Hoang-Minh-Dung Nguyen
Hoang-Minh-Dung Nguyen
Data Science Lead, Tridant Pty Ltd
Verified email at - Homepage
Cited by
Cited by
Deep learning methods in transportation domain: a review
H Nguyen, LM Kieu, T Wen, C Cai
IET Intelligent Transport Systems, 2018
Discovering Congestion Propagation Patterns in Spatio-Temporal Traffic Data
H Nguyen, W Liu, F Chen
IEEE Transactions on Big Data 2 (99), 2017
Supervised Machine Learning and Active Learning in Classification of Radiology Reports.
D Nguyen, J Patrick
Journal of the American Medical Informatics Association, 2014
A knowledge discovery and reuse pipeline for information extraction in clinical notes
JD Patrick, DHM Nguyen, Y Wang, M Li
Journal of the American Medical Informatics Association 18 (5), 574-579, 2011
TrafficWatch: Real-Time Traffic Incident Detection and Monitoring Using Social Media
H Nguyen, W Liu, P Rivera, F Chen
In Advances in Knowledge Discovery and Data Mining, 540-551, 2016
Automatic classification of traffic incident’s severity using machine learning approaches
H Nguyen, C Cai, F Chen
IET Intelligent Transport Systems, 2017
Text Mining in Clinical Domain: Dealing with Noise
H Nguyen, J Patrick
Proceedings of the 22Nd ACM SIGKDD International Conference on Knowledge …, 2016
Integrated incident decision-support using traffic simulation and data-driven models
T Wen, AS Mihăiţă, H Nguyen, C Cai, F Chen
Transportation research record 2672 (42), 247-256, 2018
Automated Proof Reading of Clinical Notes
J Patrick, D Nguyen
25th Pacific Asia Conference on Language, Information and Computation …, 2011
I2b2 challenges in clinical natural language processing 2010
JD Patrick, DHM Nguyen, Y Wang, M Li
Proceedings of the 2010 i2b2/VA Workshop on Challenges in Natural Language …, 2010
Integrating data-driven and simulation models to predict traffic state affected by road incidents
S Shafiei, AS Mihăiţă, H Nguyen, C Cai
Transportation letters 14 (6), 629-639, 2022
Deep Learning System for Travel Speed Predictions on Multiple Arterial Road Segments
H Nguyen, C Bentley, LM Kieu, Y Fu, C Cai
Transportation Research Record: Journal of the Transportation Research Board …, 2019
Short-term traffic prediction under non-recurrent incident conditions integrating data-driven models and traffic simulation
S Shafiei, AS Mihaita, H Nguyen, C Bentley, C Cai
Transportation Research Board 99th Annual Meeting, 2020
Towards real-time predictions using emulators of agent-based models
M Kieu, H Nguyen, J Ward, N Malleson
Journal of Simulation, 2022
Traffic Flow Modelling with Point Processes
KW Lim, W Wang, H Nguyen, Y Lee, C Cai, F Chen
ITS World Congress 216, 2016
Reverse active learning for optimising information extraction training production
D Nguyen, J Patrick
AI 2012: Advances in Artificial Intelligence: 25th Australasian Joint …, 2012
Using NLP to identify cancer cases in imaging reports drawn from radiology information systems.
JD Patrick, P Asgari, M Li, D Nguyen
HIC, 91-94, 2013
Getting to work: smart work centers reduce morning peak traffic flow
T Baynes, T Wen, H Nguyen, F Chen
22nd International Congress on Modelling and Simulation (MODSIM2017), Hobart …, 2017
Computational recognition of SNOMED CT codes from ED case notes
J Patrick, D Nguyen, T Wang, R Paoloni
Health Informatics: Building a Healthcare Future Through Trusted Information …, 2012
Next Hour Frequency of Services Prediction for Rail Transit Network
R Mohajerpoor, H Nguyen, C Cai
2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021
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