Lkhagvadorj Munkhdalai

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Autoregressive Conditional Heteroscedasticity

Binary Classification Tasks

Top Venues

Publications

Ahmed Dawod Mohammed Dawod, Lkhagvadorj Munkhdalai, Kwang-Ho Park, Keun Ho Ryu, Van Huy Pham
NFT Appraisal Using Machine Learning. APIT (2023)
Lkhagvadorj Munkhdalai, Tsendsuren Munkhdalai, Jang-Eui Hong, Van Huy Pham, Nipon Theera-Umpon, Keun Ho Ryu
Discrimination Neural Network Model for Binary Classification Tasks on Tabular Data. IEEE Access 11 (2023)
Lkhagvadorj Munkhdalai, Tsendsuren Munkhdalai, Van Huy Pham, Meijing Li, Keun Ho Ryu, Nipon Theera-Umpon
Recurrent Neural Network-Augmented Locally Adaptive Interpretable Regression for Multivariate Time-Series Forecasting. IEEE Access 10 (2022)
Kwang-Ho Park, Van Huy Pham, Khishigsuren Davagdorj, Lkhagvadorj Munkhdalai, Keun Ho Ryu
A Subtype Classification of Hematopoietic Cancer Using Machine Learning Approach. ACIIDS (Companion) (2021)
Lkhagvadorj Munkhdalai, Kwang-Ho Park, Erdenebileg Batbaatar, Nipon Theera-Umpon, Keun Ho Ryu
Deep Learning-Based Demand Forecasting for Korean Postal Delivery Service. IEEE Access 8 (2020)
Lkhagvadorj Munkhdalai, Meijing Li, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Keun Ho Ryu
VAR-GRU: A Hybrid Model for Multivariate Financial Time Series Prediction. ACIIDS (2) (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)
Lkhagvadorj Munkhdalai, Tsendsuren Munkhdalai, Keun Ho Ryu
A Locally Adaptive Interpretable Regression. CoRR (2020)
Lkhagvadorj Munkhdalai, Tsendsuren Munkhdalai, Keun Ho Ryu
GEV-NN: A deep neural network architecture for class imbalance problem in binary classification. Knowl. Based Syst. 194 (2020)
Lkhagvadorj Munkhdalai, Ling Wang, Hyun Woo Park, Keun Ho Ryu
Advanced Neural Network Approach, Its Explanation with LIME for Credit Scoring Application. ACIIDS (2) (2019)
Lkhagvadorj Munkhdalai, Tsendsuren Munkhdalai, Kwang-Ho Park, Heon Gyu Lee, Meijing Li, Keun Ho Ryu
Mixture of Activation Functions With Extended Min-Max Normalization for Forex Market Prediction. IEEE Access 7 (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)
Dingkun Li, Hyun Woo Park, Erdenebileg Batbaatar, Lkhagvadorj Munkhdalai, Ibrahim Musa, Meijing Li, Keun Ho Ryu
Application of a Mobile Chronic Disease Health-Care System for Hypertension Based on Big Data Platforms. J. Sensors 2018 (2018)