Andre T. Nguyen

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Mauricio SantillanaProfessor of Physics and Electr. and Comp. Eng., Northeastern University, and Harvard T. H. Chan SPHPatvirtintas el. paštas northeastern.edu
Edward RaffBooz Allen Hamilton, UMBCPatvirtintas el. paštas bah.com
Fred LuBooz Allen Hamilton, UMBCPatvirtintas el. paštas bah.com
John BrownsteinHarvard Medical SchoolPatvirtintas el. paštas harvard.edu
Alessandro VespignaniSternberg Family Distinguished Professor, Northeastern University, BostonPatvirtintas el. paštas neu.edu
Matteo ChinazziResearch Associate Professor, Northeastern UniversityPatvirtintas el. paštas northeastern.edu
Jessica T. DavisAssistant Research Professor, Northeastern UniversityPatvirtintas el. paštas northeastern.edu
Parker LiautaudDepartment of Earth and Planetary Sciences, Harvard UniversityPatvirtintas el. paštas g.harvard.edu
Bernd ReschProfessor for Geosocial AI, IT:U :: https://it-u.at ||| Visiting Scholar, Harvard UniversityPatvirtintas el. paštas it-u.at
Clemens HavasSalzburg University of Applied SciencesPatvirtintas el. paštas fh-salzburg.ac.at
Andreas PetutschnigInterfaculty Department of Geoinformatics - Z_GIS, University of SalzburgPatvirtintas el. paštas sbg.ac.at
William HanageHarvard T H Chan School of Public HealthPatvirtintas el. paštas hsph.harvard.edu
Backtosch MustafaMedical Student, University Medical Center Hamburg-EppendorfPatvirtintas el. paštas stud.uke.uni-hamburg.de
César Leonardo Clemente LópezPhD in Computer SciencePatvirtintas el. paštas itesm.mx
Michael J. PaulUniversity of Colorado BoulderPatvirtintas el. paštas colorado.edu
Elaine Okanyene NsoesieBoston UniversityPatvirtintas el. paštas bu.edu
Mark DredzeJohns Hopkins UniversityPatvirtintas el. paštas cs.jhu.edu
Peter HuybersProfessor of Earth and Planetary Sciences, Harvard UniversityPatvirtintas el. paštas fas.harvard.edu
Luke E. RichardsUniversity of Maryland, Baltimore CountyPatvirtintas el. paštas umbc.edu
Rumi ChunaraNew York UniversityPatvirtintas el. paštas alum.mit.edu

Stebėti

Andre T. Nguyen

Booz Allen Hamilton

Patvirtintas el. paštas bah.com

Machine Learning Computational Epidemiology Malware Detection Computational Biology


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
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

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