Individualized arrhythmia detection with ECG signals from wearable devices. - Nguyen Thanh Binh 001; Wei Luo 001; Terry Caelli; Svetha Venkatesh; Dinh Q. Phung (DSAA, 2014)

Unsupervised inference of significant locations from WiFi data for understanding human dynamics. - Nguyen Thanh Binh 001; Nguyen Cong Thuong; Wei Luo 001; Svetha Venkatesh; Dinh Q. Phung (MUM, 2014)

Semi-supervised Learning for Vietnamese Named Entity Recognition using Online Conditional Random Fields. - Quang Hong Pham; Minh Le Nguyen 001; Binh T. Nguyen 001; Nguyen Viet Cuong (NEWS@ACL, 2015)

Learning from Non-iid Data: Fast Rates for the One-vs-All Multiclass Plug-in Classifiers. - Vu C. Dinh; Lam Si Tung Ho; Viet Cuong Nguyen; Duy M. H. Nguyen; Binh T. Nguyen 001 (TAMC, 2015)

Learning Multifaceted Latent Activities from Heterogeneous Mobile Data. - Nguyen Thanh Binh 001; Vu Nguyen 001; Nguyen Cong Thuong; Svetha Venkatesh; Mohan Kumar; Dinh Q. Phung (DSAA, 2016)

MCNC: Multi-Channel Nonparametric Clustering from heterogeneous data. - Nguyen Thanh Binh 001; Vu Nguyen 001; Svetha Venkatesh; Dinh Q. Phung (ICPR, 2016)

Fast learning rates with heavy-tailed losses. - Vu C. Dinh; Lam Si Tung Ho; Binh T. Nguyen 001; Duy M. H. Nguyen (NIPS, 2016)

Learning Multi-faceted Activities from Heterogeneous Data with the Product Space Hierarchical Dirichlet Processes. - Nguyen Thanh Binh 001; Vu Nguyen 001; Svetha Venkatesh; Dinh Q. Phung (PAKDD Workshops, 2016)

A potential approach for emotion prediction using heart rate signals. - Nam T. Nguyen; Nhan V. Nguyen; My Huynh T. Tran; Binh T. Nguyen 001 (KSE, 2017)

Vietnamese food recognition using convolutional neural networks. - Thai Van Phat; Dang Xuan Tien; Quang Pham; Nguyen Pham; Binh T. Nguyen 001 (KSE, 2017)

Demo: Fusing Mobile Sensors for Paper Keyboard On-the-Go. - Anh Nguyen 001; Duy Nguyen 003; Nhan Nguyen; Ashwin Ashok; Binh T. Nguyen 001; Bao Pham; Tam Vu 001 (MobiSys, 2017)

3D-Brain Segmentation Using Deep Neural Network and Gaussian Mixture Model. - Duy M. H. Nguyen; Huy T. Vu; Quang Huy Ung; Binh T. Nguyen 001 (WACV, 2017)

A Deep Learning based Food Recognition System for Lifelog Images. - Binh T. Nguyen 001; Duc-Tien Dang-Nguyen; Dang Xuan Tien; Thai Van Phat; Cathal Gurrin (ICPRAM, 2018)

OASIS: An Active Framework for Set Inversion. - Binh T. Nguyen 001; Duy M. H. Nguyen; Lam Si Tung Ho; Vu C. Dinh (SoMeT, 2018)

Automatically Generate Hymns Using Variational Attention Models. - Han K. Cao; Duyen T. Ly; Duy M. H. Nguyen; Binh T. Nguyen 001 (ISNN (2), 2019)

Punctuation Prediction for Vietnamese Texts Using Conditional Random Fields. - Quang Hong Pham; Binh T. Nguyen 001; Nguyen Viet Cuong (SoICT, 2019)

IPMLB: A Machine Learning Framework for Indoor Positioning Using Beacons. - Han Cao; Binh T. Nguyen 001; Huy Nguyen; Thanh Pham; Lam Do (SoMeT, 2019)

An active learning framework for set inversion. - Binh T. Nguyen 001; Duy M. H. Nguyen; Lam Si Tung Ho; Vu C. Dinh (Knowl. Based Syst., 2019)

Multi-source Machine Learning for AQI Estimation. - Dat Q. Duong; Quang M. Le; Tan-Loc Nguyen-Tai; Dong Bo; Dat Nguyen; Minh-Son Dao; Binh T. Nguyen 001 (IEEE BigData, 2020)

An Experiment in Interactive Retrieval for the Lifelog Moment Retrieval Task at ImageCLEFlifelog2020. - Ly-Duyen Tran; Manh-Duy Nguyen; Binh T. Nguyen 001; Cathal Gurrin (CLEF (Working Notes), 2020)

Early Unsafety Detection in Autonomous Vehicles. - Thuy Pham; Tien X. Dang; Nhu Nguyen; Thao Ha; Binh T. Nguyen 001 (ICCCI, 2020)

Vietnamese Food Recognition System Using Convolutional Neural Networks Based Features. - Hieu T. Ung; Dang Xuan Tien; Thai Van Phat; Trung T. Nguyen; Binh T. Nguyen 001 (ICCCI, 2020)

Duplicate Identification Algorithms in SaaS Platforms. - Dac H. Nguyen; Quy H. Nguyen; Minh-Son Dao; Duc-Tien Dang-Nguyen; Cathal Gurrin; Binh T. Nguyen 001 (ICDAR@ICMR, 2020)

Malware Detection Using System Logs. - Nhu T. Nguyen; Thuy T. Pham; Tien X. Dang; Minh-Son Dao; Duc-Tien Dang-Nguyen; Cathal Gurrin; Binh T. Nguyen 001 (ICDAR@ICMR, 2020)

S2RSCS: An Efficient Scientific Submission Recommendation System for Computer Science. - Son Huynh; Phong Huynh; Dac H. Nguyen; Dinh V. Cuong; Binh T. Nguyen 001 (IEA/AIE, 2020)

A deep learning approach for solving Poisson's equations. - Thanh Nguyen; Binh Pham; Trung T. Nguyen; Binh T. Nguyen 001 (KSE, 2020)

Overview of MediaEval 2020 Insights for Wellbeing: Multimodal Personal Health Lifelog Data Analysis. - Peijiang Zhao; Minh-Son Dao; Thanh Nguyen; Nguyen Thanh Binh 001; Duc-Tien Dang-Nguyen; Cathal Gurrin (MediaEval, 2020)

A Framework for Paper Submission Recommendation System. - Dinh V. Cuong; Dac H. Nguyen; Son Huynh; Phong Huynh; Cathal Gurrin; Minh-Son Dao; Duc-Tien Dang-Nguyen; Binh T. Nguyen 001 (ICMR, 2020)

An Active Learning Framework for Duplicate Detection in SaaS Platforms. - Quy H. Nguyen; Dac H. Nguyen; Minh-Son Dao; Duc-Tien Dang-Nguyen; Cathal Gurrin; Binh T. Nguyen 001 (ICMR, 2020)

Myscéal: An Experimental Interactive Lifelog Retrieval System for LSC'20. - Ly-Duyen Tran; Manh-Duy Nguyen; Nguyen Thanh Binh 001; Hyowon Lee 001; Cathal Gurrin (LSC@ICMR, 2020)

DELAFO: An Efficient Portfolio Optimization Using Deep Neural Networks. - Hieu K. Cao; Han K. Cao; Binh T. Nguyen 001 (PAKDD (1), 2020)

Vietnamese Punctuation Prediction Using Deep Neural Networks. - Thuy Pham; Nhu Nguyen; Quang Pham; Han Cao; Binh T. Nguyen 001 (SOFSEM, 2020)

An Efficient Framework for Vietnamese Sentiment Classification. - Cuong V. Nguyen; Khiem H. Le; Anh M. Tran; Binh T. Nguyen 001 (SoMeT, 2020)

ATGW: A Machine Learning Framework for Automation Testing in Game Woody. - Thuy Pham; Nhu Nguyen; Tien X. Dang; Linh Nguyen; Binh T. Nguyen 001 (SoMeT, 2020)

SEED: A Framework for Stress Estimation Using Emotiv Devices. - Nhung Pham; Thuong Nguyen; Thinh Tran; Trung T. Nguyen; Huong Ha 002; Binh T. Nguyen 001 (SoMeT, 2020)

Attention with Multiple Sources Knowledges for COVID-19 from CT Images. - Duy M. H. Nguyen; Huong Vu; Binh T. Nguyen 001; Fabrizio Nunnari; Daniel Sonntag (CoRR, 2020)

Deep4Air: A Novel Deep Learning Framework for Airport Airside Surveillance. - Phat Thai; Sameer Alam; Nimrod Lilith; Phu N. Tran; Nguyen Thanh Binh 001 (CoRR, 2020)

Posterior concentration and fast convergence rates for generalized Bayesian learning. - Lam Si Tung Ho; Binh T. Nguyen 001; Vu C. Dinh; Duy M. H. Nguyen (Inf. Sci., 2020)

Deep4Air: A Novel Deep Learning Framework for Airport Airside Surveillance. - Thai Van Phat; Sameer Alam; Nimrod Lilith; Phu N. Tran; Nguyen Thanh Binh 001 (ICME Workshops, 2021)

SPBERT: an Efficient Pre-training BERT on SPARQL Queries for Question Answering over Knowledge Graphs. - Hieu Tran; Long Phan; James T. Anibal; Binh T. Nguyen 001; Truong-Son Nguyen (ICONIP (1), 2021)

A Fusion Approach for Paper Submission Recommendation System. - Son Huynh; Nhi Dang; Phong Huynh; Dac H. Nguyen; Binh T. Nguyen 001 (IEA/AIE (2), 2021)

A Novel Approach for Enhancing Vietnamese Sentiment Classification. - Cuong V. Nguyen; Khiem H. Le; Binh T. Nguyen 001 (IEA/AIE (2), 2021)

An Efficient Transformer-Based Model for Vietnamese Punctuation Prediction. - Hieu Tran; Cuong V. Dinh; Quang Pham; Binh T. Nguyen 001 (IEA/AIE (2), 2021)

Influence Prediction on Social Media Network through Contents and Interaction Behaviors using Attention-based Knowledge Graph. - Quan M. Tran; Hien D. Nguyen 002; Binh T. Nguyen 001; Vuong T. Pham; Trong T. Le (KSE, 2021)

Overview of Insight for Wellbeing Task at MediaEval 2021: Cross-Data Analytics for Transboundary Haze Prediction. - Asem Kasem; Minh-Son Dao; Effa Nabilla Aziz; Duc-Tien Dang-Nguyen; Cathal Gurrin; Minh-Triet Tran; Nguyen Thanh Binh 001; Wida Suhaili (MediaEval, 2021)

ICDAR'21: Intelligent Cross-Data Analysis and Retrieval. - Minh-Son Dao; Michael Alexander Riegler; Duc-Tien Dang-Nguyen; Cathal Gurrin; Minh-Triet Tran; Nguyen Thanh Binh 001 (ICMR, 2021)

LifeSeeker 3.0: An Interactive Lifelog Search Engine for LSC'21. - Thao-Nhu Nguyen; Tu-Khiem Le; Van-Tu Ninh; Minh-Triet Tran; Nguyen Thanh Binh 001; Graham Healy; Annalina Caputo; Cathal Gurrin (LSC@ICMR, 2021)

Myscéal 2.0: A Revised Experimental Interactive Lifelog Retrieval System for LSC'21. - Ly-Duyen Tran; Manh-Duy Nguyen; Nguyen Thanh Binh 001; Hyowon Lee 001; Cathal Gurrin (LSC@ICMR, 2021)

Graph-Based Indexing and Retrieval of Lifelog Data. - Manh-Duy Nguyen; Nguyen Thanh Binh 001; Cathal Gurrin (MMM (2), 2021)

A VR Interface for Browsing Visual Spaces at VBS2021. - Ly-Duyen Tran; Manh-Duy Nguyen; Thao-Nhu Nguyen; Graham Healy; Annalina Caputo; Binh T. Nguyen 001; Cathal Gurrin (MMM (2), 2021)

S2CFT: A New Approach for Paper Submission Recommendation. - Dac H. Nguyen; Son Huynh; Phong Huynh; Dinh V. Cuong; Binh T. Nguyen 001 (SOFSEM, 2021)

An Effective AQI Estimation Using Sensor Data and Stacking Mechanism. - Dat Q. Duong; Quang M. Le; Tan-Loc Nguyen-Tai; Hien D. Nguyen 002; Minh-Son Dao; Binh T. Nguyen 001 (SoMeT, 2021)

A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval. - Manh-Duy Nguyen; Binh T. Nguyen 001; Cathal Gurrin (SoMeT, 2021)

DPER: Efficient Parameter Estimation for Randomly Missing Data. - Thu Nguyen 001; Khoi Minh Nguyen-Duy; Duy Ho Minh Nguyen; Binh T. Nguyen 001; Bruce Alan Wade (CoRR, 2021)

An Efficient Insect Pest Classification Using Multiple Convolutional Neural Network Based Models. - Hieu T. Ung; Quang Huy Ung; Binh T. Nguyen 001 (CoRR, 2021)

An Effective Leaf Recognition Using Convolutional Neural Networks Based Features. - Boi M. Quach; Dinh V. Cuong; Nhung Pham; Dang Huynh; Binh T. Nguyen 001 (CoRR, 2021)

An Empirical Study on GANs with Margin Cosine Loss and Relativistic Discriminator. - Cuong V. Nguyen; Tien-Dung Cao; Tram Truong Huu; Khanh N. Pham; Binh T. Nguyen 001 (CoRR, 2021)

Posterior concentration and fast convergence rates for generalized Bayesian learning. - Lam Si Tung Ho; Binh T. Nguyen 001; Vu C. Dinh; Duy Nguyen 003 (CoRR, 2021)

Intercept Probability Analysis of Cooperative Cognitive Networks Using Fountain Codes and Cooperative Jamming. - Tran Trung Duy; Le Chu Khan; Nguyen Thanh Binh 001; Nguyen Luong Nhat (EAI Endorsed Trans. Ind. Networks Intell. Syst., 2021)

EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data. - Thu Nguyen 001; Duy M. H. Nguyen; Huy Nguyen; Binh T. Nguyen 001; Bruce A. Wade (Inf. Sci., 2021)

SimCPSR: Simple Contrastive Learning for Paper Submission Recommendation System. - Duc H. Le; Tram T. Doan; Son T. Huynh; Binh T. Nguyen 001 (ACIIDS (1), 2022)

An Exploration into the Benefits of the CLIP model for Lifelog Retrieval. - Ly-Duyen Tran; Naushad Alam; Yvette Graham; Linh Khanh Vo; Nghiem Tuong Diep; Binh T. Nguyen 001; Liting Zhou; Cathal Gurrin (CBMI, 2022)

Lung and Colon Tumor Classification Based on Transfer Learning-Based Techniques. - Trinh Huy Hoang; Nguyen Thanh Binh 001; Van Vy; Nguyen Quang Tan (FDSE (CCIS Volume), 2022)

Multi-class Sentiment Classification for Customers' Reviews. - Cuong T. V. Nguyen; Anh M. Tran; Thao Nguyen; Trung T. Nguyen; Binh T. Nguyen 001 (IEA/AIE, 2022)

An Improved Subject-Independent Stress Detection Model Applied to Consumer-grade Wearable Devices. - Van-Tu Ninh; Manh-Duy Nguyen; Sinéad Smyth; Minh-Triet Tran; Graham Healy; Binh T. Nguyen 001; Cathal Gurrin (IEA/AIE, 2022)

Unequal Covariance Awareness for Fisher Discriminant Analysis and Its Variants in Classification. - Thu Nguyen 001; Quang M. Le; Son N. T. Tu; Binh T. Nguyen 001 (IJCNN, 2022)

Parallel feature selection based on the trace ratio criterion. - Thu Nguyen 001; Thanh Nhan Phan; Van Nhuong Nguyen; Nguyen Thanh Binh 001; Pål Halvorsen; Michael A. Riegler (IJCNN, 2022)

Enhanced Task-based Knowledge for Lexicon-based Approach in Vietnamese Hate Speech Detection. - Suong N. Hoang; Binh T. Nguyen 001; Nam P. Nguyen; Son T. Luu; Hieu T. Phan; Hien D. Nguyen 002 (KSE, 2022)

A New Approach for Vietnamese Aspect-Based Sentiment Analysis. - Bao Hoang Le; Hoang Minh Nguyen; Nhi Kieu-Phuong Nguyen; Binh T. Nguyen 001 (KSE, 2022)

ATPM-REAP: A Simple and Efficient Address Tracking and Parsing for Vietnamese Real Estate Advertisement Posts. - Binh T. Nguyen 001; Tung Tran Nguyen Doan; Son Thanh Huynh; An Tran-Hoai Le; An Trong Nguyen; Khanh Quoc Tran; Nhi Ho; Trung T. Nguyen; Dang T. Huynh (KSE, 2022)

Sentiment Classification for Beauty-fashion Reviews. - Linh Quang Tran; Binh Van Duong; Binh T. Nguyen 001 (KSE, 2022)

Overview of MediaEval 2022 Urban Air: Urban Life and Air Pollution. - Minh-Son Dao; Thanh-Hai Dang; Tan-Loc Nguyen-Tai; Nguyen Thanh Binh 001; Duc-Tien Dang-Nguyen (MediaEval, 2022)

LifeSeeker 4.0: An Interactive Lifelog Search Engine for LSC'22. - Thao-Nhu Nguyen; Tu-Khiem Le; Van-Tu Ninh; Minh-Triet Tran; Nguyen Thanh Binh 001; Graham Healy; Sinéad Smyth; Annalina Caputo; Cathal Gurrin (LSC@ICMR, 2022)

E-Myscéal: Embedding-based Interactive Lifelog Retrieval System for LSC'22. - Ly-Duyen Tran; Manh-Duy Nguyen; Binh T. Nguyen 001; Hyowon Lee 001; Liting Zhou; Cathal Gurrin (LSC@ICMR, 2022)

Fall Detection Using Multimodal Data. - Thao V. Ha; Hoang Nguyen; Son T. Huynh; Trung T. Nguyen; Binh T. Nguyen 001 (MMM (1), 2022)

Videofall - A Hierarchical Search Engine for VBS2022. - Thao-Nhu Nguyen; Bunyarit Puangthamawathanakun; Graham Healy; Binh T. Nguyen 001; Cathal Gurrin; Annalina Caputo (MMM (2), 2022)

LLQA - Lifelog Question Answering Dataset. - Ly-Duyen Tran; Thanh Cong Ho; Lan Anh Pham; Binh T. Nguyen 001; Cathal Gurrin; Liting Zhou (MMM (1), 2022)

A Virtual Reality Reminiscence Interface for Personal Lifelogs. - Ly-Duyen Tran; Diarmuid Kennedy; Liting Zhou; Binh T. Nguyen 001; Cathal Gurrin (MMM (2), 2022)

Overview of the NTCIR-16 RCIR Task. - Graham Healy; Tu-Khiem Le; Boi Mai Quach; Minh-Triet Tran; Nguyen Thanh Binh 001; Cathal Gurrin (NTCIR, 2022)

Overview of the NTCIR-16 Lifelog-4 Task. - Liting Zhou; Cathal Gurrin; Graham Healy; Hideo Joho; Binh T. Nguyen 001; Rami Albatal; Frank Hopfgartner; Duc-Tien Dang-Nguyen (NTCIR, 2022)

SEND: A Simple and Efficient Noise Detection Algorithm for Vietnamese Real Estate Posts. - Khanh Quoc Tran; An Tran-Hoai Le; An Trong Nguyen; Tung Tran Nguyen Doan; Son Thanh Huynh; Bao Hoang Le; Hoang Nguyen Minh; Triet Minh Thai; Hoang Le Huy; Dang T. Huynh; Binh T. Nguyen 001; Nhi Y. T. Ho; et al. (PACLIC, 2022)

Building an Electronic Medical Records System using Blockchain 3.0 technology and new Data Mechanism. - Tuan A. Nguyen; Nguyen Thanh Binh 001; Hien Nguyen; Qui Phu Huynh (RIVF, 2022)

Building 3 levels of security for traceability using Blockchain 3.0 Generation. - Binh T. Nguyen 001; Tuan A. Nguyen; Hien Nguyen; Qui Phu Huynh (RIVF, 2022)

Drone Detection Using Deep Neural Networks. - Hoang N. Pham; Huy A. Dinh; Phat Van Thai; Trung T. Nguyen; Binh T. Nguyen 001 (SoMeT, 2022)

An Efficient Insect Pest Classification Using Multiple Convolutional Neural Network Based Models. - Hieu Trung Ung; Quang Huy Ung; Trung T. Nguyen; Binh T. Nguyen 001 (SoMeT, 2022)

An End-to-End Named Entity Recognition Platform for Vietnamese Real Estate Advertisement Posts and Analytical Applications. - Binh T. Nguyen 001; Tung Tran Nguyen Doan; Son Thanh Huynh; Khanh Quoc Tran; An Trong Nguyen; An Tran-Hoai Le; Anh Minh Tran; Nhi Ho; Trung T. Nguyen; Dang T. Huynh (IEEE Access, 2022)

FPSRS: A Fusion Approach for Paper Submission Recommendation System. - Son T. Huynh; Nhi Dang; Dac H. Nguyen; Phong T. Huynh; Binh T. Nguyen 001 (CoRR, 2022)

TaDeR: A New Task Dependency Recommendation for Project Management Platform. - Quynh Nguyen; Dac H. Nguyen; Son T. Huynh; Hoa Khanh Dam; Binh T. Nguyen 001 (CoRR, 2022)

DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading. - Hasan Md Tusfiqur Alam; Duy M. H. Nguyen; Mai Thanh Nhat Truong; Triet A. Nguyen; Binh T. Nguyen 001; Michael Barz; Hans-Jürgen Profitlich; Ngoc T. T. Than; Ngan Le; Pengtao Xie; Daniel Sonntag (CoRR, 2022)

PSRMTE: Paper submission recommendation using mixtures of transformer. - Dac H. Nguyen; Son Thanh Huynh; Cuong Viet Dinh; Phong Tan Huynh; Nguyen Thanh Binh 001 (Expert Syst. Appl., 2022)

Bayesian active learning with abstention feedbacks. - Cuong V. Nguyen; Lam Si Tung Ho; Huan Xu 001; Vu C. Dinh; Binh T. Nguyen 001 (Neurocomputing, 2022)

Learning for amalgamation: A multi-source transfer learning framework for sentiment classification. - Cuong V. Nguyen; Khiem H. Le; Anh M. Tran; Quang Hong Pham; Binh T. Nguyen 001 (Inf. Sci., 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 001; Khanh T. Tran; Anh Triet Nguyen; Bao T. Pham; Binh T. Nguyen 001 (Inf. Sci., 2022)

DPER: Direct Parameter Estimation for Randomly missing data. - Thu Nguyen 001; Khoi Minh Nguyen-Duy; Duy Ho Minh Nguyen; Binh T. Nguyen 001; Bruce Alan Wade (Knowl. Based Syst., 2022)

TATL: Task agnostic transfer learning for skin attributes detection. - Duy M. H. Nguyen; Thu T. Nguyen; Huong Vu; Quang Pham; Manh-Duy Nguyen; Binh T. Nguyen 001; Daniel Sonntag (Medical Image Anal., 2022)

Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering. - Duy M. H. Nguyen; Hoang Nguyen; Truong Thanh Nhat Mai; Tri Cao; Binh T. Nguyen 001; Nhat Ho; Paul Swoboda; Shadi Albarqouni; Pengtao Xie; Daniel Sonntag (AAAI, 2023)

Intelligent Retrieval System on Legal Information. - Hoang H. Le; Cong-Thanh Nguyen; Thinh P. Ngo; Phu V. Vinh; Binh T. Nguyen 001; Anh T. Huynh; Hien D. Nguyen 002 (ACIIDS (1), 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 001; Hien D. Nguyen 002; Binh T. Nguyen 001 (ACIIDS (1), 2023)

ViEcomRec: A Dataset for Recommendation in Vietnamese E-Commerce. - Quang-Linh Tran; Binh T. Nguyen 001; Gareth J. F. Jones; Cathal Gurrin (CSoNet, 2023)

HADA: A Graph-Based Amalgamation Framework in Image-text Retrieval. - Manh-Duy Nguyen; Binh T. Nguyen 001; Cathal Gurrin (ECIR (1), 2023)

Ontology-Based Solution for Building an Intelligent Searching System on Traffic Law Documents. - Vuong T. Pham; Hien D. Nguyen 002; Thinh Le; Binh T. Nguyen 001; Quoc Hung Ngo (ICAART (1), 2023)

Adaptive-saturated RNN: Remember more with less instability. - Khoi Minh Nguyen-Duy; Quang Pham; Binh T. Nguyen 001 (Tiny Papers @ ICLR, 2023)

Performance of Energy Harvesting Aided Multi-hop Mobile Relay Networks With and Without Using Cooperative Communication. - Pham Xuan Minh; Ngo Hoang An; Nguyen Ngoc Son; Tran Trung Duy; Nguyen Thanh Binh 001; Nguyen Luong Nhat (ICSSE, 2023)

Principal Components Analysis Based Imputation for Logistic Regression. - Thuong H. T. Nguyen; Bao Le; Phuc Nguyen; Linh G. H. Tran; Thu Nguyen 001; Binh T. Nguyen 001 (IEA/AIE (1), 2023)

Air Pollution Forecasting Using Multimodal Data. - Minh-Anh Ton-Thien; Chuong Thi Nguyen; Quang M. Le; Dat Q. Duong; Minh-Son Dao; Binh T. Nguyen 001 (IEA/AIE (2), 2023)

E-LifeSeeker: An Interactive Lifelog Search Engine for LSC'23. - Thao-Nhu Nguyen; Tu-Khiem Le; Van-Tu Ninh; Cathal Gurrin; Minh-Triet Tran; Nguyen Thanh Binh 001; Graham Healy; Annalina Caputo; Sinéad Smyth (LSC@ICMR, 2023)

MyEachtra: Event-Based Interactive Lifelog Retrieval System for LSC'23. - Ly-Duyen Tran; Binh T. Nguyen 001; Liting Zhou; Cathal Gurrin (LSC@ICMR, 2023)

MemoriEase: An Interactive Lifelog Retrieval System for LSC'23. - Quang-Linh Tran; Ly-Duyen Tran; Binh T. Nguyen 001; Cathal Gurrin (LSC@ICMR, 2023)

VideoCLIP: An Interactive CLIP-based Video Retrieval System at VBS2023. - Thao-Nhu Nguyen; Bunyarit Puangthamawathanakun; Annalina Caputo; Graham Healy; Binh T. Nguyen 001; Chonlameth Arpnikanondt; Cathal Gurrin (MMM (1), 2023)

ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging Dataset. - Michael A. Riegler; Vajira Thambawita; Ayan Chatterjee; Binh T. Nguyen 001; Steven Alexander Hicks; Vibeke Telle-Hansen; Svein Arne Pettersen; Dag Johansen; Ramesh C. Jain; Pål Halvorsen (MMM (1), 2023)

VAISL: Visual-Aware Identification of Semantic Locations in Lifelog. - Ly-Duyen Tran; Dongyun Nie; Liting Zhou; Binh T. Nguyen 001; Cathal Gurrin (MMM (2), 2023)

LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching. - Duy M. H. Nguyen; Hoang Nguyen; Nghiem Tuong Diep; Tan Ngoc Pham; Tri Cao; Binh T. Nguyen 001; Paul Swoboda; Nhat Ho; Shadi Albarqouni; Pengtao Xie; Daniel Sonntag; Mathias Niepert (NeurIPS, 2023)

MemoriEase at the NTCIR-17 Lifelog-5 Task. - Quang-Linh Tran; Binh T. Nguyen 001; Gareth J. F. Jones; Cathal Gurrin (NTCIR, 2023)

Causal Deep Operator Networks for Data-Driven Modeling of Dynamical Systems. - Truong X. Nghiem; Thang Nguyen 002; Binh T. Nguyen 001; Linh Nguyen (SMC, 2023)

Conditional expectation for missing data imputation. - Mai Anh Vu; Thu Nguyen 001; Tu T. Do; Nhan Phan; Pål Halvorsen; Michael A. Riegler; Binh T. Nguyen 001 (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 001; Steven Alexander Hicks; Michael A. Riegler; Pål Halvorsen; Binh T. Nguyen 001 (CoRR, 2023)

A Generalization Bound of Deep Neural Networks for Dependent Data. - Quan Huu Do; Binh T. Nguyen 001; Lam Si Tung Ho (CoRR, 2023)

On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation. - Duy Minh Ho Nguyen; Tan Ngoc Pham; Nghiem Tuong Diep; Nghi Quoc Phan; Quang Pham; Vinh Tong; Binh T. Nguyen 001; Ngan Hoang Le; Nhat Ho; Pengtao Xie; Daniel Sonntag; Mathias Niepert (CoRR, 2023)

Leaf recognition using convolutional neural networks based features. - Boi M. Quach; Dinh V. Cuong; Nhung Pham; Dang Huynh; Binh T. Nguyen 001 (Multim. Tools Appl., 2023)

FPSRS: a fusion approach for paper submission recommendation system. - Son Thanh Huynh; Nhi Dang; Dac H. Nguyen; Phong Tan Huynh; Binh T. Nguyen 001 (Appl. Intell., 2023)

LifeSeeker: an interactive concept-based retrieval system for lifelog data. - Thao-Nhu Nguyen; Tu-Khiem Le; Van-Tu Ninh; Annalina Caputo; Graham Healy; Sinéad Smyth; Minh-Triet Tran; Binh T. Nguyen 001 (Multim. Tools Appl., 2023)

Myscéal: a deeper analysis of an interactive lifelog search engine. - Ly-Duyen Tran; Manh-Duy Nguyen; Binh T. Nguyen 001; Liting Zhou (Multim. Tools Appl., 2023)

Vietnamese Automatic Speech Recognition for Financial Conversation Data. - Tung Tran Nguyen Doan; Son Thanh Huynh; An Trong Nguyen; An Tran-Hoai Le; Thuy-An Phan-Thi; Dang T. Huynh; Binh T. Nguyen 001 (ACIIDS (2), 2024)

MemoriQA: A Question-Answering Lifelog Dataset. - Quang-Linh Tran; Binh T. Nguyen 001; Gareth J. F. Jones; Cathal Gurrin (AIQAM@ICMR, 2024)

VidBasys: A User-Friendly Interactive Video Retrieval System for Novice Users in IVR4B. - Thao-Nhu Nguyen; Quang-Linh Tran; Hoang-Bao Le; Binh T. Nguyen 001; Liting Zhou; Gareth J. F. Jones; Cathal Gurrin (CBMI, 2024)

Classify Bone Fractures in X-ray Images. - Tu N. Hoa; An N. Ho; Vi T. N. Ly; Son T. Huynh; Binh T. Nguyen 001 (CSoNet, 2024)

Optimizing Cloud-Fog Workloads: A Budget Aware Dynamic Scheduling Solution. - Pham Phuoc Hung; Nguyen Thanh Binh 001; Md. Golam Rabiul Alam; Md. Motaharul Islam (ICCSA (2), 2024)

Blockwise Principal Component Analysis for monotone missing data imputation and dimensionality reduction. - Tu T. Do; Anh M. Vu; Tuan L. Vo; Hoang Thien Ly; Thu Nguyen 001; Steven Hicks; Pål Halvorsen; Michael Riegler 001; Binh T. Nguyen 001 (IJCNN, 2024)

LifeSeeker 6.0: Leveraging the linguistic aspect of the lifelog system in LSC'24. - Hoang Bao Le; Thao-Nhu Nguyen; Tu-Khiem Le; Minh-Triet Tran; Nguyen Thanh Binh 001; Van-Tu Ninh; Liting Zhou; Cathal Gurrin (LSC@ICMR, 2024)

MemoriLens: a Low-cost Lifelog Camera Using Raspberry Pi Zero. - Quang-Linh Tran; Binh T. Nguyen 001; Gareth J. F. Jones; Cathal Gurrin (ICMR, 2024)

MemoriEase 2.0: A Conversational Lifelog Retrieve System for LSC'24. - Quang-Linh Tran; Binh T. Nguyen 001; Gareth J. F. Jones; Cathal Gurrin (LSC@ICMR, 2024)

MyEachtraX: Lifelog Question Answering on Mobile. - Ly-Duyen Tran; Nguyen Thanh Binh 001; Cathal Gurrin; Liting Zhou (LSC@ICMR, 2024)

VideoCLIP 2.0: An Interactive CLIP-Based Video Retrieval System for Novice Users at VBS2024. - Thao-Nhu Nguyen; Le Minh Quang; Graham Healy; Binh T. Nguyen 001; Cathal Gurrin (MMM (4), 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 001; Michael A. Riegler; Pål Halvorsen; Binh T. Nguyen 001 (MMM (4), 2024)

Interactive Question Answering for Multimodal Lifelog Retrieval. - Ly-Duyen Tran; Liting Zhou; Binh T. Nguyen 001; Cathal Gurrin (MMM (5), 2024)

The Effects of Data Imputation on Covariance and Inverse Covariance Matrix Estimation. - Tuan L. Vo; Quan Huu Do; Thu Nguyen 001; Pål Halvorsen; Michael A. Riegler; Binh T. Nguyen 001 (IEEE Access, 2024)

CompeteSMoE - Effective Training of Sparse Mixture of Experts via Competition. - Quang Pham; Giang Do; Huy Nguyen; TrungTin Nguyen; Chenghao Liu; Mina Sartipi; Binh T. Nguyen 001; Savitha Ramasamy; Xiaoli Li 001; Steven C. H. Hoi; Nhat Ho (CoRR, 2024)

Accelerating Transformers with Spectrum-Preserving Token Merging. - Hoai-Chau Tran; Duy M. H. Nguyen; Duy M. Nguyen; TrungTin Nguyen; Ngan Le; Pengtao Xie; Daniel Sonntag; James Y. Zou; Binh T. Nguyen 001; Mathias Niepert (CoRR, 2024)

Adapting Physics-Informed Neural Networks To Optimize ODEs in Mosquito Population Dynamics. - Dinh Viet Cuong; Branislava Lalic; Mina Petric; Binh T. Nguyen 001; Mark Roantree (CoRR, 2024)

I-MPN: Inductive Message Passing Network for Effective and Efficient Human-in-the-Loop Annotation of Mobile Eye Tracking Data. - Hoang H. Le; Duy M. H. Nguyen; Omair Shahzad Bhatti; László Kopácsi; Thinh P. Ngo; Binh T. Nguyen 001; Michael Barz; Daniel Sonntag (CoRR, 2024)

Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator. - Thinh Nguyen; Khoa D. Doan; Binh T. Nguyen 001; Danh Le Phuoc; Kok-Seng Wong (CoRR, 2024)

Amodal Instance Segmentation with Diffusion Shape Prior Estimation. - Minh Tran; Khoa Vo 001; Nguyen Thanh Binh 001; Ngan Le (CoRR, 2024)

Missing data imputation for noisy time-series data and applications in healthcare. - Lien P. Le; Xuan-Hien Nguyen Thi; Thu Nguyen 001; Michael A. Riegler; Pål Halvorsen; Binh T. Nguyen 001 (CoRR, 2024)

Real-time Single-Channel EOG removal based on Empirical Mode Decomposition. - Kien Nguyen Trong; Nguyen Luong Nhat; Hanh Tan; Duy Tran Trung; Huong Ha Thi Thanh; Duy Pham The; Nguyen Thanh Binh 001 (EAI Endorsed Trans. Ind. Networks Intell. Syst., 2024)

Intelligent search system for resume and labor law. - Hien D. Nguyen 002; Vuong T. Pham; Quoc Hung Ngo; Anh T. Huynh; Binh T. Nguyen 001; José Machado 001 (PeerJ Comput. Sci., 2024)

Fall detection using mixtures of convolutional neural networks. - Thao V. Ha; Hoang M. Nguyen; Son H. Thanh; Binh T. Nguyen 001 (Multim. Tools Appl., 2024)

Collision-Aware Formation Control of Nano-Quadrotors: Theory and Experiments. - Anh Tung Nguyen; Binh T. Nguyen 001; Truong X. Nghiem; Sung Kyung Hong (COINS, 2025)

A RAG Approach for Multi-Modal Open-ended Lifelog Question-Answering. - Quang-Linh Tran; Ngo Ngoc Diep Pham; Quoc Trung Truong; Minh Hung Nguyen; Hong Cat Le; Dang Khoi Vu; Van Minh Thien Nguyen; Van Kinh Nguyen; Luu Phuong Ngoc Lam Nguyen; Tan Le; Minh Phuc Dang; Binh T. Nguyen 001; et al. (ICMR, 2025)

Fusionista: Fusion of 3-D Information of Video in Retrieval System. - Huy M. Le; Dat Nguyen Tien; Khang Le Duy; Tuan Nguyen Dang Quang; Nguyen Khanh Toan; Tuyen Nguyen; Binh T. Nguyen 001 (MMM (5), 2025)

VideoEase at VBS2025: An Interactive Video Retrieval System. - Quang-Linh Tran; Binh T. Nguyen 001; Gareth J. F. Jones; Cathal Gurrin (MMM (5), 2025)

DCU MemoriEase at the NTCIR-18 Lifelog 6 Task. - Quang-Linh Tran; Binh T. Nguyen 001; Gareth J. F. Jones; Cathal Gurrin (NTCIR, 2025)

GLOPS: A Hybrid Approach for Enhanced Scheduling in Cloud Computing Environments via Machine Learning-Based Process Prediction. - Syed Abu Ammar Muhammad Zarif; Layla Kader Suma; Md. Sadat Rahman; Md. Motaharul Islam; Phuoc Hung Pham; Phong Dung Thi Nguyen; Nguyen Thanh Binh 001 (IEEE Access, 2025)

Multimodal missing data in healthcare: A comprehensive review and future directions. - Lien P. Le; Thu Nguyen 001; Michael A. Riegler; Pål Halvorsen; Binh T. Nguyen 001 (Comput. Sci. Rev., 2025)

Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends. - Duy M. H. Nguyen; Hasan Md Tusfiqur Alam; Binh T. Nguyen 001; Devansh Srivastav; Hans-Jürgen Profitlich; Ngan Le; Daniel Sonntag (CoRR, 2025)

DPERC: Direct Parameter Estimation for Mixed Data. - Tuan L. Vo; Quan Huu Do; Uyen Dang; Thu Nguyen 001; Pål Halvorsen; Michael A. Riegler; Binh T. Nguyen 001 (CoRR, 2025)

VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis. - Duy-Cat Can; Linh D. Dang; Quang-Huy Tang; Dang Minh Ly; Huong Ha 002; Guillaume Blanc; Oliver Y. Chén; Binh T. Nguyen 001 (CoRR, 2025)

Sequence Transferability and Task Order Selection in Continual Learning. - Thinh Nguyen; Cuong N. Nguyen; Quang Pham; Binh T. Nguyen 001; Savitha Ramasamy; Xiaoli Li 001; Cuong V. Nguyen (CoRR, 2025)

Bidirectional Diffusion Bridge Models. - Duc Kieu; Kien Do; Nguyen Thanh Binh 001; Dang Nguyen 002; Thin Nguyen (CoRR, 2025)

REMEMBER: Retrieval-based Explainable Multimodal Evidence-guided Modeling for Brain Evaluation and Reasoning in Zero- and Few-shot Neurodegenerative Diagnosis. - Duy-Cat Can; Quang-Huy Tang; Huong Ha 002; Binh T. Nguyen 001; Oliver Y. Chén (CoRR, 2025)

Mitigating Reward Over-optimization in Direct Alignment Algorithms with Importance Sampling. - Phuc Minh Nguyen; Ngoc-Hieu Nguyen; Duy H. M. Nguyen; Anji Liu; An Mai; Binh T. Nguyen 001; Daniel Sonntag; Khoa D. Doan (CoRR, 2025)

Concept-based and embedding-based models in lifelog retrieval: an empirical comparison of performance. - Manh-Duy Nguyen; Binh T. Nguyen 001; Cathal Gurrin (Int. J. Multim. Inf. Retr., 2025)

OpenLifelogQA: An Open-Ended Multi-Modal Lifelog Question-Answering Dataset. - Quang-Linh Tran; Binh T. Nguyen 001; Gareth J. F. Jones; Cathal Gurrin (CoRR, 2025)

HFedATM: Hierarchical Federated Domain Generalization via Optimal Transport and Regularized Mean Aggregation. - Thinh Nguyen; Trung Phan; Binh T. Nguyen 001; Khoa D. Doan; Kok-Seng Wong (CoRR, 2025)