Binh T. Nguyen

Orcid: 0000-0001-5249-9702

Affiliations:

AISIA Research Lab, Ho Chi Minh City, Vietnam
University of Science, Ho Chi Minh City, Vietnam
Vietnam National University, Ho Chi Minh City, Vietnam
Hong Bang International University, Ho Chi Minh City, Vietnam
Ecole Polytechnique, Palaiseau, France (PhD 2012)

According to our database¹, Binh T. Nguyen authored at least 114 papers between 2015 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Fall detection using mixtures of convolutional neural networks.

[BibT_eX]

[DOI]

Multim. Tools Appl., February, 2024

Intelligent search system for resume and labor law.

[BibT_eX]

[DOI]

PeerJ Comput. Sci., 2024

CompeteSMoE - Effective Training of Sparse Mixture of Experts via Competition.

[BibT_eX]

[DOI]

CoRR, 2024

Interactive Question Answering for Multimodal Lifelog Retrieval.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

VideoCLIP 2.0: An Interactive CLIP-Based Video Retrieval System for Novice Users at VBS2024.

[BibT_eX]

[DOI]

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

2023

Myscéal: a deeper analysis of an interactive lifelog search engine.

[BibT_eX]

[DOI]

Multim. Tools Appl., October, 2023

LifeSeeker: an interactive concept-based retrieval system for lifelog data.

[BibT_eX]

[DOI]

Multim. Tools Appl., October, 2023

FPSRS: a fusion approach for paper submission recommendation system.

[BibT_eX]

[DOI]

Appl. Intell., April, 2023

Leaf recognition using convolutional neural networks based features.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2023

On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

A Generalization Bound of Deep Neural Networks for Dependent Data.

[BibT_eX]

[DOI]

Quan Huu Do

Binh T. Nguyen

Lam Si Tung Ho

CoRR, 2023

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

[BibT_eX]

[DOI]

Steven Alexander Hicks

Michael A. Riegler

Pål Halvorsen

Binh T. Nguyen

CoRR, 2023

Conditional expectation for missing data imputation.

[BibT_eX]

[DOI]

CoRR, 2023

Causal Deep Operator Networks for Data-Driven Modeling of Dynamical Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

VAISL: Visual-Aware Identification of Semantic Locations in Lifelog.

[BibT_eX]

[DOI]

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

ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging Dataset.

[BibT_eX]

[DOI]

Steven Alexander Hicks

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

VideoCLIP: An Interactive CLIP-based Video Retrieval System at VBS2023.

[BibT_eX]

[DOI]

Thao-Nhu Nguyen

Bunyarit Puangthamawathanakun

Annalina Caputo

Graham Healy

Binh T. Nguyen

Chonlameth Arpnikanondt

Cathal Gurrin

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

MemoriEase: An Interactive Lifelog Retrieval System for LSC'23.

[BibT_eX]

[DOI]

Proceedings of the 6th Annual ACM Lifelog Search Challenge, 2023

MyEachtra: Event-Based Interactive Lifelog Retrieval System for LSC'23.

[BibT_eX]

[DOI]

Proceedings of the 6th Annual ACM Lifelog Search Challenge, 2023

E-LifeSeeker: An Interactive Lifelog Search Engine for LSC'23.

[BibT_eX]

[DOI]

Proceedings of the 6th Annual ACM Lifelog Search Challenge, 2023

Air Pollution Forecasting Using Multimodal Data.

[BibT_eX]

[DOI]

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

Principal Components Analysis Based Imputation for Logistic Regression.

[BibT_eX]

[DOI]

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

Performance of Energy Harvesting Aided Multi-hop Mobile Relay Networks With and Without Using Cooperative Communication.

[BibT_eX]

[DOI]

Proceedings of the International Conference on System Science and Engineering, 2023

Adaptive-saturated RNN: Remember more with less instability.

[BibT_eX]

[DOI]

Khoi Minh Nguyen-Duy

Quang Pham

Binh T. Nguyen

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Ontology-Based Solution for Building an Intelligent Searching System on Traffic Law Documents.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

HADA: A Graph-Based Amalgamation Framework in Image-text Retrieval.

[BibT_eX]

[DOI]

Manh-Duy Nguyen

Binh T. Nguyen

Cathal Gurrin

Proceedings of the Advances in Information Retrieval, 2023

ViEcomRec: A Dataset for Recommendation in Vietnamese E-Commerce.

[BibT_eX]

[DOI]

Proceedings of the Computational Data and Social Networks - 12th International Conference, 2023

Faster Imputation Using Singular Value Decomposition for Sparse Data.

[BibT_eX]

[DOI]

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

Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering.

[BibT_eX]

[DOI]

Duy M. H. Nguyen

Hoang Nguyen

Truong Thanh Nhat Mai

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

TATL: Task agnostic transfer learning for skin attributes detection.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

DPER: Direct Parameter Estimation for Randomly missing data.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

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

[BibT_eX]

[DOI]

Duy M. H. Nguyen

Duy M. Nguyen

Truong Thanh Nhat Mai

Inf. Sci., 2022

Learning for amalgamation: A multi-source transfer learning framework for sentiment classification.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Bayesian active learning with abstention feedbacks.

[BibT_eX]

[DOI]

Neurocomputing, 2022

PSRMTE: Paper submission recommendation using mixtures of transformer.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading.

[BibT_eX]

[DOI]

Hasan Md Tusfiqur Alam

Duy M. H. Nguyen

Mai Thanh Nhat Truong

Triet A. Nguyen

Binh T. Nguyen

Michael Barz

Hans-Jürgen Profitlich

CoRR, 2022

TaDeR: A New Task Dependency Recommendation for Project Management Platform.

[BibT_eX]

[DOI]

CoRR, 2022

FPSRS: A Fusion Approach for Paper Submission Recommendation System.

[BibT_eX]

[DOI]

CoRR, 2022

An End-to-End Named Entity Recognition Platform for Vietnamese Real Estate Advertisement Posts and Analytical Applications.

[BibT_eX]

[DOI]

Binh T. Nguyen

Tung Tran Nguyen Doan

IEEE Access, 2022

An Efficient Insect Pest Classification Using Multiple Convolutional Neural Network Based Models.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2022

Drone Detection Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2022

Building 3 levels of security for traceability using Blockchain 3.0 Generation.

[BibT_eX]

[DOI]

Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2022

Building an Electronic Medical Records System using Blockchain 3.0 technology and new Data Mechanism.

[BibT_eX]

[DOI]

Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2022

SEND: A Simple and Efficient Noise Detection Algorithm for Vietnamese Real Estate Posts.

[BibT_eX]

[DOI]

Khanh Quoc Tran

An Tran-Hoai Le

An Trong Nguyen

Tung Tran Nguyen Doan

Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, 2022

A Virtual Reality Reminiscence Interface for Personal Lifelogs.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

LLQA - Lifelog Question Answering Dataset.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

Videofall - A Hierarchical Search Engine for VBS2022.

[BibT_eX]

[DOI]

Thao-Nhu Nguyen

Bunyarit Puangthamawathanakun

Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

Fall Detection Using Multimodal Data.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

E-Myscéal: Embedding-based Interactive Lifelog Retrieval System for LSC'22.

[BibT_eX]

[DOI]

Proceedings of the LSC@ICMR 2022: Proceedings of the 5th Annual on Lifelog Search Challenge, Newark, NJ, USA, June 27, 2022

Sentiment Classification for Beauty-fashion Reviews.

[BibT_eX]

[DOI]

Linh Quang Tran

Binh Van Duong

Binh T. Nguyen

Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

ATPM-REAP: A Simple and Efficient Address Tracking and Parsing for Vietnamese Real Estate Advertisement Posts.

[BibT_eX]

[DOI]

Binh T. Nguyen

Tung Tran Nguyen Doan

Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

A New Approach for Vietnamese Aspect-Based Sentiment Analysis.

[BibT_eX]

[DOI]

Bao Hoang Le

Hoang Minh Nguyen

Nhi Kieu-Phuong Nguyen

Binh T. Nguyen

Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

Enhanced Task-based Knowledge for Lexicon-based Approach in Vietnamese Hate Speech Detection.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

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

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

An Improved Subject-Independent Stress Detection Model Applied to Consumer-grade Wearable Devices.

[BibT_eX]

[DOI]

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

Multi-class Sentiment Classification for Customers' Reviews.

[BibT_eX]

[DOI]

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

Lung and Colon Tumor Classification Based on Transfer Learning-Based Techniques.

[BibT_eX]

[DOI]

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2022

An Exploration into the Benefits of the CLIP model for Lifelog Retrieval.

[BibT_eX]

[DOI]

Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

SimCPSR: Simple Contrastive Learning for Paper Submission Recommendation System.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2021

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

[BibT_eX]

[DOI]

Inf. Sci., 2021

Intercept Probability Analysis of Cooperative Cognitive Networks Using Fountain Codes and Cooperative Jamming.

[BibT_eX]

[DOI]

EAI Endorsed Trans. Ind. Networks Intell. Syst., 2021

Posterior concentration and fast convergence rates for generalized Bayesian learning.

[BibT_eX]

[DOI]

CoRR, 2021

An Empirical Study on GANs with Margin Cosine Loss and Relativistic Discriminator.

[BibT_eX]

[DOI]

CoRR, 2021

An Effective Leaf Recognition Using Convolutional Neural Networks Based Features.

[BibT_eX]

[DOI]

CoRR, 2021

An Efficient Insect Pest Classification Using Multiple Convolutional Neural Network Based Models.

[BibT_eX]

[DOI]

Hieu T. Ung

Quang Huy Ung

Binh T. Nguyen

CoRR, 2021

DPER: Efficient Parameter Estimation for Randomly Missing Data.

[BibT_eX]

[DOI]

CoRR, 2021

OASIS: An Active Framework for Set Inversion.

[BibT_eX]

[DOI]

CoRR, 2021

A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval.

[BibT_eX]

[DOI]

Manh-Duy Nguyen

Binh T. Nguyen

Cathal Gurrin

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2021

An Effective AQI Estimation Using Sensor Data and Stacking Mechanism.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2021

S2CFT: A New Approach for Paper Submission Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SOFSEM 2021: Theory and Practice of Computer Science, 2021

A VR Interface for Browsing Visual Spaces at VBS2021.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

Graph-Based Indexing and Retrieval of Lifelog Data.

[BibT_eX]

[DOI]

Manh-Duy Nguyen

Nguyen Thanh Binh

Cathal Gurrin

Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

Myscéal 2.0: A Revised Experimental Interactive Lifelog Retrieval System for LSC'21.

[BibT_eX]

[DOI]

Proceedings of the 4th Annual on Lifelog Search Challenge, 2021

LifeSeeker 3.0: An Interactive Lifelog Search Engine for LSC'21.

[BibT_eX]

[DOI]

Proceedings of the 4th Annual on Lifelog Search Challenge, 2021

Influence Prediction on Social Media Network through Contents and Interaction Behaviors using Attention-based Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

An Efficient Transformer-Based Model for Vietnamese Punctuation Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021

A Novel Approach for Enhancing Vietnamese Sentiment Classification.

[BibT_eX]

[DOI]

Cuong V. Nguyen

Khiem H. Le

Binh T. Nguyen

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021

A Fusion Approach for Paper Submission Recommendation System.

[BibT_eX]

[DOI]

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021

SPBERT: an Efficient Pre-training BERT on SPARQL Queries for Question Answering over Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Deep4Air: A Novel Deep Learning Framework for Airport Airside Surveillance.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

2020

Posterior concentration and fast convergence rates for generalized Bayesian learning.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Deep4Air: A Novel Deep Learning Framework for Airport Airside Surveillance.

[BibT_eX]

[DOI]

CoRR, 2020

Attention with Multiple Sources Knowledges for COVID-19 from CT Images.

[BibT_eX]

[DOI]

CoRR, 2020

SEED: A Framework for Stress Estimation Using Emotiv Devices.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques, 2020

ATGW: A Machine Learning Framework for Automation Testing in Game Woody.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques, 2020

An Efficient Framework for Vietnamese Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques, 2020

Vietnamese Punctuation Prediction Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the SOFSEM 2020: Theory and Practice of Computer Science, 2020

DELAFO: An Efficient Portfolio Optimization Using Deep Neural Networks.

[BibT_eX]

[DOI]

Hieu K. Cao

Han K. Cao

Binh T. Nguyen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Myscéal: An Experimental Interactive Lifelog Retrieval System for LSC'20.

[BibT_eX]

[DOI]

Proceedings of the Third ACM Workshop on Lifelog Search Challenge, 2020

An Active Learning Framework for Duplicate Detection in SaaS Platforms.

[BibT_eX]

[DOI]

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

A Framework for Paper Submission Recommendation System.

[BibT_eX]

[DOI]

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

A deep learning approach for solving Poisson's equations.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Knowledge and Systems Engineering, 2020

S2RSCS: An Efficient Scientific Submission Recommendation System for Computer Science.

[BibT_eX]

[DOI]

Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020

Malware Detection Using System Logs.

[BibT_eX]

[DOI]

Proceedings of the 2020 on Intelligent Cross-Data Analysis and Retrieval Workshop, 2020

Duplicate Identification Algorithms in SaaS Platforms.

[BibT_eX]

[DOI]

Proceedings of the 2020 on Intelligent Cross-Data Analysis and Retrieval Workshop, 2020

Vietnamese Food Recognition System Using Convolutional Neural Networks Based Features.

[BibT_eX]

[DOI]

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

Early Unsafety Detection in Autonomous Vehicles.

[BibT_eX]

[DOI]

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

An Experiment in Interactive Retrieval for the Lifelog Moment Retrieval Task at ImageCLEFlifelog2020.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2020, 2020

Multi-source Machine Learning for AQI Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

An active learning framework for set inversion.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

IPMLB: A Machine Learning Framework for Indoor Positioning Using Beacons.

[BibT_eX]

[DOI]

Proceedings of the Advancing Technology Industrialization Through Intelligent Software Methodologies, Tools and Techniques, 2019

Punctuation Prediction for Vietnamese Texts Using Conditional Random Fields.

[BibT_eX]

[DOI]

Quang Hong Pham

Binh T. Nguyen

Nguyen Viet Cuong

Proceedings of the Tenth International Symposium on Information and Communication Technology, 2019

Automatically Generate Hymns Using Variational Attention Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2019, 2019

2018

OASIS: An Active Framework for Set Inversion.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2018

A Deep Learning based Food Recognition System for Lifelog Images.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

2017

3D-Brain Segmentation Using Deep Neural Network and Gaussian Mixture Model.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Demo: Fusing Mobile Sensors for Paper Keyboard On-the-Go.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

Vietnamese food recognition using convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

A potential approach for emotion prediction using heart rate signals.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

2016

Fast learning rates with heavy-tailed losses.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Learning from Non-iid Data: Fast Rates for the One-vs-All Multiclass Plug-in Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Theory and Applications of Models of Computation, 2015

Semi-supervised Learning for Vietnamese Named Entity Recognition using Online Conditional Random Fields.

[BibT_eX]

[DOI]

Proceedings of the Fifth Named Entity Workshop, 2015

Binh T. Nguyen

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