| 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 | 469 | 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 | 224 | 2015 |
| 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 | 177 | 2021 |
| 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 | 83 | 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), e7344, 2017 | 58 | 2017 |
| 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 | 46 | 2019 |
| 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 | 40* | 2020 |
| Adversarial Attacks, Regression, and Numerical Stability Regularization AT Nguyen, E Raff AAAI 2019 Workshop on Engineering Dependable and Secure Machine Learning Systems, 2018 | 34 | 2018 |
| 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 | 33 | 2021 |
| Robust Design of Deep Neural Networks against Adversarial Attacks based on Lyapunov Theory A Rahnama, AT Nguyen, E Raff CVPR 2020, 2019 | 26 | 2019 |
| 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 | 25 | 2022 |
| 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 | 25 | 2021 |
| 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 | 22 | 2020 |
| 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 | 17 | 2020 |
| 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 | 9 | 2021 |
| Would a File by Any Other Name Seem as Malicious? AT Nguyen, E Raff, A Sant-Miller IEEE Big Data 2019, 2019 | 9 | 2019 |
| 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 | 8 | 2021 |
| 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, ... | 7* | 2020 |
| System and method for classifying image data A Rahnama-Moghaddam, AT NGUYEN US Patent 10,936,916, 2021 | 6 | 2021 |
| 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 | 5 | 2020 |
Mauricio SantillanaProfessor of Physics and Electr. and Comp. Eng., Northeastern University, and Harvard T. H. Chan SPHnortheastern.edu의 이메일 확인됨