Thu Nguyen

According to our database, Thu Nguyen authored at least 48 papers between 1988 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Efficient Estimation of Generative Models Using Tukey Depth.

Minh-Quan Vo, Thu Nguyen, Michael A. Riegler, Hugo Lewi Hammer

Algorithms, March, 2024

Conservation of Hot Spots and Ligand Binding Sites in Protein Models by AlphaFold2.

Ayse A. Bekar-Cesaretli, Omeir Khan, Thu Nguyen, Dima Kozakov, Diane Joseph-McCarthy, Sandor Vajda

J. Chem. Inf. Model., 2024

How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey.

Thu Nguyen, Alessandro Canossa, Jichen Zhu

CoRR, 2024

Correlation Visualization Under Missing Values: A Comparison Between Imputation and Direct Parameter Estimation Methods.

Nhat-Hao Pham, Khanh-Linh Vo, Mai Anh Vu, Thu Nguyen, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen

Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

2023

Imputation using training labels and classification via label imputation.

Thu Nguyen, Pål Halvorsen, Michael A. Riegler

CoRR, 2023

Hypergraph Classification via Persistent Homology.

Mehmet Emin Aktas, Thu Nguyen, Rakin Riza, Muhammad Ifte Islam, Esra Akbas

CoRR, 2023

Blockwise Principal Component Analysis for monotone missing data imputation and dimensionality reduction.

Tu T. Do, Mai Anh Vu, Hoang Thien Ly, Thu Nguyen, Steven Alexander Hicks, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen

CoRR, 2023

Conditional expectation for missing data imputation.

Mai Anh Vu, Thu Nguyen, Tu T. Do, Nhan Phan, Pål Halvorsen, Michael A. Riegler, Binh T. Nguyen

CoRR, 2023

Multimedia Datasets: Challenges and Future Possibilities.

Thu Nguyen, Andrea M. Storås, Vajira Thambawita, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler

Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

Data Imputation for Multivariate Time-series Data.

P. Le Lien, Tu T. Do, Thu Nguyen

Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Combining datasets to improve model fitting.

Thu Nguyen, Rabindra Khadka, Nhan Phan, Anis Yazidi, Pål Halvorsen, Michael A. Riegler

Proceedings of the International Joint Conference on Neural Networks, 2023

Principal Components Analysis Based Imputation for Logistic Regression.

Thuong H. T. Nguyen, Bao Le, Phuc Nguyen, Linh G. H. Tran, Thu Nguyen, Binh T. Nguyen

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2023

Student Management Model Integrating E-Commerce Based on Blockchain Technology.

Khoa Tan Vo, Thu Nguyen, Thu-Thuy Ta, Tu-Anh Nguyen-Hoang, Ngoc-Thanh Dinh

Proceedings of the 15th International Conference on Computer and Automation Engineering, 2023

Model for Verifying the Reliability of Candidate Data Based on Blockchain Technology.

Thu Nguyen, Khoa Tan Vo, Thu-Thuy Ta, Tu-Anh Nguyen-Hoang, Ngoc-Thanh Dinh

Proceedings of the 15th International Conference on Computer and Automation Engineering, 2023

An Approach to Developing Benchmark Datasets for Protein Secondary Structure Segmentation from Cryo-EM Density Maps.

Thu Nguyen, Yongcheng Mu, Jiangwen Sun, Jing He

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

Faster Imputation Using Singular Value Decomposition for Sparse Data.

Phuc Nguyen, Linh G. H. Tran, Bao H. Le, Thuong H. T. Nguyen, Thu Nguyen, Hien D. Nguyen, Binh T. Nguyen

Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

2022

DPER: Direct Parameter Estimation for Randomly missing data.

Thu Nguyen, Khoi Minh Nguyen-Duy, Duy Ho Minh Nguyen, Binh T. Nguyen, Bruce Alan Wade

Knowl. Based Syst., 2022

ASMCNN: An efficient brain extraction using active shape model and convolutional neural networks.

Duy M. H. Nguyen, Duy M. Nguyen, Truong Thanh Nhat Mai, Thu Nguyen, Khanh T. Tran, Anh Triet Nguyen, Bao T. Pham, Binh T. Nguyen

Inf. Sci., 2022

Towards Better User Requirements: How to Involve Human Participants in XAI Research.

Thu Nguyen, Jichen Zhu

CoRR, 2022

VISEM-Tracking: Human Spermatozoa Tracking Dataset.

Vajira Thambawita, Steven Alexander Hicks, Andrea M. Storås, Thu Nguyen, Jorunn M. Andersen, Oliwia Witczak, Trine B. Haugen, Hugo Lewi Hammer, Pål Halvorsen, Michael A. Riegler

CoRR, 2022

Combining datasets to increase the number of samples and improve model fitting.

Thu Nguyen, Rabindra Khadka, Nhan Phan, Anis Yazidi, Pål Halvorsen, Michael A. Riegler

CoRR, 2022

Principle Components Analysis based frameworks for efficient missing data imputation algorithms.

Thu Nguyen, Hoang Thien Ly, Michael Alexander Riegler, Pål Halvorsen

CoRR, 2022

FinNet: Solving Time-Independent Differential Equations with Finite Difference Neural Network.

Son N. T. Tu, Thu Nguyen

CoRR, 2022

Medico Multimedia Task at MediaEval 2022: Transparent Tracking of Spermatozoa.

Vajira Thambawita, Steven Hicks, Andrea M. Storås, Jorunn M. Andersen, Oliwia Witczak, Trine B. Haugen, Hugo Hammer, Thu Nguyen, Pål Halvorsen, Michael Riegler

Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

Parallel feature selection based on the trace ratio criterion.

Thu Nguyen, Thanh Nhan Phan, Van Nhuong Nguyen, Thanh-Binh Nguyen, Pål Halvorsen, Michael A. Riegler

Proceedings of the International Joint Conference on Neural Networks, 2022

Unequal Covariance Awareness for Fisher Discriminant Analysis and Its Variants in Classification.

Thu Nguyen, Quang M. Le, Son N. T. Tu, Binh T. Nguyen

Proceedings of the International Joint Conference on Neural Networks, 2022

The Real Estate Transaction Trace System Model Based on Ethereum Blockchain Platform.

V. O. Khoa Tan, Thu Nguyen

Proceedings of the 14th International Conference on Computer and Automation Engineering, 2022

An approach to constructing a graph data repository for course recommendation based on IT career goals in the context of big data.

Thu Nguyen, Ngoc Vu, Binh Ly

Proceedings of the IEEE International Conference on Big Data, 2022

2021

EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data.

Thu Nguyen, Duy M. H. Nguyen, Huy Nguyen, Binh T. Nguyen, Bruce A. Wade

Inf. Sci., 2021

DPER: Efficient Parameter Estimation for Randomly Missing Data.

Thu Nguyen, Khoi Minh Nguyen-Duy, Duy Ho Minh Nguyen, Binh T. Nguyen, Bruce Alan Wade

CoRR, 2021

Identifying critical higher-order interactions in complex networks.

Mehmet Emin Aktas, Thu Nguyen, Sidra Jawaid, Rakin Riza, Esra Akbas

CoRR, 2021

COVID-19 and Big Data: Multi-faceted Analysis for Spatio-temporal Understanding of the Pandemic with Social Media Conversations.

Shayan Fazeli, Davina Zamanzadeh, Anaelia Ovalle, Thu Nguyen, Gilbert Gee, Majid Sarrafzadeh

CoRR, 2021

Homology Preserving Graph Compression.

Mehmet Emin Aktas, Thu Nguyen, Esra Akbas

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

StressNAS: Affect State and Stress Detection Using Neural Architecture Search.

Lam Huynh, Tri Nguyen, Thu Nguyen, Susanna Pirttikangas, Pekka Siirtola

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

Learning To Count Everything.

Viresh Ranjan, Udbhav Sharma, Thu Nguyen, Minh Hoai

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Dictionary-Guided Scene Text Recognition.

Nguyen Nguyen, Thu Nguyen, Vinh Tran, Minh-Triet Tran, Thanh Duc Ngo, Thien Huu Nguyen, Minh Hoai

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Deep Matrix Tri-Factorization: Mining Vertex-wise Interactions in Multi-Space Attributed Graphs.

Yi He, Sheng Chen, Thu Nguyen, Bruce A. Wade, Xindong Wu

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

2019

Switching Stochastic Approximation and Applications to Networked Systems.

George Yin, Le Yi Wang, Thu Nguyen

IEEE Trans. Autom. Control., 2019

Dropping forward-backward algorithms for feature selection.

Thu Nguyen

CoRR, 2019

2018

Impact of Communication Erasure Channels on Control Performance of Connected and Automated Vehicles.

Thu Nguyen, Le Yi Wang, George Yin, Hongwei Zhang, Shengbo Eben Li, Keqiang Li

IEEE Trans. Veh. Technol., 2018

Towards Thermal Region of Interest for Human Emotion Estimation.

Thu Nguyen, Khang Tran, Hung Nguyen

Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018

2017

A 0.42V high bandwidth synthesizable parallel access smart memory fabric for computer vision.

Prashant Dubey, Kritika Aditya, Ankur Srivastava, Amit Khanuja, Jamil Kawa, Thu Nguyen

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

2016

Scrambler: dynamic layout adaptation.

David Chang, Thu Nguyen, Niko Takayesu

Proceedings of the Companion Proceedings of the 2016 ACM SIGPLAN International Conference on Systems, 2016

2012

MapMyTrip app for Android smart phone.

Thu Nguyen

Proceedings of the 3rd International Conference on Computing for Geospatial Research and Application, 2012

2005

Falling Off the Cliff: When Systems Go Nonlinear.

Yvonne Coady, Russ Cox, John DeTreville, Peter Druschel, Joseph L. Hellerstein, Andrew Hume, Kimberly Keeton, Thu Nguyen, Christopher Small, Lex Stein, Andrew Warfield

Proceedings of HotOS'05: 10th Workshop on Hot Topics in Operating Systems, 2005

2002

Native and vietnamese production of compound and phrasal stress patterns.

Thu Nguyen, John Ingram

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

1991

Toward an Approach to Measuring Software Trust.

Edward Amoroso, Thu Nguyen, Jonathan Weiss, John Watson, Pete Lapiska, Terry Starr

Proceedings of the 1991 IEEE Symposium on Security and Privacy, 1991

1988

Coset correlation of m-sequences.

Thu Nguyen

IEEE Trans. Inf. Theory, 1988