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정윤서 연구실

고려대학교 본교(제1캠퍼스) 데이터과학과

정윤서 교수

Model Selection

Hierarchical Clustering

Convolutional Neural Networks

발행물

전체 논문

29

1

Deep Support vector quantile regression with non-crossing constraints
Shin, W., Jung, Y.*
Computational Statistics, 2023

2

Tutorial and applications of convolutional neural network models in image classification
Lee, D., Jung, Y.*
Journal of the Korean Data & Information Science Society, 2022

3

Wafer Bin Map Failure Pattern Recognition Using Hierarchical Clustering
Jeong, J., Jung, Y.*
The Korean Journal of Applied Statistics, 2022

4

A Review and Comparison of Convolution Neural Network Models under a Unified Framework
Park, J., Jung, Y.*
Communications for Statistical Applications and Methods, 2022

5

Regularized Linear Censored Quantile Regression
Son, M., Choi, T., Shin, S. J., Jung, Y., Choi, S.
Journal of the Korean Statistical Society, 2022

6

Weighted Validation of Heteroscedastic Regression Models for Better Selection
Jung, Y.*, Kim, H.^
Statistical Analysis and Data Mining: The ASA Data Science Journal, 2022

7

Efficient Information-based Criteria for Model Selection in Quantile Regression
Shin, W.^, Kim, M.^, Jung, Y.*
Journal of the Korean Statistical Society, 2022

8

Efficient information-based quantile regression model tuning with heteroscedastic errors
Shin, W.^, Jung, Y.*
Journal of the Korean Data & Information Science Society, 2021

9

Comparative Study of Prediction Models for Public Bicycle Demand in Seoul
Min, S.^, Jung, Y.*
Journal of the Korean Data & Information Science Society, 2021

10

Comparison of Deep Learning-based Autoencoders for Recommender Systems
Lee, H. J.^, Jung, Y.*
The Korean Journal of Applied Statistics, 2021