Issued Patents 2023
| Patent # | Title | Co-Inventors | Date |
|---|---|---|---|
| 11663528 | Training an ensemble of machine learning models for classification prediction using probabilities and ensemble confidence | Alexander S. Ran | 2023-05-30 |
| 11657447 | Transaction-based verification of income and employment | Alexander S. Ran | 2023-05-23 |
| 11587161 | Explainable complex model | Eric King Loong Shiu, Alexander S. Ran, Marko Rukonic, Wei Wang, Zhicheng Xue | 2023-02-21 |
| 11557003 | Ad hoc electronic messaging using financial transaction data | Alexander S. Ran | 2023-01-17 |