| Outer-points shaver: Robust graph-based clustering via node cutting Y Kim, H Do, SB Kim Pattern Recognition 97, 107001, 2020 | 22 | 2020 |
| Factors associated with hospital admission and severe outcomes for older patients with COVID‐19 J Kim, C Blaum, R Ferris, M Arcila‐Mesa, H Do, C Pulgarin, J Dolle, ... Journal of the American Geriatrics Society 70 (7), 1906-1917, 2022 | 18 | 2022 |
| Fair generalized linear models with a convex penalty H Do, P Putzel, AS Martin, P Smyth, J Zhong International Conference on Machine Learning, 5286-5308, 2022 | 18 | 2022 |
| A joint fairness model with applications to risk predictions for underrepresented populations H Do, S Nandi, P Putzel, P Smyth, J Zhong Biometrics 79 (2), 826-840, 2023 | 9 | 2023 |
| Graph structured sparse subset selection H Do, MS Cheon, SB Kim Information Sciences 518, 71-94, 2020 | 7 | 2020 |
| Hierarchical segment-channel attention network for explainable multichannel signal classification J Lee, H Do, M Kwak, H Kahng, SB Kim Information Sciences 567, 312-331, 2021 | 6 | 2021 |
| Dynamic survival analysis for ehr data with personalized parametric distributions P Putzel, H Do, A Boyd, H Zhong, P Smyth Machine Learning for Healthcare Conference, 648-673, 2021 | 5 | 2021 |
| Domain Generalization via Heckman-type Selection Models H Kahng, H Do, J Zhong The Eleventh International Conference on Learning Representations, 2023 | 4 | 2023 |
| A Hierarchical Spatial-Test Attention Network for Explainable Multiple Wafer Bin Maps Classification H Do, C Lee, SB Kim IEEE Transactions on Semiconductor Manufacturing 35 (1), 78-86, 2021 | 4 | 2021 |
| Proximity-based density description with regularized reconstruction algorithm for anomaly detection J Yu, H Do Information Sciences 654, 119816, 2024 | 3 | 2024 |
| Fair Survival Time Prediction via Mutual Information Minimization H Do, Y Chang, YS Cho, P Smyth, J Zhong Machine Learning for Healthcare Conference, 128-149, 2023 | 3 | 2023 |
| Model-based estimation of individual-level social determinants of health and its applications in All of Us BY Kim, R Anthopolos, H Do, J Zhong Journal of the American Medical Informatics Association 31 (12), 2880-2889, 2024 | 1 | 2024 |
| Learning Representation for Multitask learning through Self Supervised Auxiliary learning S Shin, H Do, Y Son European Conference on Computer Vision ECCV 2024, 2024 | 1 | 2024 |
| Quantitative multiplex immunohistochemistry reveals inter-patient lymphovascular and immune heterogeneity in primary cutaneous melanoma J Femel, C Hill, I Illa Bochaca, JL Booth, TG Asnaashari, MM Steele, ... Frontiers in immunology 15, 1328602, 2024 | 1 | 2024 |
| Early Diagnosis and Prediction of Wafer Quality Using Machine Learning on sub-10nm Logic Technology HK Ko, S Park, J Ryu, SR Kim, G Lee, D Lee, S Pae, E Lee, Y Ji, H Jiang, ... 2020 IEEE International Reliability Physics Symposium (IRPS), 1-5, 2020 | 1 | 2020 |
| Incidence and Prevalence of Post-COVID-19 Myalgic Encephalomyelitis: A Report from the Observational RECOVER-Adult Study SD Vernon, T Zheng, H Do, VC Marconi, LA Jason, NG Singer, ... Journal of General Internal Medicine, 1-10, 2025 | | 2025 |
| An implementation trial to mAnage siCkle CELl disEase through incReased AdopTion of hydroxyurEa in Nigeria (ACCELERATE): Study protocol E Peprah, J Gyamfi, J Patena, H Kayalioglu, T Hameed, G Ogedegbe, ... PloS one 20 (1), e0311900, 2025 | | 2025 |
| A Fully Controllable UAV Using Curriculum Learning and Goal-Conditioned Reinforcement Learning: From Straight Forward to Round Trip Missions. H Kim, J Choi, H Do, GT Lee Drones (2504-446X) 9 (1), 2025 | | 2025 |
| Survival After Radical Cystectomy for Bladder Cancer: Development of a Fair Machine Learning Model S Carbunaru, Y Neshatvar, H Do, K Murray, R Ranganath, M Nayan JMIR Medical Informatics 12 (1), e63289, 2024 | | 2024 |
Padhraic SmythDistinguished Professor, Computer Science, University of California IrvineAdresse e-mail validée de ics.uci.edu