Tsatsral Amarbayasgalan

According to our database, Tsatsral Amarbayasgalan authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Unsupervised Feature-Construction-Based Motor Fault Diagnosis.

Tsatsral Amarbayasgalan, Keun Ho Ryu

Sensors, May, 2024

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, Nipon Theera-Umpon, Yongjun Piao, Keun Ho Ryu

IEEE Access, 2021

Emotional Piano Melodies Generation Using Long Short-Term Memory.

Khongorzul Munkhbat, Bilguun Jargalsaikhan, Tsatsral Amarbayasgalan, Nipon Theera-Umpon, Keun Ho Ryu

Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

2020

Unsupervised Anomaly Detection Approach for Time-Series in Multi-Domains Using Deep Reconstruction Error.

Tsatsral Amarbayasgalan, Van Huy Pham, Nipon Theera-Umpon, Keun Ho Ryu

Symmetry, 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, Keun Ho Ryu

IEEE Access, 2020

Deep Reconstruction Error Based Unsupervised Outlier Detection in Time-Series.

Tsatsral Amarbayasgalan, Heon Gyu Lee, Van Huy Pham, Keun Ho Ryu

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

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 Autoencoder Based Neural Networks for Coronary Heart Disease Risk Prediction.

Tsatsral Amarbayasgalan, Jong Yun Lee, Kwang Rok Kim, Keun Ho Ryu

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2019

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

Proceedings of the Intelligent Information and Database Systems: Recent Developments, 2019