Thin Nguyen
Thin Nguyen
Senior Research Fellow, Deakin University, Australia
Verified email at deakin.edu.au - Homepage
Title
Cited by
Cited by
Year
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
1302014
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
472017
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
392017
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
362011
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
352017
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
352013
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, 1-9, 2016
292016
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
272014
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
262010
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
242010
Variational Memory Encoder-Decoder
H Le, T Tran, T Nguyen, S Venkatesh
NIPS'18, 2018
232018
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, 2015
212015
Connectivity, Online Social Capital and Mood: A Bayesian Nonparametric Analysis
D Phung, SK Gupta, T Nguyen, S Venkatesh
IEEE Transactions on Multimedia 15 (6), 1316 - 1325, 2013
212013
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, 2015
202015
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
202013
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
202011
A sentiment-aware approach to community formation in social media
T Nguyen, D Phung, B Adams, S Venkatesh
International AAAI Conference on Weblogs and Social Media (ICWSM), 2012
172012
GraphDTA: prediction of drug–target binding affinity using graph convolutional networks
T Nguyen, H Le, TP Quinn, T Nguyen, T Le, S Venkatesh
Bioinformatics, 2020
162020
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
152018
Effect of Mood, Social Connectivity and Age in Online Depression Community via Topic and Linguistic Analysis
B Dao, T Nguyen, D Phung, S Venkatesh
International Conference on Web Information Systems Engineering (WISE), 2014
152014
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