Korean Data & Information Science Society

Journal of the Korean Data & Information Science Society 2023;34:533-695

Simulation study for the machine learning models and evaluation measures in survival data^†

Hyunjin Song · Jooyi Jung · Seungbong Han

Journal of the Korean Data & Information Science Society 2023;34:533-565

https://doi.org/10.7465/jkdi.2023.34.4.533

U-Net based GAN with deformable convolution for CT image denoising^†

Seong Hyun Han · Ji Hye Heo · Eon Seung Seong · Dong Hoon Lim

Journal of the Korean Data & Information Science Society 2023;34:567-585

https://doi.org/10.7465/jkdi.2023.34.4.567

A comparative study of dose escalation designs in oncology phase ¹ clinical trials^†

SuJin Heo · Jae Won Lee

Journal of the Korean Data & Information Science Society 2023;34:587-606

https://doi.org/10.7465/jkdi.2023.34.4.587

Rainfall peak prediction using deep learning^†

Seunghawk Kim · Gwangseob Kim · Kyeong Eun Lee

Journal of the Korean Data & Information Science Society 2023;34:607-617

https://doi.org/10.7465/jkdi.2023.34.4.607

Comparative study of unsupervised anomaly detection in sensor data^†

Geonwoo Ko · Bohyeon Cho · Youngju Byun · Donghyeon Yu

Journal of the Korean Data & Information Science Society 2023;34:619-634

https://doi.org/10.7465/jkdi.2023.34.4.619

Denoising 2-dimensional images using the fused lasso signal approximator for improving classification accuracy

Won Son

Journal of the Korean Data & Information Science Society 2023;34:635-647

https://doi.org/10.7465/jkdi.2023.34.4.635

Anomaly detection for time series by using the autoencoder: An empirical study

Ro Jin Pak

Journal of the Korean Data & Information Science Society 2023;34:649-657

https://doi.org/10.7465/jkdi.2023.34.4.649

A study on stress of emotional worker and suicide impulse: Decision tree analysis^†

Hee Jae Kim · Hyeonil Jeong

Journal of the Korean Data & Information Science Society 2023;34:659-672

https://doi.org/10.7465/jkdi.2023.34.4.659

Population movement of Korean bon-gwan by using scan statistics

Seo Yun Am · Yoon Sanghoo

Journal of the Korean Data & Information Science Society 2023;34:673-684

https://doi.org/10.7465/jkdi.2023.34.4.673

Nonparametric Bayesian copula modeling for shrinkage through the transformation^†

Sangwan Kim · Jung In Seo · Yongku Kim

Journal of the Korean Data & Information Science Society 2023;34:685-695

https://doi.org/10.7465/jkdi.2023.34.4.685

KDISS e-Submission

Journal of the Korean Data & Information Science Society is the official journal of the Korean Data and Information Science Society. It was founded in 1989 and accepts original research articles, ...

A study of epidemic model using SEIR model

Mijin Do · Jongtae Kim · Boseung Choi
Received February 10, 2017; Accepted March 8, 2017.

An estimation method of probability of infection using Reed - Frost model^†

Eunjin Eom · Jinseub Hwang · Boseung Choi
Received December 30, 2016; Accepted January 12, 2017.

A deep learning analysis of the KOSPI’s directions

Woosik Lee
Received January 17, 2017; Accepted March 10, 2017.