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Hiroyoshi Iwata
ORCID
Publication Activity (10 Years)
Years Active: 2013-2023
Publications (10 Years): 3
Top Topics
Variational Approximation
Hyperparameters
Cross Validation
Pairwise
Top Venues
BMC Bioinform.
PLoS Comput. Biol.
BIOINFORMATICS
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Publications
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Tanzila Islam
,
Chyon Hae Kim
,
Hiroyoshi Iwata
,
Hiroyuki Shimono
,
Akio Kimura
DeepCGP: A Deep Learning Method to Compress Genome-Wide Polymorphisms for Predicting Phenotype of Rice.
IEEE ACM Trans. Comput. Biol. Bioinform.
20 (3) (2023)
Tanzila Islam
,
Chyon Hae Kim
,
Hiroyoshi Iwata
,
Hiroyuki Shimono
,
Akio Kimura
,
Hein Zaw
,
Chitra Raghavan
,
Hei Leung
,
Rakesh Kumar Singh
A Deep Learning Method to Impute Missing Values and Compress Genome-ide Polymorphism Data in Rice.
BIOINFORMATICS
(2021)
Kosuke Hamazaki
,
Hiroyoshi Iwata
RAINBOW: Haplotype-based genome-wide association study using a novel SNP-set method.
PLoS Comput. Biol.
16 (2) (2020)
Takeshi Hayashi
,
Hiroyoshi Iwata
A Bayesian method and its variational approximation for prediction of genomic breeding values in multiple traits.
BMC Bioinform.
14 (2013)