Andre T. Nguyen
TitoloCitata daAnno
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
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
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, 25732, 2016
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), e83, 2017
Connecting Lyapunov Control Theory to Adversarial Attacks
A Rahnama, AT Nguyen, E Raff
arXiv preprint arXiv:1907.07732, 2019
Robust Design of Deep Neural Networks against Adversarial Attacks based on Lyapunov Theory
A Rahnama, AT Nguyen, E Raff
arXiv preprint arXiv:1911.04636, 2019
Towards the Use of Neural Networks for Influenza Prediction at Multiple Spatial Resolutions
EL Aiken, AT Nguyen, M Santillana
arXiv preprint arXiv:1911.02673, 2019
Would a File by Any Other Name Seem as Malicious?
AT Nguyen, E Raff, A Sant-Miller
arXiv preprint arXiv:1910.04753, 2019
Heterogeneous Relational Kernel Learning
AT Nguyen, E Raff
arXiv preprint arXiv:1908.09219, 2019
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, ...
medRxiv, 19010470, 2019
Improved Automatic Pharmacovigilance: An Enhancement to the MedWatcher Social System for Monitoring Adverse Events
AT Nguyen, E Raff, J Lien, SR Mekaru
bioRxiv, 717421, 2019
Adversarial Attacks, Regression, and Numerical Stability Regularization
AT Nguyen, E Raff
arXiv preprint arXiv:1812.02885, 2018
Generalizing the Polya-Gamma Augmented Dynamic Topic Model to Learn Ideas
AT Nguyen
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