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