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Differentially Private Generative Adversarial Networks with Model Inversion

Jan 10, 2022
Dongjie Chen, Sen-ching Samson Cheung, Chen-Nee Chuah, Sally Ozonoff

* Accepted by 13th IEEE International Workshop on Information Forensics and Security (WIFS 2021), Montpellier, France 

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A Natural Language Processing and Deep Learning based Model for Automated Vehicle Diagnostics using Free-Text Customer Service Reports

Nov 29, 2021
Ali Khodadadi, Soroush Ghandiparsi, Chen-Nee Chuah

* 24 page, 8 figures 

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Deep Learning-Based Detection of the Acute Respiratory Distress Syndrome: What Are the Models Learning?

Sep 25, 2021
Gregory B. Rehm, Chao Wang, Irene Cortes-Puch, Chen-Nee Chuah, Jason Adams

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Clinical Validation of Single-Chamber Model-Based Algorithms Used to Estimate Respiratory Compliance

Sep 19, 2021
Gregory Rehm, Jimmy Nguyen, Chelsea Gilbeau, Marc T Bomactao, Chen-Nee Chuah, Jason Adams

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Minimizing L1 over L2 norms on the gradient

Jan 04, 2021
Chao Wang, Min Tao, Chen-Nee Chuah, James Nagy, Yifei Lou

* 25 pages 

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Improving Mechanical Ventilator Clinical Decision Support Systems with A Machine Learning Classifier for Determining Ventilator Mode

Apr 29, 2019
Gregory B. Rehm, Brooks T. Kuhn, Jimmy Nguyen, Nicholas R. Anderson, Chen-Nee Chuah, Jason Y. Adams

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Who Will Share My Image? Predicting the Content Diffusion Path in Online Social Networks

Nov 29, 2017
Wenjian Hu, Krishna Kumar Singh, Fanyi Xiao, Jinyoung Han, Chen-Nee Chuah, Yong Jae Lee

* 9 pages, 6 figures 

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Anomaly Detection in Hierarchical Data Streams under Unknown Models

Sep 11, 2017
Sattar Vakili, Qing Zhao, Chang Liu, Chen-Nee Chuah

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