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Automated model predictive control using a regression-optimization framework for sequential decision making |
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Regression-optimization control of production process with dynamic inputs |
Lam Minh Nguyen, Nianjun Zhou, Binny Winston Samuel |
2025-08-26 |
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Intelligent dynamic condition-based infrastructure maintenance scheduling |
Dzung Tien Phan, Nianjun Zhou, Lam Minh Nguyen |
2024-12-03 |
| 11676039 |
Optimal interpretable decision trees using integer linear programming techniques |
Haoran Zhu, Dung Phan, Lam Minh Nguyen |
2023-06-13 |
| 11663679 |
Generating mode change alerts with automatic detection from sensor data |
Nianjun Zhou, Dharmashankar Subramanian, Patrick Watson, Wesley M. Gifford, Jayant R. Kalagnanam |
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Site-wide operations management optimization for manufacturing and processing control |
Dung Phan, Lam Minh Nguyen, Hongsheng Liu |
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Predictive models having decomposable hierarchical layers configured to generate interpretable results |
Nianjun Zhou, Wesley M. Gifford, Ta-Hsin Li, Pietro Mazzoleni |
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Facilitating extraction of individual customer level rationales utilizing deep learning neural networks coupled with interpretability-oriented feature engineering and post-processing |
Nianjun Zhou, Ta-Hsin Li, Pietro Mazzoleni, Wesley M. Gifford |
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| 11099529 |
Prediction optimization for system level production control |
Dzung Tien Phan, Lam Minh Nguyen, Jayant R. Kalagnanam |
2021-08-24 |
| 10482491 |
Targeted marketing for user conversion |
Ying Li, Roman Vaculin |
2019-11-19 |
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Robust selection of candidates |
Wesley M. Gifford, Anshul Sheopuri |
2018-05-15 |
| 9132742 |
Electric vehicle (EV) charging infrastructure with charging stations optimumally sited |
Jing Dai, Ajay A. Deshpande, Younghun Kim, Ming Li, Sambit Sahu |
2015-09-15 |
| 9042908 |
Identifying purpose-based origin-destination using call detailed records |
Jing Dai, Ming Li, Milind R. Naphade, Sambit Sahu |
2015-05-26 |