| Predictive analytics of insurance claims using multivariate decision trees Z Quan, EA Valdez Dependence Modeling 6 (1), 377-407, 2018 | 54 | 2018 |
| Tree-based models for variable annuity valuation: Parameter tuning and empirical analysis Z Quan, G Gan, E Valdez Annals of Actuarial Science, 1-24, 2021 | 18* | 2021 |
| Imbalanced learning for insurance using modified loss functions in tree-based models C Hu, Z Quan, WF Chong Insurance: Mathematics and Economics 106, 13-32, 2022 | 6 | 2022 |
| Machine learning techniques for variable annuity valuation G Gan, Z Quan, E Valdez 2018 4th International Conference on Big Data and Information Analytics …, 2018 | 6 | 2018 |
| Insurance Analytics with Tree-Based Models Z Quan University of Connecticut, 2019 | 4 | 2019 |
| On hybrid tree-based methods for short-term insurance claims Z Quan, Z Wang, G Gan, EA Valdez Probability in the Engineering and Informational Sciences 37 (2), 597-620, 2023 | 2 | 2023 |
| Incident-Specific Cyber Insurance W Fung Chong, D Linders, Z Quan, L Zhang arXiv e-prints, arXiv: 2308.00921, 2023 | 1* | 2023 |
| Machine learning and its application in variable annuity valuation G Gan, Z Quan, EA Valdez Proceedings of the 2018 SIAM International Conference on Data Mining, 2018 | 1 | 2018 |
| Privacy-Enhancing Collaborative Information Sharing through Federated Learning--A Case of the Insurance Industry P Dong, Z Quan, B Edwards, S Wang, R Feng, T Wang, P Foley, P Shah arXiv preprint arXiv:2402.14983, 2024 | | 2024 |
| Federated Learning for Insurance Companies P Dong, R Feng, Z Quan, T Wang Society of Actuaries Research Institute (https://www.soa.org/resources …, 2024 | | 2024 |
| Improving Business Insurance Loss Models by Leveraging InsurTech Innovation Z Quan, C Hu, P Dong, EA Valdez arXiv preprint arXiv:2401.16723, 2024 | | 2024 |
| CyLit: An NLP-Powered Repository and Search Tool for Cyber Risk Literature Z Quan, L Zhang, WF Chong, R Feng Society of Actuaries Research Institute (https://www.soa.org/resources …, 2023 | | 2023 |
| Privacy-Preserving Collaborative Information Sharing through Federated Learning–A Case of the Insurance Industry P Dong, R Feng, Z Quan, T Wang PSAM 2023 Topical Conference on AI and Risk Analysis for Probabilistic …, 2023 | | 2023 |
Emiliano A. ValdezUniversity of ConnecticutVerified email at uconn.edu
