An empirical comparison of machine-learning methods on bank client credit assessments L Munkhdalai, T Munkhdalai, OE Namsrai, JY Lee, KH Ryu Sustainability 11 (3), 699, 2019 | 131 | 2019 |
Mixture of activation functions with extended min-max normalization for forex market prediction L Munkhdalai, T Munkhdalai, KH Park, HG Lee, M Li, KH Ryu IEEE Access 7, 183680-183691, 2019 | 85 | 2019 |
An end-to-end adaptive input selection with dynamic weights for forecasting multivariate time series L Munkhdalai, T Munkhdalai, KH Park, T Amarbayasgalan, E Batbaatar, ... IEEE Access 7, 99099-99114, 2019 | 61 | 2019 |
GEV-NN: A deep neural network architecture for class imbalance problem in binary classification L Munkhdalai, T Munkhdalai, KH Ryu Knowledge-Based Systems 194, 105534, 2020 | 38 | 2020 |
A simulation-based study on the comparison of statistical and time series forecasting methods for early detection of infectious disease outbreaks E Yang, HW Park, YH Choi, J Kim, L Munkhdalai, I Musa, KH Ryu International journal of environmental research and public health 15 (5), 966, 2018 | 33 | 2018 |
A hybrid credit scoring model using neural networks and logistic regression L Munkhdalai, JY Lee, KH Ryu Advances in Intelligent Information Hiding and Multimedia Signal Processing …, 2019 | 25 | 2019 |
Advanced neural network approach, its explanation with lime for credit scoring application L Munkhdalai, L Wang, HW Park, KH Ryu Asian conference on intelligent information and database systems, 407-419, 2019 | 22 | 2019 |
Deep learning-based demand forecasting for Korean postal delivery service L Munkhdalai, KH Park, E Batbaatar, N Theera-Umpon, KH Ryu IEEE Access 8, 188135-188145, 2020 | 13 | 2020 |
Global research on syndromic surveillance from 1993 to 2017: bibliometric analysis and visualization I Musa, HW Park, L Munkhdalai, KH Ryu Sustainability 10 (10), 3414, 2018 | 12 | 2018 |
Application of a mobile chronic disease health-care system for hypertension based on big data platforms D Li, HW Park, E Batbaatar, L Munkhdalai, I Musa, M Li, KH Ryu Journal of Sensors 2018, 2018 | 12 | 2018 |
Class-incremental learning with deep generative feature replay for DNA methylation-based cancer classification E Batbaatar, KH Park, T Amarbayasgalan, K Davagdorj, L Munkhdalai, ... IEEE Access 8, 210800-210815, 2020 | 11 | 2020 |
VAR-GRU: A hybrid model for multivariate financial time series prediction L Munkhdalai, M Li, N Theera-Umpon, S Auephanwiriyakul, KH Ryu Asian Conference on Intelligent Information and Database Systems, 322-332, 2020 | 10 | 2020 |
A partially interpretable adaptive Softmax regression for credit scoring L Munkhdalai, KH Ryu, OE Namsrai, N Theera-Umpon Applied Sciences 11 (7), 3227, 2021 | 8 | 2021 |
A locally adaptive interpretable regression L Munkhdalai, T Munkhdalai, KH Ryu arXiv preprint arXiv:2005.03350, 2020 | 8 | 2020 |
Recurrent neural network-augmented locally adaptive interpretable regression for multivariate time-series forecasting L Munkhdalai, T Munkhdalai, VH Pham, M Li, KH Ryu, N Theera-Umpon IEEE Access 10, 11871-11885, 2022 | 6 | 2022 |
Credit scoring with deep learning L Munkhdalai, OE Namsrai, K Ryu 4th International Conference on Information, System and Convergence …, 2018 | 6 | 2018 |
Biobert based efficient clustering framework for biomedical document analysis K Davagdorj, KH Park, T Amarbayasgalan, L Munkhdalai, L Wang, M Li, ... International Conference on Genetic and Evolutionary Computing, 179-188, 2021 | 5 | 2021 |
A hybrid approach based on long short-term memory networks and vector autoregression for stock market price prediction L Munkhdalai, OE Namsrai, KH Ryu Proceedings of the International Conference on Frontiers of Information …, 2017 | 3 | 2017 |
Discrimination Neural Network Model for Binary Classification Tasks on Tabular Data L Munkhdalai, T Munkhdalai, JE Hong, VH Pham, N Theera-Umpon, ... IEEE Access 11, 15404-15418, 2023 | 2 | 2023 |
Global research on syndromic surveillance from 1993 to 2017: bibliometric analysis and visualization. Sustainability, 2018, 10, 3414 I Musa, HW Park, L Munkhdalai, KH Ryu | 2 | |