Hai Thanh Nguyen

Deep Learning Architectures Extended from Transfer Learning for Classification of Rice Leaf Diseases.

[BibT_eX]

[DOI]

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

Gross Domestic Product Prediction in Various Countries with Classic Machine Learning Techniques.

[BibT_eX]

[DOI]

Proceedings of the Nature of Computation and Communication, 2022

Brain Tumors Detection on MRI Images with K-means Clustering and Residual Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Collective Intelligence, 2022

Social Distancing Violation Detection in Video Using ChessBoard and Bird's-eye Perspective.

[BibT_eX]

[DOI]

An Cong Tran

Trong Huu Ngo

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

Recommendations in E-Commerce Systems Based on Deep Matrix Factorization.

[BibT_eX]

[DOI]

Tran Thanh Dien

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

An Approach for Similarity Vietnamese Documents Detection from English Documents.

[BibT_eX]

[DOI]

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

Poses Classification in a Taekwondo Lesson Using Skeleton Data Extracted from Videos with Shallow and Deep Learning Architectures.

[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 Implementation and Evaluation of Layer 2 for Ethereum with zk-Rollup.

[BibT_eX]

[DOI]

Proceedings of the Computational Data and Social Networks - 11th International Conference, 2022

Remote Medical Assistance Vehicle in Covid-19 Quarantine Areas: A Case Study in Vietnam.

[BibT_eX]

[DOI]

Hoang Huong Luong

Proceedings of the Complex, Intelligent and Software Intensive Systems - Proceedings of the 16th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS-2022), June 29, 2022

Breast Ultrasound Image Classification Using EfficientNetV2 and Shallow Neural Network Architectures.

[BibT_eX]

[DOI]

Transfer Learning with Fine-Tuning on MobileNet and GRAD-CAM for Bones Abnormalities Diagnosis.

[BibT_eX]

[DOI]

Thinh Nguyen Phuc Bach

Tu Ngoc Anh Nguyen

Hien Tran Quang Nguyen

2021

Decoders configurations based on Unet family and feature pyramid network for COVID-19 segmentation on CT images.

[BibT_eX]

[DOI]

Toan Bao Tran

Huong Hoang Luong

PeerJ Comput. Sci., 2021

Brown Planthopper Sensor Network Optimization Based on Climate and Geographical Factors using Cellular Automata Technique.

[BibT_eX]

[DOI]

Mob. Networks Appl., 2021

Patient Classification Based on Symptoms Using Machine Learning Algorithms Supporting Hospital Admission.

[BibT_eX]

[DOI]

Khoa Dang Dang Le

Huong Hoang Luong

Proceedings of the Nature of Computation and Communication, 2021

Deep Matrix Factorization for Learning Resources Recommendation.

[BibT_eX]

[DOI]

Tran Thanh Dien

Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Ensemble Learning for Mining Opinions on Food Reviews.

[BibT_eX]

[DOI]

Proceedings of the Context-Aware Systems and Applications, 2021

Recommendation with Subjective Tendency Based on Statistical Implicative Analysis.

[BibT_eX]

[DOI]

Proceedings of the Context-Aware Systems and Applications, 2021

Image Segmentation and Transfer Learning Approach for Skin Classification.

[BibT_eX]

[DOI]

Hiep Xuan Huynh

Cang Anh Phan

Loan Thanh Thi Truong

Proceedings of the Context-Aware Systems and Applications, 2021

Region of Interest Selection on Plant Disease.

[BibT_eX]

[DOI]

Hiep Xuan Huynh

Cang Anh Phan

Loan Thanh Thi Truong

Proceedings of the Context-Aware Systems and Applications, 2021

Entropy-Based Discretization Approach on Metagenomic Data for Disease Prediction.

[BibT_eX]

[DOI]

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2021

An Approach for Project Management System Based on Blockchain.

[BibT_eX]

[DOI]

Huong Hoang Luong

Anh Tuan Dao

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2021

Hospital Revenue Forecast Using Multivariate and Univariate Long Short-Term Memories.

[BibT_eX]

[DOI]

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2021

Forecasting and Analyzing the Risk of Dropping Out of High School Students in Ca Mau Province.

[BibT_eX]

[DOI]

Nguyen Dinh-Thanh

Pham Thi-Ngoc-Diem

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2021

Personalized Student Performance Prediction Using Multivariate Long Short-Term Memory.

[BibT_eX]

[DOI]

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2021

Human Mobility Prediction Using k-Latest Check-ins.

[BibT_eX]

[DOI]

Tinh Cong Dao

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2021

Dimensionality Reduction on Metagenomic Data with Recursive Feature Elimination.

[BibT_eX]

[DOI]

Proceedings of the Complex, Intelligent and Software Intensive Systems, 2021

Four Grade Levels-Based Models with Random Forest for Student Performance Prediction at a Multidisciplinary University.

[BibT_eX]

[DOI]

Proceedings of the Complex, Intelligent and Software Intensive Systems, 2021

Toward a Unique IoT Network via Single Sign-On Protocol and Message Queue.

[BibT_eX]

[DOI]

Anh Tuan Dao

Ha Xuan Son

Proceedings of the Computer Information Systems and Industrial Management, 2021

2020

Diagnosis Approaches for Colorectal Cancer Using Manifold Learning and Deep Learning.

[BibT_eX]

[DOI]

SN Comput. Sci., 2020

Explanation of the Convolutional Neural Network Classifying Chest X-Ray Images Supporting Pneumonia Diagnosis.

[BibT_eX]

[DOI]

EAI Endorsed Trans. Context aware Syst. Appl., 2020

K-Means Clustering for Features Arrangement in Metagenomic Data Visualization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Collective Intelligence, 2020

A Convolutional Neural Network on X-Ray Images for Pneumonia Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Context-Aware Systems and Applications, and Nature of Computation and Communication, 2020

Abnormality Bone Detection in X-Ray Images Using Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Context-Aware Systems and Applications, and Nature of Computation and Communication, 2020

Feature Selection Using Local Interpretable Model-Agnostic Explanations on Metagenomic Data.

[BibT_eX]

[DOI]

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2020

Forecasting Sensor Data Using Multivariate Time Series Deep Learning.

[BibT_eX]

[DOI]

Nguyen Thanh Hai

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2020

Inflammatory Bowel Disease Classification Improvement with Metagenomic Data Binning Using Mean-Shift Clustering.

[BibT_eX]

[DOI]

Nhi Yen Kim Phan

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2020

Growing Self-Organizing Maps for Metagenomic Visualizations Supporting Disease Classification.

[BibT_eX]

[DOI]

Proceedings of the Future Data and Security Engineering - 7th International Conference, 2020

Automatic Attendance System Based on Face Recognition Using HOG Features and Cosine Distance.

[BibT_eX]

[DOI]

Thanh-Hai Nguyen

Cong-Tinh Dao

Nguyen-Minh-Thao Phan

Thi-Ngoc-Cham Nguyen

Tan-Tai Phan

Huynh-Ngoc Pham

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2020

Genome-Wide Association Analysis for Oat Genetics Using Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2020

An Approach for Skin Lesions Classification with a Shallow Convolutional Neural Network.

[BibT_eX]

[DOI]

Hiep Xuan Huynh

Loan Thanh Thi Truong

Cang Anh Phan

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2020

Course Recommendation with Deep Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2020

A Data Conversion Approach Between GAMA and DIGIPLANT Simulating Rice Plant Growth Under Brown Planthopper Infestation.

[BibT_eX]

[DOI]

Proceedings of the Computational Data and Social Networks - 9th International Conference, 2020

2019

Disease Prediction Using Synthetic Image Representations of Metagenomic Data and Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE-RIVF International Conference on Computing and Communication Technologies, 2019

Human Gait Patterns Classification based on MEMS Data using Unsupervised and Supervised Learning Algorithms.

[BibT_eX]

[DOI]

My N. Nguyen

John Kar-Kin Zao

Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

Enhancing Metagenome-based Disease Prediction by Unsupervised Binning Approaches.

[BibT_eX]

[DOI]

Jean-Daniel Zucker

Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

A Novel Approach for Data Collection and Network Attack Warning.

[BibT_eX]

[DOI]

Van Kha Nguyen

Minh Nhat Quang Truong

Van Lam Le

Quyet-Thang Le

Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

Disease Prediction Using Metagenomic Data Visualizations Based on Manifold Learning and Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Future Data and Security Engineering - 6th International Conference, 2019

Metagenome-Based Disease Classification with Deep Learning and Visualizations Based on Self-organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Future Data and Security Engineering - 6th International Conference, 2019

2018

Disease Classification in Metagenomics with 2D Embeddings and Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Deep Learning for Metagenomic Data: using 2D Embeddings and Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Design and optimization of the Automatic Brown PlantHopper (BPH) light trap surveillance network.

[BibT_eX]

[DOI]

EAI Endorsed Trans. Context aware Syst. Appl., 2016

Deep Self-Organising Maps for efficient heterogeneous biomedical signatures extraction.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A Mobility Prediction Model for Location-Based Social Networks.

[BibT_eX]

[DOI]

Nguyen Thanh Hai

Huu-Hoa Nguyen