Tsatsral Amarbayasgalan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Reconstruction Error

Top Venues

Publications

Tsatsral Amarbayasgalan, Keun Ho Ryu
Unsupervised Feature-Construction-Based Motor Fault Diagnosis. Sensors 24 (10) (2024)
Khongorzul Munkhbat, Bilguun Jargalsaikhan, Tsatsral Amarbayasgalan, Nipon Theera-Umpon, Keun Ho Ryu
Emotional Piano Melodies Generation Using Long Short-Term Memory. ACIIDS (2021)
Tsatsral Amarbayasgalan, Van Huy Pham, Nipon Theera-Umpon, Yongjun Piao, Keun Ho Ryu
An Efficient Prediction Method for Coronary Heart Disease Risk Based on Two Deep Neural Networks Trained on Well-Ordered Training Datasets. IEEE Access 9 (2021)
Tsatsral Amarbayasgalan, Heon Gyu Lee, Van Huy Pham, Keun Ho Ryu
Deep Reconstruction Error Based Unsupervised Outlier Detection in Time-Series. ACIIDS (2) (2020)
Tsatsral Amarbayasgalan, Van Huy Pham, Nipon Theera-Umpon, Keun Ho Ryu
Unsupervised Anomaly Detection Approach for Time-Series in Multi-Domains Using Deep Reconstruction Error. Symmetry 12 (8) (2020)
Erdenebileg Batbaatar, Kwang-Ho Park, Tsatsral Amarbayasgalan, Khishigsuren Davagdorj, Lkhagvadorj Munkhdalai, Van-Huy Pham, Keun Ho Ryu
Class-Incremental Learning With Deep Generative Feature Replay for DNA Methylation-Based Cancer Classification. IEEE Access 8 (2020)
Tsatsral Amarbayasgalan, Jong Yun Lee, Kwang Rok Kim, Keun Ho Ryu
Deep Autoencoder Based Neural Networks for Coronary Heart Disease Risk Prediction. Poly/DMAH@VLDB (2019)
Tsatsral Amarbayasgalan, Meijing Li, Oyun-Erdene Namsrai, Bilguun Jargalsaikhan, Keun Ho Ryu
Performance Improvement of Open Source Based Business Intelligence System Using Database Modeling and Outlier Detection. ACIIDS (Extended Posters) (2019)
Lkhagvadorj Munkhdalai, Tsendsuren Munkhdalai, Kwang-Ho Park, Tsatsral Amarbayasgalan, Erdenebileg Batbaatar, Hyun Woo Park, Keun Ho Ryu
An End-to-End Adaptive Input Selection With Dynamic Weights for Forecasting Multivariate Time Series. IEEE Access 7 (2019)