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Aki Hirai Morita
Researcher at Nara Institute of Science and Technology
Publications - 13
Citations - 256
Aki Hirai Morita is an academic researcher from Nara Institute of Science and Technology. The author has contributed to research in topics: Knapsack problem & Metabolite. The author has an hindex of 6, co-authored 13 publications receiving 213 citations.
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KNApSAcK Metabolite Activity Database for Retrieving the Relationships Between Metabolites and Biological Activities
Yukiko Nakamura,Farit Mochamad Afendi,Aziza Kawsar Parvin,Naoaki Ono,Ken Tanaka,Aki Hirai Morita,Tetsuo Sato,Tadao Sugiura,Altaf-Ul-Amin,Shigehiko Kanaya +9 more
TL;DR: The KNApSAcK Metabolite Activity DB is integrated within the KNAcK Family DBs to facilitate further systematized research in various omics fields, especially metabolomics, nutrigenomics and foodomics.
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Data Mining Methods for Omics and Knowledge of Crude Medicinal Plants toward Big Data Biology.
Farit Mochamad Afendi,Farit Mochamad Afendi,Naoaki Ono,Yukiko Nakamura,Kensuke Nakamura,Latifah Kosim Darusman,Nelson Kibinge,Aki Hirai Morita,Ken Tanaka,Hisayuki Horai,Md. Altaf-Ul-Amin,Shigehiko Kanaya +11 more
TL;DR: Mathematical modeling introduced in the present study can be utilized in global analysis of big data targeting to reveal the underlying biology.
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Classification of alkaloids according to the starting substances of their biosynthetic pathways using graph convolutional neural networks
Ryohei Eguchi,Naoaki Ono,Aki Hirai Morita,Tetsuo Katsuragi,Satoshi Nakamura,Ming Huang,Altaf-Ul-Amin,Shigehiko Kanaya +7 more
TL;DR: A model to predict alkaloid biosynthesis precursors based on a novel kind of neural network called the molecular graph convolutional neural network was constructed and showed that the model could predict starting substances with an averaged accuracy of 97.5%.
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Development and Mining of a Volatile Organic Compound Database
Azian Azamimi Abdullah,Md. Altaf-Ul-Amin,Naoaki Ono,Tetsuo Sato,Tadao Sugiura,Aki Hirai Morita,Tetsuo Katsuragi,Ai Muto,Takaaki Nishioka,Shigehiko Kanaya +9 more
TL;DR: KNApSAcK Metabolite Ecology Database is developed, which contains the information on the relationships between VOCs and their emitting organisms, and is linked with the KNApsacK Core and K NApSA cK Metabolic Activity Database to provide further information onThe metabolites and their biological activities.
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Systematization of the Protein Sequence Diversity in Enzymes Related to Secondary Metabolic Pathways in Plants, in the Context of Big Data Biology Inspired by the KNApSAcK Motorcycle Database
Shun Ikeda,Takashi Abe,Yukiko Nakamura,Nelson Kibinge,Aki Hirai Morita,Atsushi Nakatani,Naoaki Ono,Toshimichi Ikemura,Kensuke Nakamura,Md. Altaf-Ul-Amin,Shigehiko Kanaya +10 more
TL;DR: The enzyme sequence diversity of the secondary metabolic pathways was examined by identifying clusters of segments associated with certain enzyme groups in the resulting map and the extent of diversity of 15 secondary metabolic enzyme groups is discussed.