichi,Ikemura ^[5]

作者单位： Department of Bioscience, Nagahama Institute of Bio-Science and Technology, Nagahama-shi, Shiga-ken 526-0829, Japan. b105023@nagahama-i-bio.ac.jp.;Japan Society for the Promotion of Science, Chiyoda-ku, Tokyo 102-0083, Japan. b105023@nagahama-i-bio.ac.jp. ^[1] Department of Bioscience, Nagahama Institute of Bio-Science and Technology, Nagahama-shi, Shiga-ken 526-0829, Japan. takaabe@ie.niigata-u.ac.jp.;Department of Information Engineering, Faculty of Engineering, Niigata University, Niigata-ken 950-2181, Japan. takaabe@ie.niigata-u.ac.jp. ^[2] Department of Bioscience, Nagahama Institute of Bio-Science and Technology, Nagahama-shi, Shiga-ken 526-0829, Japan. k_wada@nagahama-i-bio.ac.jp. ^[3] Department of Bioscience, Nagahama Institute of Bio-Science and Technology, Nagahama-shi, Shiga-ken 526-0829, Japan. y_wada@nagahama-i-bio.ac.jp.;Faculty of Medicine, Shiga University of Medical Science, Shiga-ken 520-2121, Japan. y_wada@nagahama-i-bio.ac.jp. ^[4] Department of Bioscience, Nagahama Institute of Bio-Science and Technology, Nagahama-shi, Shiga-ken 526-0829, Japan. t_ikemura@nagahama-i-bio.ac.jp. ^[5]

关键词 SOM big data bioinformatics genome signature influenza virus metagenome microbial community oligonucleotide composition peptide composition

DOI 10.3390/microorganisms1010137

PMID 27694768

发布时间 2020-10-01

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A Novel Bioinformatics Strategy to Analyze Microbial Big Sequence Data for Efficient Knowledge Discovery: Batch-Learning Self-Organizing Map (BLSOM).

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A Novel Bioinformatics Strategy to Analyze Microbial Big Sequence Data for Efficient Knowledge Discovery: Batch-Learning Self-Organizing Map (BLSOM).

Microorganisms

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Microorganisms

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