Thin Nguyen

According to our database1, Thin Nguyen authored at least 61 papers between 2010 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2022
Deep Auto-Encoders With Sequential Learning for Multimodal Dimensional Emotion Recognition.
IEEE Trans. Multim., 2022

Graph Convolutional Networks for Drug Response Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

GEFA: Early Fusion Approach in Drug-Target Affinity Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Prescriptive analytics with differential privacy.
Int. J. Data Sci. Anal., 2022

Learning to Discover Medicines.
CoRR, 2022

Mitigating cold start problems in drug-target affinity prediction with interaction knowledge transferring.
CoRR, 2022

2021
PAN: Personalized Annotation-Based Networks for the Prediction of Breast Cancer Relapse.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

A graph-based approach for population health analysis using Geo-tagged tweets.
Multim. Tools Appl., 2021

Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target Prediction.
CoRR, 2021

pDriver: a novel method for unravelling personalized coding and miRNA cancer drivers.
Bioinform., 2021

GraphDTA: predicting drug-target binding affinity with graph neural networks.
Bioinform., 2021

The winning methods for predicting cellular position in the DREAM single-cell transcriptomics challenge.
Briefings Bioinform., 2021

2020
Using spatiotemporal distribution of geocoded Twitter data to predict US county-level health indices.
Future Gener. Comput. Syst., 2020

MrPC: Causal Structure Learning in Distributed Systems.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Computational Methods for Predicting Autism Spectrum Disorder from Gene Expression Data.
Proceedings of the Advanced Data Mining and Applications - 16th International Conference, 2020

2019
Attentional multilabel learning over graphs: a message passing approach.
Mach. Learn., 2019

An empirical study on prediction of population health through social media.
J. Biomed. Informatics, 2019

Estimating County Health Indices Using Graph Neural Networks.
Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

SPDF: Set Probabilistic Distance Features for Prediction of Population Health Outcomes via Social Media.
Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

2018
Improving Chamfer Template Matching Using Image Segmentation.
IEEE Signal Process. Lett., 2018

Academia versus social media: A psycho-linguistic analysis.
J. Comput. Sci., 2018

The relationship between linguistic expression and symptoms of depression, anxiety, and suicidal thoughts: A longitudinal study of blog content.
CoRR, 2018

Jointly Predicting Affective and Mental Health Scores Using Deep Neural Networks of Visual Cues on the Web.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Prescriptive Analytics Through Constrained Bayesian Optimization.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Variational Memory Encoder-Decoder.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Differentially Private Prescriptive Analytics.
Proceedings of the IEEE International Conference on Data Mining, 2018

2017
Using linguistic and topic analysis to classify sub-groups of online depression communities.
Multim. Tools Appl., 2017

Estimation of the prevalence of adverse drug reactions from social media.
Int. J. Medical Informatics, 2017

Latent sentiment topic modelling and nonparametric discovery of online mental health-related communities.
Int. J. Data Sci. Anal., 2017

Kernel-based features for predicting population health indices from geocoded social media data.
Decis. Support Syst., 2017

Prediction of Population Health Indices from Social Media using Kernel-based Textual and Temporal Features.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Estimating Support Scores of Autism Communities in Large-Scale Web Information Systems.
Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

Animal Recognition and Identification with Deep Convolutional Neural Networks for Automated Wildlife Monitoring.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

2016
A Framework for Classifying Online Mental Health-Related Communities With an Interest in Depression.
IEEE J. Biomed. Health Informatics, 2016

Large-Scale Stylistic Analysis of Formality in Academia and Social Media.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Discriminative Cues for Different Stages of Smoking Cessation in Online Community.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Effect of social capital on emotion, language style and latent topics in online depression community.
Proceedings of the 2016 IEEE RIVF International Conference on Computing & Communication Technologies, 2016

Discovering latent affective dynamics among individuals in online mental health-related communities.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Textual Cues for Online Depression in Community and Personal Settings.
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

Extracting Key Challenges in Achieving Sobriety Through Shared Subspace Learning.
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

Understanding Behavioral Differences Between Short and Long-Term Drinking Abstainers from Social Media.
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015
Autism Blogs: Expressed Emotion, Language Styles and Concerns in Personal and Community Settings.
IEEE Trans. Affect. Comput., 2015

Differentiating Sub-groups of Online Depression-Related Communities Using Textual Cues.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Nonparametric discovery of online mental health-related communities.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014
Affective and Content Analysis of Online Depression Communities.
IEEE Trans. Affect. Comput., 2014

Mood sensing from social media texts and its applications.
Knowl. Inf. Syst., 2014

iPoll: Automatic Polling Using Online Search.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Affective, Linguistic and Topic Patterns in Online Autism Communities.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Effect of Mood, Social Connectivity and Age in Online Depression Community via Topic and Linguistic Analysis.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Analysis of circadian rhythms from online communities of individuals with affective disorders.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

2013
Connectivity, Online Social Capital, and Mood: A Bayesian Nonparametric Analysis.
IEEE Trans. Multim., 2013

Event extraction using behaviors of sentiment signals and burst structure in social media.
Knowl. Inf. Syst., 2013

Online Social Capital: Mood, Topical and Psycholinguistic Analysis.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Analysis of psycholinguistic processes and topics in online autism communities.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

2012
A Sentiment-Aware Approach to Community Formation in Social Media.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

2011
Prediction of Age, Sentiment, and Connectivity from Social Media Text.
Proceedings of the Web Information System Engineering - WISE 2011, 2011

Emotional Reactions to Real-World Events in Social Networks.
Proceedings of the New Frontiers in Applied Data Mining, 2011

Towards Discovery of Influence and Personality Traits through Social Link Prediction.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

2010
Classification and Pattern Discovery of Mood in Weblogs.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Hyper-community detection in the blogosphere.
Proceedings of second ACM SIGMM workshop on Social media, 2010

Mood Patterns and Affective Lexicon Access in Weblogs.
Proceedings of the ACL 2010, 2010


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