| Online big data-driven oil consumption forecasting with Google trends L Yu, Y Zhao, L Tang, Z Yang International Journal of Forecasting 35 (1), 213-223, 2019 | 254 | 2019 |
| GAMI-Net: An explainable neural network based on generalized additive models with structured interactions Z Yang, A Zhang, A Sudjianto Pattern Recognition 120, 108192, 2021 | 125 | 2021 |
| Enhancing explainability of neural networks through architecture constraints Z Yang, A Zhang, A Sudjianto IEEE Transactions on Neural Networks and Learning Systems 32 (6), 2610-2621, 2020 | 114 | 2020 |
| A novel multistage deep belief network based extreme learning machine ensemble learning paradigm for credit risk assessment L Yu, Z Yang, L Tang Flexible Services and Manufacturing Journal 28, 576-592, 2016 | 60 | 2016 |
| Interval-valued data prediction via regularized artificial neural network Z Yang, DKJ Lin, A Zhang Neurocomputing 331, 336-345, 2019 | 38 | 2019 |
| Unwrapping the black box of deep ReLU networks: interpretability, diagnostics, and simplification A Sudjianto, W Knauth, R Singh, Z Yang, A Zhang arXiv preprint arXiv:2011.04041, 2020 | 37 | 2020 |
| A portfolio optimization model based on information entropy and fuzzy time series R Zhou, Z Yang, M Yu, DA Ralescu Fuzzy Optimization and Decision Making 14, 381-397, 2015 | 29 | 2015 |
| Prediction-based multi-objective optimization for oil purchasing and distribution with the NSGA-II algorithm L Yu, Z Yang, L Tang International Journal of Information Technology & Decision Making 15 (02 …, 2016 | 20 | 2016 |
| Quantile estimators with orthogonal pinball loss function L Yu, Z Yang, L Tang Journal of Forecasting 37 (3), 401-417, 2018 | 9 | 2018 |
| Hyperparameter optimization via sequential uniform designs Z Yang, A Zhang Journal of Machine Learning Research 22 (149), 1-47, 2021 | 8 | 2021 |
| An effective SteinGLM initialization scheme for training multi-layer feedforward sigmoidal neural networks Z Yang, H Zhang, A Sudjianto, A Zhang Neural Networks 139, 149-157, 2021 | 4 | 2021 |
| Single-index model tree A Sudjianto, Z Yang, A Zhang IEEE Transactions on Knowledge and Data Engineering 35 (3), 3101-3114, 2021 | 3 | 2021 |
| The Anatomy of Mortgage Default Using Shape-Constrained Explainable Machine Learning Model. G Deng, G Xu, Z Yang, Y Liang, X Wang, Q Fu, A Zhang, A Sudjianto Journal of Financial Data Science 5 (4), 2023 | 2 | 2023 |
| PiML Toolbox for Interpretable Machine Learning Model Development and Diagnostics A Sudjianto, A Zhang, Z Yang, Y Su, N Zeng arXiv preprint arXiv:2305.04214, 2023 | 2 | 2023 |
| Efficient Model-Free Subsampling Method for Massive Data Z Zhou, Z Yang, A Zhang, Y Zhou Technometrics 66 (2), 240-252, 2024 | 1 | 2024 |
| A Sequential Stein’s Method for Faster Training of Additive Index Models H Zhang, Z Yang, A Sudjianto, A Zhang IEEE Transactions on Neural Networks and Learning Systems, 2023 | | 2023 |
Agus SudjiantoWells Fargo在 wellsfargo.com 的电子邮件经过验证
