Hosik Choi

Hosik Choi

University of Seoul

H-index: 13

Asia-South Korea

About Hosik Choi

Hosik Choi, With an exceptional h-index of 13 and a recent h-index of 10 (since 2020), a distinguished researcher at University of Seoul, specializes in the field of statistical machine learning, deep learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Quantile estimation for encrypted data

BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning

Reformulating land-use regression method as sign-constrained regularized regressions: Advantages and improvements

Interpretable classification for multivariate gait analysis of cerebral palsy

Classification of histogram-valued data with support histogram machines

Key Factors Influencing Vehicle Availability Associated with the User Waiting Time of Demand Responsive Transport (DRT) for People with Disabilities

Variable selection for nonlinear support vector machines via elastic net penalty†

Fréchet distance-based cluster analysis for multi-dimensional functional data

Hosik Choi Information

University

Position

Graduate School Dept. of Urban Big Data Convergence S. Korea

Citations(all)

855

Citations(since 2020)

439

Cited By

576

hIndex(all)

13

hIndex(since 2020)

10

i10Index(all)

17

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Hosik Choi Skills & Research Interests

statistical machine learning

deep learning

Top articles of Hosik Choi

Title

Journal

Author(s)

Publication Date

Quantile estimation for encrypted data

Applied Intelligence

Minje Park

Jaeseon Kim

Sungchul Shin

Cheolwoo Park

Jong-June Jeon

...

2023/7/28

BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning

Changdae Oh

Hyeji Hwang

Hee-young Lee

YongTaek Lim

Geunyoung Jung

...

2023

Reformulating land-use regression method as sign-constrained regularized regressions: Advantages and improvements

Environmental Modelling & Software

Soon-Sun Kwon

Hosik Choi

Whanhee Lee

Yeonjin Kim

Hwan-Cheol Kim

...

2023/4/1

Interpretable classification for multivariate gait analysis of cerebral palsy

BioMedical Engineering OnLine

Changwon Yoon

Yongho Jeon

Hosik Choi

Soon-Sun Kwon

Jeongyoun Ahn

2023/11/22

Classification of histogram-valued data with support histogram machines

Journal of Applied Statistics

Ilsuk Kang

Cheolwoo Park

Young Joo Yoon

Changyi Park

Soon-Sun Kwon

...

2023/2/1

Key Factors Influencing Vehicle Availability Associated with the User Waiting Time of Demand Responsive Transport (DRT) for People with Disabilities

KSCE Journal of Civil Engineering

Do-Gyeong Kim

Chaerim Lee

Hosik Choi

2023/10

Variable selection for nonlinear support vector machines via elastic net penalty†

The Korean Data & Information Science Society

Hoseok Hwang

Hosik Choi

Changyi Park

2023/1/31

Fréchet distance-based cluster analysis for multi-dimensional functional data

Statistics and Computing

Ilsuk Kang

Hosik Choi

Young Joo Yoon

Junyoung Park

Soon-Sun Kwon

...

2023/8

PGDRT: Prediction Demand Based on Graph Convolutional Network for Regional Demand-Responsive Transport

Journal of Advanced Transportation

Eunkyeong Lee

Hosik Choi

Do-Gyeong Kim

2023/1/5

Learning fair representation via distributional contrastive disentanglement

Changdae Oh

Heeji Won

Junhyuk So

Taero Kim

Yewon Kim

...

2022/8/14

Negative binomial graphical model with excess zeros

Statistical Analysis and Data Mining: The ASA Data Science Journal

Beomjin Park

Hosik Choi

Changyi Park

2021/10

Multi-omics analyses implicate EARS2 in the pathogenesis of atopic dermatitis

Allergy

Jaehyun Park

Sharon M Lutz

Seungil Choi

Sanghun Lee

Sang-Cheol Park

...

2021/8

Exon: Explainable encoder network

arXiv preprint arXiv:2105.10867

SeungHwan An

Hosik Choi

Jong-June Jeon

2021/5/23

Primal path algorithm for compositional data analysis

Computational Statistics & Data Analysis

Jong-June Jeon

Yongdai Kim

Sungho Won

Hosik Choi

2020/8/1

See List of Professors in Hosik Choi University(University of Seoul)

Co-Authors

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