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Lkhagvadorj Munkhdalai
Lkhagvadorj Munkhdalai
AI Engineer at Chimege
Verified email at chungbuk.ac.kr - Homepage
Title
Cited by
Cited by
Year
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
1262019
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
822019
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
592019
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
342020
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
332018
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
252019
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
212019
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
122020
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
122018
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
122018
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
112020
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
92020
A partially interpretable adaptive Softmax regression for credit scoring
L Munkhdalai, KH Ryu, OE Namsrai, N Theera-Umpon
Applied Sciences 11 (7), 3227, 2021
82021
A locally adaptive interpretable regression
L Munkhdalai, T Munkhdalai, KH Ryu
arXiv preprint arXiv:2005.03350, 2020
72020
Credit scoring with deep learning
L Munkhdalai, OE Namsrai, K Ryu
4th International Conference on Information, System and Convergence …, 2018
62018
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
52022
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
52021
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
32017
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
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
12023
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Articles 1–20