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Korean J Appl Stat 2024;37:395-539
Articles
Improving minority prediction performance of support vector machine for imbalanced text data via feature selection and SMOTE
Jongchan Kim, Seong Jun Chang, Won Son
Korean J Appl Stat 2024;37:395-410
Adaptive continual reassessment method: A maximum tolerated dose estimation method in phase I clinical trial
EunKyung Park, Eun Jeong Min
Korean J Appl Stat 2024;37:411-444
A study on the accuracy of a numerical iteration for Markov processes by using reliability models
Hyeonah Park, Seongryong Na
Korean J Appl Stat 2024;37:445-453
SMOTE by Mahalanobis distance using MCD in imbalanced data
Jieun Jung, Yong-Seok Choi
Korean J Appl Stat 2024;37:455-465
Analysis of medical panel binary data using marginalized models
Chaeyoung Oh, Keunbaik Lee
Korean J Appl Stat 2024;37:467-484
A study on identifying factors of poultry complex odor using machine learning models
Doyun Kim, Jaehoon Kim, Junsu Park, Siyoung Seo, Jaeeun Kim, Byeong-jun Yang, Tae-Young Heo
Korean J Appl Stat 2024;37:485-497
Forecasting hierarchical time series for foodborne disease outbreaks
In-Kwon Yeo
Korean J Appl Stat 2024;37:499-508
Analysis of effect of global uncertainty on domestic uncertainty using connectedness index
Sanguk Kwon, Sun Ho Hwang
Korean J Appl Stat 2024;37:509-523
AI-based early detection to prevent user churn in MMORPG
Minhyuk Lee, Sunwoo Park, Sunghwan Lee, Suin Kim, Yoonyoung Cho, Daesub Song, Moonyoung Lee, Yoonsuh Jung
Korean J Appl Stat 2024;37:525-539
KJAS e-Submission go
The Journal of publishes research articles that make original contributions to the theory and methodology of statistics and probability. It also welcomes papers on innovative applications of statistical ...
Deep learning-based speech recognition for Korean elderly speech data including dementia patients
Jeonghyeon Mun, Joonseo Kang, Kiwoong Kim, Jongbin Bae, Hyeonjun Lee, Changwon Lim
Received October 10, 2022; Accepted December 13, 2022.
Horse race rank prediction using learning-to-rank approaches
Junhyoung Chung, Donguk Shin, Seyong Hwang, Gunwoong Park
Received September 24, 2023; Accepted November 27, 2023.
A review of gene selection methods based on machine learning approaches
Hajoung Lee, Jaejik Kim
Received August 18, 2022; Accepted August 25, 2022.