Lkhagvadorj Munkhdalai
Lkhagvadorj Munkhdalai
PhD Student, Database/Bioinformatics lab, Chungbuk National University
Verified email at dblab.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
622019
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
212019
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
212019
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
192018
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
132019
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
112020
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 …, 2020
102020
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
72018
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
62018
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
52020
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
32020
Credit scoring with deep learning
L Munkhdalai, OE Namsrai, KH Ryu
Proc. 4th Int. Conf. Inf. Syst. Appl., 1-6, 2018
32018
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
22020
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
22017
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
A subtype classification of hematopoietic cancer using machine learning approach
KH Park, VH Pham, K Davagdorj, L Munkhdalai, KH Ryu
Asian Conference on Intelligent Information and Database Systems, 113-121, 2021
12021
A Partially Interpretable Adaptive Softmax Regression for Credit Scoring
L Munkhdalai, KH Ryu, OE Namsrai, N Theera-Umpon
Applied Sciences 11 (7), 3227, 2021
12021
A locally adaptive interpretable regression
L Munkhdalai, T Munkhdalai, KH Ryu
arXiv preprint arXiv:2005.03350, 2020
12020
Attention-Based Deep Neural Network for Coronary Heart Disease Risk Prediction
T Amarbayasgalan, KH Park, L Munkhdalai, KH Ryu
Advances in Intelligent Information Hiding and Multimedia Signal Processing …, 2021
2021
Bayesian Meta Regression
L Munkhdalai, VH Pham, KH Ryu
Advances in Intelligent Information Hiding and Multimedia Signal Processing …, 2021
2021
The system can't perform the operation now. Try again later.
Articles 1–20