Multicategory outcome weighted margin-based learning for estimating individualized treatment rules C Zhang, J Chen, H Fu, X He, Y Zhao, Y Liu Statistica Sinica, 2018 | 45 | 2018 |
Estimating individualized treatment rules for ordinal treatments J Chen, H Fu, X He, MR Kosorok, Y Liu Biometrics 74 (3), 924-933, 2018 | 44 | 2018 |
Double Sparsity Kernel Learning with Automatic Variable Selection and Data Extraction J Chen, C Zhang, MR Kosorok, Y Liu arXiv preprint arXiv:1706.01426, 2017 | 20 | 2017 |
Identifying heterogeneous effect using latent supervised clustering with adaptive fusion J Chen, Q Tran-Dinh, MR Kosorok, Y Liu Journal of Computational and Graphical Statistics 30 (1), 43-54, 2021 | 15 | 2021 |
High-dimensional precision medicine from patient-derived xenografts NU Rashid, DJ Luckett, J Chen, MT Lawson, L Wang, Y Zhang, EB Laber, ... Journal of the American Statistical Association 116 (535), 1140-1154, 2020 | 14 | 2020 |
A distributed decision tree algorithm and its implementation on big data platforms J Chen, T Wang, R Abbey, J Pingenot 2016 IEEE International Conference on Data Science and Advanced Analytics …, 2016 | 13 | 2016 |
Architecture for dynamic management of dialog message templates H Elfardy, C Jingxiang, J Kramer, A Kahn, S Wang US Patent 11,418,461, 2022 | 12 | 2022 |
A master pipeline for discovery and validation of biomarkers SJT Hidalgo, MT Lawson, DJ Luckett, M Chaudhari, J Chen, A Choudhury, ... Machine Learning for Health Informatics: State-of-the-Art and Future …, 2016 | 6 | 2016 |
Detect profane language in streaming services to protect young audiences J Chen, K Wei, X Hao Proceedings of the 4th Workshop on e-Commerce and NLP, 123-131, 2021 | 1 | 2021 |
Context-based abusive language detection and response for media C Jingxiang, V Germano, X Hao US Patent 11,829,717, 2023 | | 2023 |
Temporal localization of mature content in long-form videos using only video-level labels X Hao, C Jingxiang, V Germano, MR Hamid, L Sharma US Patent 11,829,413, 2023 | | 2023 |
Automating template creation for ranking-based dialogue models J Chen, H Elfardy, S Wang, A Kahn, J Kramer Proceedings of the 2nd Workshop on Natural Language Processing for …, 2020 | | 2020 |
Rejoinder of “Double sparsity kernel learning with automatic variable selection and data extraction” J Chen, C Zhang, MR Kosorok, Y Liu Statistics and Its Interface 11 (3), 429-431, 2018 | | 2018 |
Machine Learning Techniques for Heterogeneous Data Sets J Chen The University of North Carolina at Chapel Hill, 2017 | | 2017 |
Machine learning for health informatics: state-of-the-art and future challenges A Holzinger Springer, 2016 | | 2016 |
Discussion on Bayesian Nonparametric Estimation for Dynamic Treatment Regimes With Sequential Transition Times Comment J Chen, Y Liu, D Zeng, R Song, Y Zhao, MR Kosorok JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 111 (515), 942-947, 2016 | | 2016 |
Differential phosphorylation of signaling targets as a function of RAS mutation status and tumor histology in non-small cell lung cancer. SW Um, J Chen, C Lee, NE Sharpless, PJ Roberts, DN Hayes Cancer Research 73 (8_Supplement), 2400-2400, 2013 | | 2013 |
纵向数据中分层线性模型的变量筛选 陈劲翔, 易丹辉 Journal of Data Analysis 5 (1), 99-117, 2010 | | 2010 |
Supplementary Materials for “Multicategory Outcome Weighted Margin-based Learning for Estimating Individualized Treatment Rules” C Zhang, J Chen, H Fu, X He, YQ Zhao, Y Liu | | |
Statistica Sinica Preprint No: SS-2017-0527 J Chen, H Fu, X He, YQ Zhao, Y Liu | | |