Thin Nguyen
Thin Nguyen
Senior Research Lecturer, Deakin University, Australia
Verified email at - Homepage
Cited by
Cited by
Affective and Content Analysis of Online Depression Communities
T Nguyen, D Phung, B Dao, S Venkatesh, M Berk
IEEE Transactions on Affective Computing 5 (3), 217 - 226, 2014
GraphDTA: Predicting drug–target binding affinity with graph neural networks
T Nguyen, H Le, TP Quinn, T Nguyen, TD Le, S Venkatesh
Bioinformatics 37 (8), 1140-1147, 2021
Animal Recognition and Identification with Deep Convolutional Neural Networks for Automated Wildlife Monitoring
H Nguyen, SJ Maclagan, TD Nguyen, T Nguyen, P Flemons, K Andrews, ...
International Conference on Data Science and Advanced Analytics (DSAA), 2017
Using linguistic and topic analysis to classify sub-groups of online depression communities
T Nguyen, B O'Dea, M Larsen, D Phung, S Venkatesh, H Christensen
Multimedia Tools and Applications 76 (8), 10653-10676, 2017
A Framework for Classifying Online Mental Health Related Communities with an Interest in Depression
B Saha, T Nguyen, D Phung, S Venkatesh
IEEE Journal of Biomedical and Health Informatics 20 (4), 1008-1015, 2016
Genomic mutations and changes in protein secondary structure and solvent accessibility of SARS-CoV-2 (COVID-19 virus)
TT Nguyen, PN Pathirana, T Nguyen, H Nguyen, A Bhatti, DC Nguyen, ...
Scientific Reports 11 (3487), 2021
Towards discovery of influence and personality traits through social link prediction
T Nguyen, D Phung, B Adams, S Venkatesh
International AAAI Conference on Weblogs and Social Media (ICWSM), 2011
Estimation of the prevalence of adverse drug reactions from social media
T Nguyen, M Larsen, B O'Dea, D Phung, S Venkatesh, H Christensen
International Journal of Medical Informatics 102, 130-137, 2017
Event extraction using behaviors of sentiment signals and burst structure in social media
T Nguyen, D Phung, B Adams, S Venkatesh
Knowledge and Information Systems 37 (2), 279-304, 2013
Variational Memory Encoder-Decoder
H Le, T Tran, T Nguyen, S Venkatesh
NIPS'18, 2018
A cancer pharmacogenomic screen powering crowd-sourced advancement of drug combination prediction
MP Menden, D Wang, Y Guan, MJ Mason, B Szalai, KC Bulusu, T Yu, ...
BioRxiv, 200451, 2018
Mood sensing from social media texts and its applications
T Nguyen, D Phung, B Adams, S Venkatesh
Knowledge and Information Systems 39 (3), 667-702, 2014
Autism Blogs: Expressed Emotion, Language Styles and Concerns in Personal and Community Settings
T Nguyen, T Duong, D Phung, S Venkatesh
IEEE Transactions on Affective Computing 6 (3), 312-323, 2015
Classification and pattern discovery of mood in weblogs
T Nguyen, D Phung, B Adams, T Tran, S Venkatesh
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 283-290, 2010
Is demography destiny? Application of machine learning techniques to accurately predict population health outcomes from a minimal demographic dataset
W Luo, T Nguyen, M Nichols, T Tran, S Rana, S Gupta, D Phung, ...
PLOS ONE 10 (5), e0125602, 2015
Analysis of Psycholinguistic Processes and Topics in Online Autism Communities
T Nguyen, D Phung, S Venkatesh
IEEE International Conference on Multimedia and Expo (ICME), 2013
Prediction of age, sentiment, and connectivity from social media text
T Nguyen, D Phung, B Adams, S Venkatesh
Web Information System Engineering (WISE), 227-240, 2011
Hyper-community detection in the blogosphere
T Nguyen, D Phung, B Adams, T Tran, S Venkatesh
Proceedings of ACM SIGMM Workshop on Social Media, 21-26, 2010
Graph convolutional networks for drug response prediction
TT Nguyen, G Nguyen, T Nguyen, DH Le
IEEE/ACM Trans. Comput. Biol. Bioinform 19 (1), 146-154, 2022
Kernel-based features for predicting population health indices from geocoded social media data
T Nguyen, ME Larsen, B O'Dea, DT Nguyen, J Yearwood, D Phung, ...
Decision Support Systems 102, 22-31, 2017
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