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Andre T. Nguyen
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Combining search, social media, and traditional data sources to improve influenza surveillance
M Santillana, AT Nguyen, M Dredze, MJ Paul, EO Nsoesie, JS Brownstein
PLoS computational biology 11 (10), e1004513, 2015
4492015
Flu Near You: crowdsourced symptom reporting spanning 2 influenza seasons
MS Smolinski, AW Crawley, K Baltrusaitis, R Chunara, JM Olsen, ...
American journal of public health 105 (10), 2124-2130, 2015
2152015
An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time
NE Kogan, L Clemente, P Liautaud, J Kaashoek, NB Link, AT Nguyen, ...
Science Advances 7 (10), eabd6989, 2021
1522021
Cloud-based electronic health records for real-time, region-specific influenza surveillance
M Santillana, AT Nguyen, T Louie, A Zink, J Gray, I Sung, JS Brownstein
Scientific reports 6 (1), 1-8, 2016
812016
Combining participatory influenza surveillance with modeling and forecasting: Three alternative approaches
JS Brownstein, S Chu, A Marathe, MV Marathe, AT Nguyen, D Paolotti, ...
JMIR public health and surveillance 3 (4), e7344, 2017
522017
Estimating the early outbreak cumulative incidence of COVID-19 in the United States: three complementary approaches
FS Lu, AT Nguyen, NB Link, M Lipsitch, M Santillana
medRxiv, 20070821, 2020
41*2020
Towards the Use of Neural Networks for Influenza Prediction at Multiple Spatial Resolutions
EL Aiken, AT Nguyen, M Santillana
NeurIPS 2019 ML4H: Machine Learning for Health Workshop, 2019
342019
Adversarial Attacks, Regression, and Numerical Stability Regularization
AT Nguyen, E Raff
AAAI 2019 Workshop on Engineering Dependable and Secure Machine Learning Systems, 2018
292018
Estimating the cumulative incidence of COVID-19 in the United States using influenza surveillance, virologic testing, and mortality data: Four complementary approaches
FS Lu, AT Nguyen, NB Link, M Molina, JT Davis, M Chinazzi, X Xiong, ...
PLOS Computational Biology 17 (6), e1008994, 2021
272021
Robust Design of Deep Neural Networks against Adversarial Attacks based on Lyapunov Theory
A Rahnama, AT Nguyen, E Raff
CVPR 2020, 2019
222019
Real-time estimation of disease activity in emerging outbreaks using internet search information
EL Aiken, SF McGough, MS Majumder, G Wachtel, AT Nguyen, C Viboud, ...
PLOS Computational Biology 16 (8), e1008117, 2020
202020
Leveraging Uncertainty for Improved Static Malware Detection Under Extreme False Positive Constraints
AT Nguyen, E Raff, C Nicholas, J Holt
IJCAI-21 Workshop on Adaptive Cyber Defense, 2021
182021
Estimating the Cumulative Incidence of COVID-19 in the United States Using Four Complementary Approaches
FS Lu, AT Nguyen, NB Link, JT Davis, M Chinazzi, X Xiong, A Vespignani, ...
medRxiv, 2020
172020
Out of Distribution Data Detection Using Dropout Bayesian Neural Networks
AT Nguyen, F Lu, GL Munoz, E Raff, C Nicholas, J Holt
AAAI 2022, 2022
142022
Practical Cross-Modal Manifold Alignment for Robotic Grounded Language Learning
AT Nguyen, LE Richards, GY Kebe, E Raff, K Darvish, F Ferraro, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
82021
Adversarial Transfer Attacks With Unknown Data and Class Overlap
LE Richards, A Nguyen, R Capps, S Forsyth, C Matuszek, E Raff
Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security …, 2021
62021
Would a File by Any Other Name Seem as Malicious?
AT Nguyen, E Raff, A Sant-Miller
IEEE Big Data 2019, 2019
62019
An Early Warning Approach to Monitor COVID-19 Activity with Multiple Digital Traces in Near Real-Time (preprint)
NE Kogan, L Clemente, P Liautaud, J Kaashoek, NB Link, AT Nguyen, ...
52020
An early warning approach to monitor COVID-19 activity with multiple digital traces in near real-time. ArXiv
NE Kogan, L Clemente, P Liautaud, J Kaashoek, NB Link, AT Nguyen, ...
Preprint posted online July 3, 2020
52020
System and method for classifying image data
A Rahnama-Moghaddam, AT NGUYEN
US Patent 10,936,916, 2021
42021
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Articles 1–20