Performance Improvement of Open Source Based Business Intelligence System Using Database Modeling and Outlier Detection. - Tsatsral Amarbayasgalan; Meijing Li; Oyun-Erdene Namsrai; Bilguun Jargalsaikhan; Keun Ho Ryu (ACIIDS (Extended Posters), 2019)

Deep Autoencoder Based Neural Networks for Coronary Heart Disease Risk Prediction. - Tsatsral Amarbayasgalan; Jong Yun Lee; Kwang Rok Kim; Keun Ho Ryu (Poly/DMAH@VLDB, 2019)

An End-to-End Adaptive Input Selection With Dynamic Weights for Forecasting Multivariate Time Series. - Lkhagvadorj Munkhdalai; Tsendsuren Munkhdalai; Kwang-Ho Park; Tsatsral Amarbayasgalan; Erdenebileg Batbaatar; Hyun Woo Park; Keun Ho Ryu (IEEE Access, 2019)

Deep Reconstruction Error Based Unsupervised Outlier Detection in Time-Series. - Tsatsral Amarbayasgalan; Heon Gyu Lee; Van Huy Pham 001; Keun Ho Ryu (ACIIDS (2), 2020)

Class-Incremental Learning With Deep Generative Feature Replay for DNA Methylation-Based Cancer Classification. - Erdenebileg Batbaatar; Kwang-Ho Park; Tsatsral Amarbayasgalan; Khishigsuren Davagdorj; Lkhagvadorj Munkhdalai; Van-Huy Pham 001; Keun Ho Ryu (IEEE Access, 2020)

Unsupervised Anomaly Detection Approach for Time-Series in Multi-Domains Using Deep Reconstruction Error. - Tsatsral Amarbayasgalan; Van Huy Pham 001; Nipon Theera-Umpon; Keun Ho Ryu (Symmetry, 2020)

Emotional Piano Melodies Generation Using Long Short-Term Memory. - Khongorzul Munkhbat; Bilguun Jargalsaikhan; Tsatsral Amarbayasgalan; Nipon Theera-Umpon; Keun Ho Ryu (ACIIDS, 2021)

BioBERT Based Efficient Clustering Framework for Biomedical Document Analysis. - Khishigsuren Davagdorj; Kwang-Ho Park; Tsatsral Amarbayasgalan; Lkhagvadorj Munkhdalai; Ling Wang 011; Meijing Li; Keun Ho Ryu (ICGEC, 2021)

An Efficient Prediction Method for Coronary Heart Disease Risk Based on Two Deep Neural Networks Trained on Well-Ordered Training Datasets. - Tsatsral Amarbayasgalan; Van Huy Pham 001; Nipon Theera-Umpon; Yongjun Piao; Keun Ho Ryu (IEEE Access, 2021)

An Improved YOLOF for Scale Imbalance with Dilated Attention. - Tsatsral Amarbayasgalan; Mooseop Kim; Chi Yoon Jeong (ICPR (17), 2024)

Unsupervised Feature-Construction-Based Motor Fault Diagnosis. - Tsatsral Amarbayasgalan; Keun Ho Ryu (Sensors, 2024)