| Towards automated machine learning: Evaluation and comparison of AutoML approaches and tools A Truong, A Walters, J Goodsitt, K Hines, CB Bruss, R Farivar 2019 IEEE 31st international conference on tools with artificial …, 2019 | 252 | 2019 |
| Fully automated machine learning system which generates and optimizes solutions given a dataset and a desired outcome A Walters, J Goodsitt, A Truong, FAT Abad, M Watson, V Pham, K Key, ... US Patent 10,592,386, 2020 | 41 | 2020 |
| Systems and methods for detecting data drift for data used in machine learning models A Walters, J Goodsitt, A Truong, FAT Abad, M Watson, V Pham, K Key, ... US Patent 10,599,957, 2020 | 33 | 2020 |
| Real-time synthetically generated video from still frames A Walters, V Pham, K Key, K Taylor, A Truong, FAT Abad, J Goodsitt US Patent 10,382,799, 2019 | 30 | 2019 |
| Systems and methods to improve data clustering using a meta-clustering model A Walters, J Goodsitt, A Truong, R Farivar US Patent 10,671,884, 2020 | 28 | 2020 |
| Systems and methods for dynamic account management using machine learning A Walters, J Goodsitt, G Rafferty, M Watson, A Truong, V Pham, R Farivar US Patent App. 16/536,752, 2021 | 20 | 2021 |
| Systems and methods for hyperparameter tuning J Goodsitt, A Walters, FAT Abad, A Truong, M Watson, V Pham, K Key, ... US Patent 11,210,144, 2021 | 19 | 2021 |
| Data model generation using generative adversarial networks A Truong, FAT Abad, J Goodsitt, A Walters, M Watson, V Pham, K Key, ... US Patent 10,460,235, 2019 | 17 | 2019 |
| Techniques for peer entity account management V Pham, R Farivar, JE Goodsitt, FAT Abad, A Truong, K Key, AG Walters US Patent 10,440,015, 2019 | 16 | 2019 |
| Systems and methods to use neural networks to transform a model into a neural network model V Pham, A Truong, FAT Abad, J Goodsitt, A Walters, M Watson, R Farivar, ... US Patent 11,126,475, 2021 | 15 | 2021 |
| Systems and methods for generating interfaces based on user proficiency M Watson, K Taylor, FAT Abad, V Pham, A Truong, J Goodsitt, R Farivar, ... US Patent 10,768,952, 2020 | 15 | 2020 |
| Object detection techniques using colorspace conversions AG Walters, JE Goodsitt, FAT Abad, A Truong US Patent 10,762,371, 2020 | 15 | 2020 |
| Systems and methods for dynamically modifying visual content to account for user visual impairment J Goodsitt, A Truong, M Watson, FAT Abad, R Farivar, A Walters US Patent 10,314,477, 2019 | 15 | 2019 |
| System and apparatus for secure password recovery and identity verification A Truong, K Key, J Goodsitt, K Taylor, R Farivar, M Watson, FAT Abad, ... US Patent 10,162,956, 2018 | 15 | 2018 |
| Systems and methods for synthetic data generation for time-series data using data segments A Walters, M Watson, A Truong, J Goodsitt, R Farivar, K Key, V Pham, ... US Patent 10,884,894, 2021 | 14 | 2021 |
| Optimality of periodwise static priority policies in real-time communications IH Hou, A Truong, S Chakraborty, PR Kumar 2011 50th IEEE Conference on Decision and Control and European Control …, 2011 | 14 | 2011 |
| Methods, mediums, and systems for establishing and using security questions V Pham, AG Walters, JE Goodsitt, FAT Abad, A Truong, K Key, K Taylor US Patent 10,268,817, 2019 | 13 | 2019 |
| Systems and methods for identifying form fields J Goodsitt, A Walters, V Pham, M Watson, A Truong, FAT Abad, R Farivar, ... US Patent 10,482,174, 2019 | 12 | 2019 |
| Real-time synthetically generated video from still frames A Walters, V Pham, K Key, K Taylor, A Truong, FAT Abad, J Goodsitt US Patent 11,032,585, 2021 | 11 | 2021 |
| Method and apparatus for managing artificial intelligence systems J Goodsitt, A Walters, V Pham, M Watson, R Farivar, A Truong, G Rafferty US Patent App. 16/584,652, 2021 | 11 | 2021 |
Reza FarivarAdjunct assistant professor of Computer Science, University of Illinois at Urbana-ChampaignVerified email at illinois.edu
