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A concise overview of principal support vector machines and its generalization
Jungmin Shin, Seung Jun Shin
Published in Communications for Statistical Applications and Methods (31.03.2024)
Published in Communications for Statistical Applications and Methods (31.03.2024)
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A selective review of nonlinear sufficient dimension reduction
Sehun Jang, Jun Song
Published in Communications for Statistical Applications and Methods (31.03.2024)
Published in Communications for Statistical Applications and Methods (31.03.2024)
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A review and comparison of convolution neural network models under a unified framework
Jimin Park, Yoonsuh Jung
Published in Communications for Statistical Applications and Methods (31.03.2022)
Published in Communications for Statistical Applications and Methods (31.03.2022)
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Ensemble variable selection using genetic algorithm
Seogyoung, Lee, Martin Seunghwan, Yang, Jongkyeong, Kang, Seung Jun, Shin
Published in Communications for statistical applications and methods (30.11.2022)
Published in Communications for statistical applications and methods (30.11.2022)
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Modified partial least squares method implementing mixed-effect model
Kyunga Kim, Shin-jae Lee, Soo-heang Eo, Hyungjun Cho, Jae Won Lee
Published in Communications for statistical applications and methods (31.01.2023)
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Published in Communications for statistical applications and methods (31.01.2023)
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Area-wise relational knowledge distillation
Sungchul Cho, Sangje Park, Changwon Lim
Published in Communications for statistical applications and methods (2023)
Published in Communications for statistical applications and methods (2023)
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Grouping stocks using dynamic linear models
Sihyeon, Kim, Byeongchan, Seong
Published in Communications for statistical applications and methods (30.11.2022)
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Published in Communications for statistical applications and methods (30.11.2022)
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Exploring modern machine learning methods to improve causal-effect estimation
Yeji Kim, Taehwa Choi, Sangbum Choi
Published in Communications for Statistical Applications and Methods (31.03.2022)
Published in Communications for Statistical Applications and Methods (31.03.2022)
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The use of support vector machines in semi-supervised classification
Hyunjoo Bae, Hyungwoo Kim, Seung Jun Shin
Published in Communications for Statistical Applications and Methods (31.03.2022)
Published in Communications for Statistical Applications and Methods (31.03.2022)
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Clustering non-stationary advanced metering infrastructure data
Kang, Donghyun, Lim, Yaeji
Published in Communications for statistical applications and methods (31.03.2022)
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Published in Communications for statistical applications and methods (31.03.2022)
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Sparse vector heterogeneous autoregressive model with nonconvex penalties
Shin, Andrew Jaeho, Park, Minsu, Baek, Changryong
Published in Communications for statistical applications and methods (31.01.2022)
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Published in Communications for statistical applications and methods (31.01.2022)
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