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Korean J Appl Stat 2024;37:541-702
Articles
A statistical journey to DNN, the first trip: From regression to deep neural network
Hee Ju Kim, In Jun Hwang, Yu Jin Kim, Yoon Dong Lee
Korean J Appl Stat 2024;37:541-551
A statistical journey to DNN, the second trip: Architecture of RNN and image classification
Hee Ju Kim, Yu Jin Kim, Kisuk Jang, Yoon Dong Lee
Korean J Appl Stat 2024;37:553-565
A statistical journey to DNN, the third trip: Language model and transformer
Yu Jin Kim, In Jun Hwang, Kisuk Jang, Yoon Dong Lee
Korean J Appl Stat 2024;37:567-582
Long-term forecasting using transformer based on multiple time series
Jaeyong Lee, Hyun Jun Kim, Changwon Lim
Korean J Appl Stat 2024;37:583-598
Data augmentation methods for classifying Korean texts
Jihyun Jeon, Yoonsuh Jung
Korean J Appl Stat 2024;37:599-613
GIR-based canonical forest: An ensemble method for imbalanced big data
Solji Han, Jaesung Myung, Hyunjoong Kim
Korean J Appl Stat 2024;37:615-629
Hierarchical multi-task learning with self-supervised auxiliary task
Seunghan Lee, Taeyoung Park
Korean J Appl Stat 2024;37:631-641
Classification of human actions using 3D skeleton data: A performance comparison between classical machine learning and deep learning models
Juhwan Kim, Jongchan Kim, Sungim Lee
Korean J Appl Stat 2024;37:643-661
Thompson sampling for multi-armed bandits in big data environments
Min Kyong Kim, Beom Seuk Hwang
Korean J Appl Stat 2024;37:663-673
Analyzing the causal impact of streaming service usage on IPTV viewing
Dahai Jung, Yongho Yoon, Kwonsang Lee
Korean J Appl Stat 2024;37:675-690
Ensemble model through mixed projections useful for big data analytics
Hyejoon Park, Hyunjoong Kim, Yung-Seop Lee
Korean J Appl Stat 2024;37:691-702
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.