Phuoc Nguyen

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 39

Top Topics

Medical Records

Conditional Density Estimation

Person Authentication

Top Venues

Publications

Phuoc Nguyen, Truyen Tran, Sunil Gupta, Thin Nguyen, Svetha Venkatesh
Root Cause Explanation of Outliers under Noisy Mechanisms. AAAI (2024)
Quang-Duy Tran, Bao Duong, Phuoc Nguyen, Thin Nguyen
Robust Estimation of Causal Heteroscedastic Noise Models. SDM (2024)
Quang-Duy Tran, Phuoc Nguyen, Bao Duong, Thin Nguyen
Constraining acyclicity of differentiable Bayesian structure learning with topological ordering. Knowl. Inf. Syst. 66 (9) (2024)
Hassan Shakil, Atqiya Munawara Mahi, Phuoc Nguyen, Zeydy Ortiz, Mamoun T. Mardini
Evaluating Text Summaries Generated by Large Language Models Using OpenAI's GPT. CoRR (2024)
Quang-Duy Tran, Bao Duong, Phuoc Nguyen, Thin Nguyen
Robust Estimation of Causal Heteroscedastic Noise Models. CoRR (2023)
Quang-Duy Tran, Phuoc Nguyen, Bao Duong, Thin Nguyen
Differentiable Bayesian Structure Learning with Acyclicity Assurance. CoRR (2023)
Quang-Duy Tran, Phuoc Nguyen, Bao Duong, Thin Nguyen
Differentiable Bayesian Structure Learning with Acyclicity Assurance. ICDM (2023)
Dung Nguyen, Phuoc Nguyen, Hung Le, Kien Do, Svetha Venkatesh, Truyen Tran
Memory-Augmented Theory of Mind Network. AAAI (2023)
Phuoc Nguyen, Truyen Tran, Sunil Gupta, Thin Nguyen, Svetha Venkatesh
Root Cause Explanation of Outliers under Noisy Mechanisms. CoRR (2023)
Dung Nguyen, Phuoc Nguyen, Hung Le, Kien Do, Svetha Venkatesh, Truyen Tran
Memory-Augmented Theory of Mind Network. CoRR (2023)
Phuoc Nguyen, Truyen Tran, Ky Le, Sunil Gupta, Santu Rana, Dang Nguyen, Trong Nguyen, Shannon Ryan, Svetha Venkatesh
Fast Conditional Network Compression Using Bayesian HyperNetworks. CoRR (2022)
Dung Nguyen, Phuoc Nguyen, Hung Le, Kien Do, Svetha Venkatesh, Truyen Tran
Learning Theory of Mind via Dynamic Traits Attribution. AAMAS (2022)
Dung Nguyen, Phuoc Nguyen, Hung Le, Kien Do, Svetha Venkatesh, Truyen Tran
Learning Theory of Mind via Dynamic Traits Attribution. CoRR (2022)
Dung Nguyen, Phuoc Nguyen, Svetha Venkatesh, Truyen Tran
Learning to Transfer Role Assignment Across Team Sizes. CoRR (2022)
Dung Nguyen, Phuoc Nguyen, Svetha Venkatesh, Truyen Tran
Learning to Transfer Role Assignment Across Team Sizes. AAMAS (2022)
Phuoc Nguyen, Truyen Tran, Sunil Gupta, Santu Rana, Hieu-Chi Dam, Svetha Venkatesh
Variational Hyper-encoding Networks. ECML/PKDD (2) (2021)
Phuoc Nguyen, Truyen Tran, Ky Le, Sunil Gupta, Santu Rana, Dang Nguyen, Trong Nguyen, Shannon Ryan, Svetha Venkatesh
Fast Conditional Network Compression Using Bayesian HyperNetworks. ECML/PKDD (3) (2021)
Dang Nguyen, Sunil Gupta, Trong Nguyen, Santu Rana, Phuoc Nguyen, Truyen Tran, Ky Le, Shannon Ryan, Svetha Venkatesh
Knowledge Distillation with Distribution Mismatch. ECML/PKDD (2) (2021)
Phuoc Nguyen, Truyen Tran, Sunil Gupta, Santu Rana, Hieu-Chi Dam, Svetha Venkatesh
HyperVAE: A Minimum Description Length Variational Hyper-Encoding Network. CoRR (2020)
Duc Nguyen, Phuoc Nguyen, Kien Do, Santu Rana, Sunil Gupta, Truyen Tran
Unsupervised Anomaly Detection on Temporal Multiway Data. SSCI (2020)
Duc Nguyen, Phuoc Nguyen, Kien Do, Santu Rana, Sunil Gupta, Truyen Tran
Unsupervised Anomaly Detection on Temporal Multiway Data. CoRR (2020)
Dung Nguyen, Svetha Venkatesh, Phuoc Nguyen, Truyen Tran
Theory of Mind with Guilt Aversion Facilitates Cooperative Reinforcement Learning. ACML (2020)
Dung Nguyen, Svetha Venkatesh, Phuoc Nguyen, Truyen Tran
Theory of Mind with Guilt Aversion Facilitates Cooperative Reinforcement Learning. CoRR (2020)
Huyen Tran, Dat Tran, Wanli Ma, Phuoc Nguyen
EEG-Based Person Authentication with Variational Universal Background Model. NSS (2019)
David Saucier, Tony Luczak, Phuoc Nguyen, Samaneh Davarzani, Preston Peranich, John E. Ball, Reuben F. Burch V, Brian K. Smith, Harish Chander, Adam Knight, R. K. Prabhu
Closing the Wearable Gap - Part II: Sensor Orientation and Placement for Foot and Ankle Joint Kinematic Measurements. Sensors 19 (16) (2019)
Huyen Tran, Dat Tran, Wanli Ma, Phuoc Nguyen
vUBM: A Variational Universal Background Model for EEG-Based Person Authentication. ICONIP (4) (2019)
Phuoc Nguyen, Alexandra L. Uitdenbogerd
Measuring English Readability for Vietnamese Speakers. ALTA (2019)
Phuoc Nguyen, Truyen Tran, Sunil Gupta, Santu Rana, Matthew Barnett, Svetha Venkatesh
Incomplete Conditional Density Estimation for Fast Materials Discovery. SDM (2019)
Phuoc Nguyen, Truyen Tran, Svetha Venkatesh
Resset: A Recurrent Model for Sequence of Sets with Applications to Electronic Medical Records. IJCNN (2018)
James Sunthonlap, Phuoc Nguyen, Hao Wang, Mohammad Pourhomanyoun, Yuqing Zhu, Zilong Ye
SAND: A Social-Aware and Distributed Scheme for Device Discovery in the Internet of Things. ICNC (2018)
Phuoc Nguyen, Truyen Tran, Svetha Venkatesh
Resset: A Recurrent Model for Sequence of Sets with Applications to Electronic Medical Records. CoRR (2018)
Phuoc Nguyen, Truyen Tran, Sunil Gupta, Santu Rana, Svetha Venkatesh
Hybrid Generative-Discriminative Models for Inverse Materials Design. CoRR (2018)
Phuoc Nguyen, Truyen Tran, Svetha Venkatesh
Finding Algebraic Structure of Care in Time: A Deep Learning Approach. CoRR (2017)
Phuoc Nguyen, Truyen Tran, Svetha Venkatesh
Deep Learning to Attend to Risk in ICU. KHD@IJCAI (2017)
Phuoc Nguyen, Truyen Tran, Svetha Venkatesh
Deep Learning to Attend to Risk in ICU. CoRR (2017)
Phuoc Nguyen, Truyen Tran, Nilmini Wickramasinghe, Svetha Venkatesh
: A Convolutional Net for Medical Records. IEEE J. Biomed. Health Informatics 21 (1) (2017)
James Sunthonlap, Phuoc Nguyen, Zilong Ye
Intelligent Device Discovery in the Internet of Things - Enabling the Robot Society. CoRR (2017)
Phuoc Nguyen, Nam Tuan Le, Yeong Min Jang
Challenges issues for OCC based android camera 2 API. ICUFN (2017)
Phuoc Nguyen, Truyen Tran, Nilmini Wickramasinghe, Svetha Venkatesh
Deepr: A Convolutional Net for Medical Records. CoRR (2016)
Phuoc Nguyen, Dat Tran
Repulsive-SVDD Classification. PAKDD (1) (2015)
Dinh Q. Phung, Dat Tran, Wanli Ma, Phuoc Nguyen, Tien Pham
Using Shannon Entropy as EEG Signal Feature for Fast Person Identification. ESANN (2014)
Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma
A Novel Sphere-Based Maximum Margin Classification Method. ICPR (2014)
Dinh Q. Phung, Dat Tran, Wanli Ma, Phuoc Nguyen, Tien Pham
Investigating the impacts of epilepsy on EEG-based person identification systems. IJCNN (2014)
Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung
Multi-factor EEG-based user authentication. IJCNN (2014)
Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung
EEG-Based User Authentication Using Artifacts. SOCO-CISIS-ICEUTE (2014)
Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma
Motor Imagery EEG-Based Person Verification. IWANN (2) (2013)
Phuoc Nguyen, Dat Tran, Trung Le, Xu Huang, Wanli Ma
EEG-Based Person Verification Using Multi-Sphere SVDD and UBM. PAKDD (1) (2013)
Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung
A Study on the Feasibility of Using EEG Signals for Authentication Purpose. ICONIP (2) (2013)
Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma
Parallel Support Vector Data Description. IWANN (1) (2013)
Phuoc Nguyen, Dat Tran, Tan Vo, Xu Huang, Wanli Ma, Dinh Q. Phung
EEG-Based Age and Gender Recognition Using Tensor Decomposition and Speech Features. ICONIP (2) (2013)
Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung
EEG-Based User Authentication in Multilevel Security Systems. ADMA (2) (2013)
Trung Le, Dat Tran, Phuoc Nguyen, Wanli Ma, Dharmendra Sharma
Proximity multi-sphere support vector clustering. Neural Comput. Appl. 22 (7-8) (2013)
Trung Le, Dat Tran, Phuoc Nguyen, Wanli Ma, Dharmendra Sharma
Multiple distribution data description learning method for novelty detection. IJCNN (2011)
Trung Le, Dat Tran, Phuoc Nguyen, Wanli Ma, Dharmendra Sharma
Multi-Sphere Support Vector Clustering. ICONIP (2) (2011)
Dat Tran, Wanli Ma, Dharmendra Sharma, Phuoc Nguyen
Fuzzy feature weighting techniques for vector quantisation. FUZZ-IEEE (2010)
Phuoc Nguyen, Dat Tran, Xu Huang, Dharmendra Sharma
Australian Accent-Based Speaker Classification. WKDD (2010)
Tuan Hoang, Phuoc Nguyen, Trung Le, Dat Tran, Dharmendra Sharma
Enhancing Performance of SVM-Based Brain-Computer Interface Systems. Aust. J. Intell. Inf. Process. Syst. 11 (3) (2010)
Phuoc Nguyen, Trung Le, Dat Tran, Xu Huang, Dharmendra Sharma
Fuzzy support vector machines for age and gender classification. INTERSPEECH (2010)
Phuoc Nguyen, Dat Tran, Xu Huang, Dharmendra Sharma
Automatic Speech-Based Classification of Gender, Age and Accent. PKAW (2010)