| Categorical data transformation and clustering for machine learning using data repository systems K Modarresi, AI Munir US Patent 11,036,811, 2021 | 11 | 2021 |
| Extracting Multilingual Relations under Limited Resources: TAC 2016 Cold-Start KB construction and Slot-Filling using Compositional Universal Schema. HS Chang, A Munir, A Liu, JTZ Wei, A Traylor, A Nagesh, N Monath, ... TAC, 2016 | 10 | 2016 |
| Standardization of featureless variables for machine learning models using natural language processing K Modarresi, A Munir Computational Science–ICCS 2018: 18th International Conference, Wuxi, China …, 2018 | 4 | 2018 |
| Generalized variable conversion using k-means clustering and web scraping K Modarresi, A Munir Computational Science–ICCS 2018: 18th International Conference, Wuxi, China …, 2018 | 3 | 2018 |
| Categorical data transformation and clustering for machine learning using natural language processing K Modarresi, AI Munir US Patent 11,531,927, 2022 | 2 | 2022 |
