Semantic-emotion neural network for emotion recognition from text E Batbaatar, M Li, KH Ryu IEEE access 7, 111866-111878, 2019 | 215 | 2019 |
Ontology-based healthcare named entity recognition from twitter messages using a recurrent neural network approach E Batbaatar, KH Ryu International journal of environmental research and public health 16 (19), 3628, 2019 | 66 | 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 | 62 | 2019 |
Classification of kidney cancer data using cost-sensitive hybrid deep learning approach HS Shon, E Batbaatar, KO Kim, EJ Cha, KA Kim Symmetry 12 (1), 154, 2020 | 37 | 2020 |
A deep learning model for estimation of patients with undiagnosed diabetes KS Ryu, SW Lee, E Batbaatar, JW Lee, KS Choi, HS Cha Applied Sciences 10 (1), 421, 2020 | 28 | 2020 |
Unsupervised pre-training of imbalanced data for identification of wafer map defect patterns HS Shon, E Batbaatar, WS Cho, SG Choi IEEE Access 9, 52352-52363, 2021 | 26 | 2021 |
Deep learning feature extraction approach for hematopoietic cancer subtype classification KH Park, E Batbaatar, Y Piao, N Theera-Umpon, KH Ryu International Journal of Environmental Research and Public Health 18 (4), 2197, 2021 | 22 | 2021 |
Effect of psychological factors on credit risk: A case study of the microlending service in Mongolia M Ganbat, E Batbaatar, G Bazarragchaa, T Ider, E Gantumur, ... Behavioral Sciences 11 (4), 47, 2021 | 19 | 2021 |
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 | 16 | 2020 |
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 | 12 | 2020 |
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 (1), 3265281, 2018 | 12 | 2018 |
DeepEnergy: Prediction of appliances energy with long-short term memory recurrent neural network E Batbaatar, HW Park, D Li, M Li, KH Ryu Asian Conference on Intelligent Information and Database Systems, 224-234, 2018 | 11 | 2018 |
Design and partial implementation of health care system for disease detection and behavior analysis by using DM techniques D Li, HW Park, MIM Ishag, E Batbaatar, KH Ryu 2016 IEEE 14th Intl Conf on Dependable, Autonomic and Secure Computing, 14th …, 2016 | 11 | 2016 |
Risk factors rule mining in hypertension: Korean national health and nutrient examinations survey 2007–2014 HW Park, E Batbaatar, D Li, KH Ryu 2016 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2016 | 9 | 2016 |
Design of health care system for disease detection and prediction on Hadoop using DM techniques D Li, HW Park, E Batbaatar, Y Piao, KH Ryu Conference on health informatics and medical systems, 2016 | 7 | 2016 |
Synthetic tabular data based on generative adversarial networks in health care: generation and validation using the divide-and-conquer strategy HYJ Kang, E Batbaatar, DW Choi, KS Choi, M Ko, KS Ryu JMIR Medical Informatics 11, e47859, 2023 | 4 | 2023 |
Multi-task topic analysis framework for hallmarks of cancer with weak supervision E Batbaatar, VH Pham, KH Ryu Applied Sciences 10 (3), 834, 2020 | 3 | 2020 |
Deep Autoencoder based Classification for Clinical Prediction of Kidney Cancer HS Shon, E Batbaatar, EJ Cha, TG Kang, SG Choi, KA Kim 전기학회논문지 71 (10), 1393-1404, 2022 | 2 | 2022 |
A dependency graph-based keyphrase extraction method using anti-patterns K Batsuren, E Batbaatar, T Munkhdalai, M Li, OE Namsrai, KH Ryu Journal of Information Processing Systems 14 (5), 1254-1271, 2018 | 2 | 2018 |
An Effective Feature Selection and Classification Model for High Dimensional Big Data Sets. D Li, KH Ryu, E Batbaatar, HW Park, SP Jeone, Z Ye International Journal of Design, Analysis & Tools for Integrated Circuits …, 2018 | 1 | 2018 |