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 Comput Biol 11 (10), e1004513, 2015
3182015
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
1452015
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
542016
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
332017
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
32*2020
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
302021
Adversarial Attacks, Regression, and Numerical Stability Regularization
AT Nguyen, E Raff
AAAI 2019 Workshop on Engineering Dependable and Secure Machine Learning Systems, 2018
82018
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
72020
Robust Design of Deep Neural Networks against Adversarial Attacks based on Lyapunov Theory
A Rahnama, AT Nguyen, E Raff
CVPR 2020, 2019
32019
Would a File by Any Other Name Seem as Malicious?
AT Nguyen, E Raff, A Sant-Miller
IEEE Big Data 2019, 2019
22019
Connecting Lyapunov Control Theory to Adversarial Attacks
A Rahnama, AT Nguyen, E Raff
KDD 2019 Workshop on Adversarial Learning Methods for Machine Learning and …, 2019
22019
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
12019
A Manifold Alignment Approach to Grounded Language Learning
LE Richards, AT Nguyen, K Darvish, E Raff, C Matuszek
8th Northeast Robotics Colloquium (NERC), 2019
12019
System and method for classifying image data
A Rahnama-Moghaddam, AT NGUYEN
US Patent 10,936,916, 2021
2021
System and method for detecting and identifying a cyber-attack on a network
SM Aaron, AT Nguyen, WH Badart, S Olson, J Shanahan
US Patent 10,931,706, 2021
2021
Methods and systems for collecting and analyzing data using a cognitive fabric to provide cognitive agility for the analytic tradecraft
KH Lee, JD Pisano, SP Shah, AT Nguyen, LEI Yuxun, C Brown, M Becker
US Patent 10,902,333, 2021
2021
System And Method For Heterogeneous Relational Kernel Learning
AT Nguyen, R Edward
US Patent App. 16/536,926, 2020
2020
Practical Cross-modal Manifold Alignment for Grounded Language
AT Nguyen, LE Richards, GY Kebe, E Raff, K Darvish, F Ferraro, ...
arXiv preprint arXiv:2009.05147, 2020
2020
Heterogeneous Relational Kernel Learning
AT Nguyen, E Raff
KDD 2019 Mining and Learning from Time Series Workshop, 2019
2019
Improved Automatic Pharmacovigilance: An Enhancement to the MedWatcher Social System for Monitoring Adverse Events
AT Nguyen, E Raff, J Lien, SR Mekaru
KDD 2019 epiDAMIK: Epidemiology Meets Data Mining and Knowledge Discovery …, 2019
2019
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