| XGBoost-based framework for smoking-induced noncommunicable disease prediction K Davagdorj, VH Pham, N Theera-Umpon, KH Ryu International journal of environmental research and public health 17 (18), 6513, 2020 | 62 | 2020 |
| A comparative analysis of machine learning methods for class imbalance in a smoking cessation intervention K Davagdorj, JS Lee, VH Pham, KH Ryu Applied Sciences 10 (9), 3307, 2020 | 36 | 2020 |
| Explainable artificial intelligence based framework for non-communicable diseases prediction K Davagdorj, JW Bae, VH Pham, N Theera-Umpon, KH Ryu Ieee Access 9, 123672-123688, 2021 | 30 | 2021 |
| A collaborative filtering recommendation system for rating prediction K Davagdorj, KH Park, KH Ryu Advances in Intelligent Information Hiding and Multimedia Signal Processing …, 2019 | 19 | 2019 |
| Prediction of 6 months smoking cessation program among women in Korea K Davagdorj, SH Yu, SY Kim, P Van Huy, JH Park, KH Ryu International Journal of Machine Learning and Computing 9 (1), 83-90, 2019 | 15 | 2019 |
| A machine-learning approach for predicting success in smoking cessation intervention K Davagdorj, JS Lee, KH Park, KH Ryu 2019 IEEE 10th International Conference on Awareness Science and Technology …, 2019 | 12 | 2019 |
| 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 |
| Discovering thematically coherent biomedical documents using contextualized bidirectional encoder representations from transformers-based clustering K Davagdorj, L Wang, M Li, VH Pham, KH Ryu, N Theera-Umpon International Journal of Environmental Research and Public Health 19 (10), 5893, 2022 | 7 | 2022 |
| Local interpretable model-agnostic explanations of predictive models for hypertension K Davagdorj, M Li, KH Ryu Advances in Intelligent Information Hiding and Multimedia Signal Processing …, 2021 | 6 | 2021 |
| 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 |
| Association Rule Mining on Head and Neck Squamous Cell Carcinoma Cancer using FP Growth algorithm K Davagdorj, KH Ryu Proceedings of the International Conference on Information, System and …, 2018 | 5 | 2018 |
| Synthetic oversampling based decision support framework to solve class imbalance problem in smoking cessation program K Davagdorj, JS Lee, KH Park, P Van Huy, KH Ryu International Journal of Applied Science and Engineering 17 (3), 223-235, 2020 | 3 | 2020 |
| Cost-sensitive neural network for prediction of hypertension using class imbalance dataset K Davagdorj, JS Lee, KH Park, KH Ryu Advances in Intelligent Information Hiding and Multimedia Signal Processing …, 2021 | 2 | 2021 |
| 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 | 1 | 2021 |
| Variational Autoencoder-Based Deep Neural Network for Coronary Heart Disease Risk Prediction T Amarbayasgalan, KH Park, K Davagdorj, KH Ryu, N Theera-Umpon Advances in Intelligent Information Hiding and Multimedia Signal Processing …, 2022 | | 2022 |
| Adaptive Softmax Regression for Credit Scoring L Munkhdalai, K Davagdorj, VH Pham, KH Ryu Advances in Intelligent Information Hiding and Multimedia Signal Processing …, 2021 | | 2021 |
| Advances in Intelligent Information Hiding and Multimedia Signal Processing: Proceeding of the 16th International Conference on IIHMSP in Conjunction with the 13th … JS Pan, J Li, KH Ryu, Z Meng, A Klasnja-Milicevic Springer, 2021 | | 2021 |
| Recent Challenges in Intelligent Information and Database Systems: 13th Asian Conference, ACIIDS 2021, Phuket, Thailand, April 7–10, 2021, Proceedings TP Hong, K Wojtkiewicz, R Chawuthai, P Sitek Springer Nature, 2021 | | 2021 |
| A Matrix Factorization Approach for User Rating Prediction in Book Recommender System K Davagdorj, D Li, KH Park, KH Ryu Proceedings of the International Conference on Information, System and …, 2019 | | 2019 |
| The Collaborative Filtering Recommendation System Design for Online Shopping K Davagdorj, HW Park, JS Lee, I Musa, KH Ryu 한국콘텐츠학회 ICCC 논문집, 23-24, 2018 | | 2018 |
