| Water price prediction for increasing market efficiency using random forest regression: A case study in the Western United States Z Xu, J Lian, L Bin, K Hua, K Xu, HY Chan Water 11 (2), 228, 2019 | 17 | 2019 |
| Using stochastic programming to train neural network approximation of nonlinear MPC laws Y Li, K Hua, Y Cao Automatica 146, 110665, 2022 | 11 | 2022 |
| Long-lead term precipitation forecasting by hierarchical clustering-based bayesian structural vector autoregression K Hua, DA Simovici 2016 IEEE 13th International Conference on Networking, Sensing, and Control …, 2016 | 11 | 2016 |
| Optimization of compressor standby schemes for gas transmission pipeline systems based on gas delivery reliability Q Chen, L Zuo, C Wu, Y Li, K Hua, M Mehrtash, Y Cao Reliability Engineering & System Safety 221, 108351, 2022 | 9 | 2022 |
| A Scalable deterministic global optimization algorithm for clustering problems K Hua, M Shi, Y Cao International Conference on Machine Learning, 4391-4401, 2021 | 7 | 2021 |
| Data ultrametricity and clusterability D Simovici, K Hua Journal of Physics: Conference Series 1334 (1), 012002, 2019 | 7 | 2019 |
| A scalable deterministic global optimization algorithm for training optimal decision tree K Hua, J Ren, Y Cao Advances in Neural Information Processing Systems 35, 8347-8359, 2022 | 5 | 2022 |
| Global Optimal K-Medoids Clustering of One Million Samples J Ren*, K Hua*, Y Cao Advances in Neural Information Processing Systems 35, 982-994, 2022 | 5 | 2022 |
| Ultrametricity of dissimilarity spaces and its significance for data mining DA Simovici, R Vetro, K Hua Advances in Knowledge Discovery and Management: Volume 6, 141-155, 2017 | 5 | 2017 |
| Development of method for assessing water footprint sustainability Z Xu, J Lian, R Wang, Y Qiu, T Song, K Hua Water 14 (5), 694, 2022 | 4 | 2022 |
| Global Optimization of K-Center Clustering M Shi*, K Hua*, J Ren, Y Cao International Conference on Machine Learning, 19956-19966, 2022 | 3 | 2022 |
| Deep-Learning-Based Predictive Control of Battery Management for Frequency Regulation Y Li, Y Wang, Y Chen, Y Lu, K Hua, J Ren, G Mozafari, Q Lu, Y Cao Industrial & Engineering Chemistry Research 61 (24), 8432-8442, 2022 | 3 | 2022 |
| Stochastic optimal device sizing model for zero energy buildings: A parallel computing solution M Mehrtash, G Mozafari, K Hua, Y Cao IEEE Transactions on Industry Applications 58 (3), 3275-3284, 2022 | 1 | 2022 |
| Clusterability, model selection and evaluation K Hua University of Massachusetts Boston, 2019 | 1 | 2019 |
| Dual criteria determination of the number of clusters in data K Hua, DA Simovici 2018 20th International Symposium on Symbolic and Numeric Algorithms for …, 2018 | 1 | 2018 |
| Prediction of Patient Survival After Kidney Transplantation: Construction, Validation and Evaluation of Decision Models Using Data Mining Approaches I Scheffner, K Hua, D Simovici, T Abeling, H Haller, W Gwinner AMERICAN JOURNAL OF TRANSPLANTATION 16, 572-573, 2016 | 1 | 2016 |
| A GPU-Accelerated Moving-Horizon Algorithm for Training Deep Classification Trees on Large Datasets J Ren, V Osuna-Enciso, M Okamoto, Q Mao, C Ji, L Cao, K Hua, Y Cao arXiv preprint arXiv:2311.06952, 2023 | | 2023 |
| Multilingual Lexical Simplification via Paraphrase Generation K Liu, J Qiang, Y Li, Y Yuan, Y Zhu, K Hua arXiv preprint arXiv:2307.15286, 2023 | | 2023 |
| Global Optimal Explainable Models for Biorefining J Ren, K Hua, H Trajano, Y Cao Computer Aided Chemical Engineering 52, 1339-1346, 2023 | | 2023 |
| A Global Optimization Algorithm for K-Center Clustering of One Billion Samples J Ren, N You, K Hua, C Ji, Y Cao arXiv preprint arXiv:2301.00061, 2022 | | 2022 |
Yankai CaoAssistant Professor, University of British ColumbiaVerified email at ubc.ca
