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Sparse principal component regression via singular value decomposition approach

Advances in data analysis and classification, 2021-09, Vol.15 (3), p.795-823

Kawano, Shuichi

2021

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Multilinear Common Component Analysis via Kronecker Product Representation

Neural computation, 2021-09, Vol.33 (10), p.2853-2880

2021

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Multi-Task Learning for Compositional Data via Sparse Network Lasso

Entropy (Basel, Switzerland), 2022-12, Vol.24 (12), p.1839

2022

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Sparse reduced-rank regression for simultaneous rank and variable selection via manifold optimization

Computational statistics, 2023-03, Vol.38 (1), p.53-75

2023

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Bayesian sparse convex clustering via global-local shrinkage priors

Computational statistics, 2021-12, Vol.36 (4), p.2671-2699

2021

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Selection of tuning parameters in bridge regression models via Bayesian information criterion

Statistical papers (Berlin, Germany), 2014-11, Vol.55 (4), p.1207-1223

Kawano, Shuichi

2014

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Identification of Genes Upregulated in ALK-Positive and EGFR/KRAS/ALK-Negative Lung Adenocarcinomas

Cancer research (Chicago, Ill.), 2012, Vol.72 (1), p.100-111

2012

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Bayesian generalized fused lasso modeling via NEG distribution

Communications in statistics. Theory and methods, 2019-08, Vol.48 (16), p.4132-4153

2019

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Semi-supervised logistic discrimination via labeled data and unlabeled data from different sampling distributions

Statistical analysis and data mining, 2013-12, Vol.6 (6), p.472-481

Kawano, Shuichi

2013

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Cucumber Mosaic Virus Infection in Arabidopsis : A Conditional Mutualistic Symbiont?

Frontiers in microbiology, 2022-01, Vol.12, p.770925

2022

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Comparison of CT findings of coronavirus disease 2019 (COVID-19) pneumonia caused by different major variants

Japanese journal of radiology, 2022-12, Vol.40 (12), p.1246-1256

2022

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Endpoint Recombinase Polymerase Amplification (RPA) Assay for Enumeration of Thiocyanate-degrading Bacteria

Microbes and Environments, 2022, Vol.37(1), pp.ME21073

2022

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Bayesian fused lasso modeling via horseshoe prior

Japanese journal of statistics and data science, 2023-11, Vol.6 (2), p.705-727

2023

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Efficacy of Chest Radiography as a Primary Care Triage Tool in Severe Coronavirus Disease

Internal Medicine, 2021/09/15, Vol.60(18), pp.2911-2917

2021

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Identification of a herpes simplex virus 1 gene encoding neurovirulence factor by chemical proteomics

Nature communications, 2020-09, Vol.11 (1), p.4894-4894, Article 4894

2020

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Equivalence between adaptive Lasso and generalized ridge estimators in linear regression with orthogonal explanatory variables after optimizing regularization parameters

Annals of the Institute of Statistical Mathematics, 2020-12, Vol.72 (6), p.1501-1516

2020

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Indicators of Acute Kidney Injury as Biomarkers to Differentiate Heatstroke from Coronavirus Disease 2019: A Retrospective Multicenter Analysis

Journal of Nippon Medical School = Nippon Ika Daigaku zasshi, 2021-02, Vol.88 (1), p.80

2021

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AIC for the Lasso in generalized linear models

Electronic journal of statistics, 2016-01, Vol.10 (2)

2016

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Prediction of an increase in oxygen requirement of SARS-CoV-2 pneumonia using three different scoring systems

Journal of infection and chemotherapy : official journal of the Japan Society of Chemotherapy, 2021-02, Vol.27 (2), p.336-341

2021

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Efficacy and Safety of Favipiravir in Moderate COVID-19 Pneumonia Patients without Oxygen Therapy: A Randomized, Phase III Clinical Trial

Infectious diseases and therapy, 2021-12, Vol.10 (4), p.2489-2509

2021

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Sparse Bayesian Learning With Weakly Informative Hyperprior and Extended Predictive Information Criterion

IEEE transaction on neural networks and learning systems, 2023-09, Vol.34 (9), p.5856-5868

2023

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Thiocyanate Degradation by a Highly Enriched Culture of the Neutrophilic Halophile Thiohalobacter sp. Strain FOKN1 from Activated Sludge and Genomic Insights into Thiocyanate Metabolism

Microbes and Environments, 2019, Vol.34(4), pp.402-412

2019

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Inhibition of IL‐13‐induced periostin in airway epithelium attenuates cellular protein expression of MUC5AC

Respirology (Carlton, Vic.), 2017-01, Vol.22 (1), p.93-100

2017

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Discriminant Analysis via Smoothly Varying Regularization

Intelligent Decision Technologies, p.441-455

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A case report of coronavirus disease‐2019‐induced acute asthma exacerbation in an obese patient

Respirology case reports, 2022-07, Vol.10 (7), p.e0979-n/a

2022

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Sparse principal component regression via singular value decomposition approach

Multilinear Common Component Analysis via Kronecker Product Representation

Multi-Task Learning for Compositional Data via Sparse Network Lasso

Sparse reduced-rank regression for simultaneous rank and variable selection via manifold optimization

Bayesian sparse convex clustering via global-local shrinkage priors

Selection of tuning parameters in bridge regression models via Bayesian information criterion

Identification of Genes Upregulated in ALK-Positive and EGFR/KRAS/ALK-Negative Lung Adenocarcinomas

Bayesian generalized fused lasso modeling via NEG distribution

Semi-supervised logistic discrimination via labeled data and unlabeled data from different sampling distributions

Cucumber Mosaic Virus Infection in Arabidopsis : A Conditional Mutualistic Symbiont?

Comparison of CT findings of coronavirus disease 2019 (COVID-19) pneumonia caused by different major variants

Endpoint Recombinase Polymerase Amplification (RPA) Assay for Enumeration of Thiocyanate-degrading Bacteria

Bayesian fused lasso modeling via horseshoe prior

Efficacy of Chest Radiography as a Primary Care Triage Tool in Severe Coronavirus Disease

Identification of a herpes simplex virus 1 gene encoding neurovirulence factor by chemical proteomics

Equivalence between adaptive Lasso and generalized ridge estimators in linear regression with orthogonal explanatory variables after optimizing regularization parameters

Indicators of Acute Kidney Injury as Biomarkers to Differentiate Heatstroke from Coronavirus Disease 2019: A Retrospective Multicenter Analysis

AIC for the Lasso in generalized linear models

Prediction of an increase in oxygen requirement of SARS-CoV-2 pneumonia using three different scoring systems

Efficacy and Safety of Favipiravir in Moderate COVID-19 Pneumonia Patients without Oxygen Therapy: A Randomized, Phase III Clinical Trial

Sparse Bayesian Learning With Weakly Informative Hyperprior and Extended Predictive Information Criterion

Thiocyanate Degradation by a Highly Enriched Culture of the Neutrophilic Halophile Thiohalobacter sp. Strain FOKN1 from Activated Sludge and Genomic Insights into Thiocyanate Metabolism

Inhibition of IL‐13‐induced periostin in airway epithelium attenuates cellular protein expression of MUC5AC

Discriminant Analysis via Smoothly Varying Regularization

A case report of coronavirus disease‐2019‐induced acute asthma exacerbation in an obese patient

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