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ORCIDHai Thanh Nguyen 0003
Thanh Hai Nguyen 0001 – Nguyen Thanh Hai 0001 – Thanh-Hai Nguyen 0001
Person information
- affiliation: Can Tho University, College of Information and Communication Technology, Vietnam
- affiliation: Pierre and Marie Curie University, NutriOmics Team, France
Other persons with the same name
- Hai Thanh Nguyen (aka: Thanh Hai Nguyen, Nguyen Thanh Hai, Thanh-Hai Nguyen) — disambiguation page
- Hai Thanh Nguyen 0001 — Telenor Research, Trondheim (and 1 more)
- Hai Thanh Nguyen 0002 — Dongguk University Seoul, Department of Electronic Engineering
- Thanh Hai Nguyen 0002
![[0000-0001-9996-4720]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-9996-4720")
— New Mexico State University, Department of Computer Science, Las Cruces, USA - Thanh Hai Nguyen 0004 — Khalifa University of Science and Technology, Department of Electrical and Computer Engineering, Abu Dhabi, UAE
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2020 – today
- 2024
[j20]Hai Thanh Nguyen, Tri Dac Tran, Thanh Tuong Nguyen, Nhi Minh Pham, Phuc Hoang Nguyen Ly, Huong Hoang Luong:
Strawberry disease identification with vision transformer-based models. Multim. Tools Appl. 83(29): 73101-73126 (2024)- [j19]Thanh-Hai Nguyen, Trang Huyen Phan, Linh Thuy Thi Pham, Ngoc Huynh Pham:
Clustering-based visualizations for diagnosing diseases on metagenomic data. Signal Image Video Process. 18(8-9): 5685-5699 (2024) - [j18]Thanh-Hai Nguyen, Toan Bao Tran, Thien Thanh Tran:
Fracture Detection in Bone: An Approach with Versions of YOLOv4. SN Comput. Sci. 5(6): 765 (2024) - [c62]Thanh-Hai Nguyen, Tuyet Ngoc Huynh, Tai Tan Phan, Hoang Thanh Huynh, Kha Van Nguyen, Ngoc Huynh Pham:
Interpreting Results of VGG-16 for COVID-19 Diagnosis on CT Images. ICCCI (1) 2024: 133-145 - 2023
- [j17]Hiep Xuan Huynh, Be Ut Lai, Nghia Duong-Trung, Thanh-Hai Nguyen, Cang Thuong Phan:
Modeling population dynamics for information dissemination through Facebook. Concurr. Comput. Pract. Exp. 35(15) (2023) - [j16]Thanh-Hai Nguyen, Toan Bao Tran, Phuong Ha Dang Bui:
An effective way for Taiwanese stock price prediction: Boosting the performance with machine learning techniques. Concurr. Comput. Pract. Exp. 35(15) (2023) - [j15]Van Kha Nguyen, Thanh-Hai Nguyen, Quyet-Thang Le, Minh Nhat Quang Truong:
Abnormal network packets identification using header information collected from Honeywall architecture. J. Inf. Telecommun. 7(4): 437-461 (2023) - [j14]Hai Thanh Nguyen, Tuyet Ngoc Huynh, Nhi Thien Ngoc Mai, Khoa Dang Dang Le, Pham Thi-Ngoc-Diem:
PhoBERT: Application in Disease Classification based on Vietnamese Symptom Analysis. Appl. Comput. Syst. 28(1): 35-43 (2023) - [j13]Hai Thanh Nguyen, My N. Nguyen, Bang Anh Nguyen, Linh Chi Nguyen, Phung Duong Linh:
Recognition and 3D Visualization of Human Body Parts and Bone Areas Using CT Images. Appl. Comput. Syst. 28(1): 66-77 (2023) - [j12]Hai Thanh Nguyen, Linh Dan Vo, Thien Thanh Tran:
Approximate Nearest Neighbour-based Index Tree: A Case Study for Instrumental Music Search. Appl. Comput. Syst. 28(1): 156-162 (2023) - [j11]Hai Thanh Nguyen, Thien Thanh Tran, Phat Tan Nham, Nhi Uyen Bui Nguyen, Anh Duy Le:
AI Chatbot for Tourist Recommendations: A Case Study in Vietnam. Appl. Comput. Syst. 28(2): 232-244 (2023) - [j10]Hai Thanh Nguyen, My N. Nguyen, Phung Duong Linh, Linh Thuy Thi Pham:
Anomalies Detection in Chest X-Rays Images Using Faster R-CNN and YOLO. Vietnam. J. Comput. Sci. 10(4): 499-515 (2023) - [c61]Pham Thi-Ngoc-Diem, Lan Ngoc Ha, Thanh-Hai Nguyen:
Transfer Learning for Abnormal Behaviors Identification in Examination Room from Surveillance Videos: A Case Study in Vietnam. ACIIDS (1) 2023: 45-57 - [c60]Huong Hoang Luong, Hao Van Tran, Bang Do Huu Dang, Duy Khanh Nguyen, Phuc Tan Huynh, Dat Tuan Ly, Hai Thanh Nguyen:
Utilising Unet3+ for Tooth Segmentation on X-Ray Image. ACIIDS (Companion) 2023: 181-192 - [c59]Huong Hoang Luong, Phong Thanh Vo, Hau Cong Phan, Nam Linh Dai Tran, Hung Quoc Le, Hai Thanh Nguyen:
Fine-Tuning VGG16 for Alzheimer's Disease Diagnosis. CISIS 2023: 68-79 - [c58]Huong Hoang Luong, Lan Thu Thi Le, Hai Thanh Nguyen:
An Approach for Web Content Classification with FastText. CSoNet 2023: 138-146 - [c57]Hai Thanh Nguyen, Toan Khanh Do, Khoa Viet Le, Tong Thanh Nguyen, Huong Hoang Luong:
Removal of Various Noise Types and Voice-Based Gender Classification for Dubbed Videos. FDSE 2023: 92-103 - [c56]Hai Thanh Nguyen, An Hoang Cao, Phuong Ha Dang Bui:
Electrocardiogram-Based Heart Disease Classification with Machine Learning Techniques. ICCCI (CCIS Volume) 2023: 689-701 - [c55]Anh Bao Nguyen Le, Chi Bao Nguyen, Quoc Cuong Dang, Be Hai Danh, Huynh Nhu Le, Huong Hoang Luong, Hai Thanh Nguyen:
An Approach for Object Recognition in Videos for Vocabulary Extraction. ICTCC 2023: 36-51 - [c54]Thanh-Hai Nguyen, Khanh K. Nguyen, Pham Thi-Ngoc-Diem, Tran Thanh Dien:
Clothing Detection and Classification with Fine-Tuned YOLO-Based Models. IEA/AIE (1) 2023: 127-132 - [c53]An Cong Tran, Thuy Mong Nguyen-Thi, Nguyen Huu Van Long, Hai Thanh Nguyen:
A Transfer Learning-Based Approach for Rice Plant Disease Detection. IEA/AIE (1) 2023: 145-150 - [c52]An Cong Tran, Duc-Thien Tran, Nguyen Thai-Nghe, Tran Thanh Dien, Hai Thanh Nguyen:
Course Recommendation Based on Graph Convolutional Neural Network. IEA/AIE (1) 2023: 235-240 - 2022
- [j9]Hai Thanh Nguyen, Tinh Cong Dao, Thao Minh Nguyen Phan, Tai Tan Phan:
Fake face detection in video using shallow deep learning architectures. Int. J. Intell. Syst. Technol. Appl. 20(6): 469-486 (2022) - [j8]Thanh-Hai Nguyen, Huong Hoang Luong, Phat Tan Phan, Hung Nguyen Duc Huy, Duong Ly, Duc Minh Phan, Tin Trung Do:
HS-UNET-ID: An approach for human skin classification integrating between UNET and improved dense convolutional network. Int. J. Imaging Syst. Technol. 32(6): 1832-1845 (2022) - [j7]Tran Thanh Dien, Nguyen Thanh Hai, Nguyen Thai-Nghe:
An approach for learning resource recommendation using deep matrix factorization. J. Inf. Telecommun. 6(4): 381-398 (2022) - [j6]An Cong Tran, Anh Nhut Nguyen Chau, Nghi Cong Tran, Thanh-Hai Nguyen:
An Approach for Counting Breeding Eels Using Mathematical Morphology Operations and Boundary Detection. Appl. Comput. Syst. 27(2): 110-118 (2022) - [c51]Linh Thuy Thi Pham, Tan Phuc Nhan Bui, Ngoc Cam Thi Tran, Hai Thanh Nguyen, Khoi Nguyen Huynh Tuan, Hoang Huong Luong:
Remote Medical Assistance Vehicle in Covid-19 Quarantine Areas: A Case Study in Vietnam. CISIS 2022: 59-70 - [c50]Hai Thanh Nguyen, Linh Ngoc Le, Trang Minh Vo, Diem Ngoc Thi Pham, Pham Thi-Ngoc-Diem:
Breast Ultrasound Image Classification Using EfficientNetV2 and Shallow Neural Network Architectures. CISIS 2022: 130-142 - [c49]Huong Hoang Luong, Lan Thu Thi Le, Hai Thanh Nguyen, Vinh Quoc Hua, Khang Vu Nguyen, Thinh Nguyen Phuc Bach, Tu Ngoc Anh Nguyen, Hien Tran Quang Nguyen:
Transfer Learning with Fine-Tuning on MobileNet and GRAD-CAM for Bones Abnormalities Diagnosis. CISIS 2022: 171-179 - [c48]An Cong Tran, Vu Vo Thanh, Nghi Cong Tran, Hai Thanh Nguyen:
An Implementation and Evaluation of Layer 2 for Ethereum with zk-Rollup. CSoNet 2022: 107-115 - [c47]Nguyen Thai-Nghe, Hai Thanh Nguyen, Tran Thanh Dien:
Recommendations in E-Commerce Systems Based on Deep Matrix Factorization. FDSE (CCIS Volume) 2022: 419-431 - [c46]Ha Thanh Thi Hoang, Chau Ngoc Ha, Dat Tien Nguyen, Truong Nhat Nguyen, Tuyet Ngoc Huynh, Tai Tan Phan, Hai Thanh Nguyen:
Poses Classification in a Taekwondo Lesson Using Skeleton Data Extracted from Videos with Shallow and Deep Learning Architectures. FDSE (CCIS Volume) 2022: 447-461 - [c45]An Cong Tran, Trong Huu Ngo, Hai Thanh Nguyen:
Social Distancing Violation Detection in Video Using ChessBoard and Bird's-eye Perspective. FDSE (CCIS Volume) 2022: 462-476 - [c44]Hai Thanh Nguyen, Anh Duy Le, Nguyen Thai-Nghe, Tran Thanh Dien:
An Approach for Similarity Vietnamese Documents Detection from English Documents. FDSE (CCIS Volume) 2022: 574-587 - [c43]Hai Thanh Nguyen, Huong Hoang Luong, Tan Ha Ngoc Kien, Nghia Trong Le Phan, Thuan Minh Dang, Tin Tri Duong, Tong Duc Nguyen, Toai Cong Dinh:
Brain Tumors Detection on MRI Images with K-means Clustering and Residual Networks. ICCCI (CCIS Volume) 2022: 317-329 - [c42]Chi Le Hoang Tran, Trang Huyen Phan, Pham Thi-Ngoc-Diem, Hai Thanh Nguyen:
Gross Domestic Product Prediction in Various Countries with Classic Machine Learning Techniques. ICTCC 2022: 136-147 - [c41]Hai Thanh Nguyen, Quyen Thuc Quach, Chi Le Hoang Tran, Huong Hoang Luong:
Deep Learning Architectures Extended from Transfer Learning for Classification of Rice Leaf Diseases. IEA/AIE 2022: 785-796 - [c40]Linh Thuy Thi Pham, Khoa Thanh Nguyen, Duyen Thuy Dao, Hai Thanh Nguyen, Huong Hoang Luong, Nhan Trong Pham Van:
Intelligent Helmet Supporting Visually Impaired People Using Obstacle Detection and Communication Techniques. IMIS 2022: 120-131 - [c39]Hai Thanh Nguyen, Tan Nguyen Lam Thanh, Tai Le Ngoc, Anh Duy Le, Dien Thanh Tran:
Evaluation on Noise Reduction in Subtitle Generator for Videos. IMIS 2022: 140-150 - [c38]Hai Thanh Nguyen, My N. Nguyen, Thich Q. Duong, Phuong Ha Dang Bui:
Denoising with Median and Bilateral on CT images for Liver segmentation. RIVF 2022: 59-64 - [c37]An Cong Tran, Loc Phuoc Son, Duy Tuong Lam, Nghi Cong Tran, Hai Thanh Nguyen:
Human Voice Recognition for Subtitle Generators on Khmer and Vietnamese Newsletter Videos. RIVF 2022: 124-129 - 2021
- [j5]Hiep Xuan Huynh, Nga My Lam Phan, Huong Hoang Luong, Linh My Thi Ong, Hai Thanh Nguyen, Bernard Pottier:
Brown Planthopper Sensor Network Optimization Based on Climate and Geographical Factors using Cellular Automata Technique. Mob. Networks Appl. 26(3): 1311-1328 (2021) - [j4]Hai Thanh Nguyen, Toan Bao Tran, Huong Hoang Luong, Khoi Nguyen Huynh Tuan:
Decoders configurations based on Unet family and feature pyramid network for COVID-19 segmentation on CT images. PeerJ Comput. Sci. 7: e719 (2021) - [c36]Thanh-Hai Nguyen, The Anh Nguyen, Hong Khanh Vo, Hoang Huong Luong, Khoi Nguyen Huynh Tuan, Anh Tuan Dao, Ha Xuan Son:
Toward a Unique IoT Network via Single Sign-On Protocol and Message Queue. CISIM 2021: 270-284 - [c35]Tran Thanh Dien, Le Duy-Anh, Nguyen Hong-Phat, Nguyen Van-Tuan, Trinh Thanh-Chanh, Le Minh-Bang, Hai Thanh Nguyen, Nguyen Thai-Nghe:
Four Grade Levels-Based Models with Random Forest for Student Performance Prediction at a Multidisciplinary University. CISIS 2021: 1-12 - [c34]Huong Hoang Luong, Nghia Trong Le Phan, Tin Tri Duong, Thuan Minh Dang, Tong Duc Nguyen, Hai Thanh Nguyen:
Dimensionality Reduction on Metagenomic Data with Recursive Feature Elimination. CISIS 2021: 68-79 - [c33]Tinh Cong Dao, Hai Thanh Nguyen:
Human Mobility Prediction Using k-Latest Check-ins. FDSE (CCIS Volume) 2021: 36-49 - [c32]Huong Thu Thi Luong, Huong Hoang Luong, Hai Thanh Nguyen, Nguyen Thai-Nghe:
Hospital Revenue Forecast Using Multivariate and Univariate Long Short-Term Memories. FDSE (CCIS Volume) 2021: 50-65 - [c31]Nguyen Dinh-Thanh, Hai Thanh Nguyen, Pham Thi-Ngoc-Diem:
Forecasting and Analyzing the Risk of Dropping Out of High School Students in Ca Mau Province. FDSE (CCIS Volume) 2021: 224-237 - [c30]Tran Thanh Dien, Pham Huu Phuoc, Nguyen Thanh Hai, Nguyen Thai-Nghe:
Personalized Student Performance Prediction Using Multivariate Long Short-Term Memory. FDSE (CCIS Volume) 2021: 238-247 - [c29]Huong Hoang Luong, Khoi Nguyen Huynh Tuan, Anh Tuan Dao, Hai Thanh Nguyen:
An Approach for Project Management System Based on Blockchain. FDSE (CCIS Volume) 2021: 310-326 - [c28]Nhi Yen Kim Phan, Toan Bao Tran, Huu-Hoa Nguyen, Hai Thanh Nguyen:
Entropy-Based Discretization Approach on Metagenomic Data for Disease Prediction. FDSE (CCIS Volume) 2021: 375-386 - [c27]Phuc Quang Tran, Hai Thanh Nguyen, Le Thi My Hanh, Hiep Xuan Huynh:
Ensemble Learning for Mining Opinions on Food Reviews. ICCASA 2021: 56-70 - [c26]Hiep Xuan Huynh, Cang Anh Phan, Loan Thanh Thi Truong, Hai Thanh Nguyen:
Region of Interest Selection on Plant Disease. ICCASA 2021: 119-132 - [c25]Hiep Xuan Huynh, Cang Anh Phan, Loan Thanh Thi Truong, Hai Thanh Nguyen:
Image Segmentation and Transfer Learning Approach for Skin Classification. ICCASA 2021: 179-191 - [c24]Hiep Xuan Huynh, Cang Anh Phan, Tu Cam Thi Tran, Hai Thanh Nguyen:
Recommendation with Subjective Tendency Based on Statistical Implicative Analysis. ICCASA 2021: 283-299 - [c23]Tran Thanh Dien, Hai Thanh Nguyen, Nguyen Thai-Nghe:
Deep Matrix Factorization for Learning Resources Recommendation. ICCCI 2021: 167-179 - [c22]Khoa Dang Dang Le, Huong Hoang Luong, Hai Thanh Nguyen:
Patient Classification Based on Symptoms Using Machine Learning Algorithms Supporting Hospital Admission. ICTCC 2021: 40-50 - 2020
- [j3]Hai Thanh Nguyen, Hoang Thanh Huynh, Toan Bao Tran, Hiep Xuan Huynh:
Explanation of the Convolutional Neural Network Classifying Chest X-Ray Images Supporting Pneumonia Diagnosis. EAI Endorsed Trans. Context aware Syst. Appl. 7(21): e3 (2020) - [j2]Thanh Hai Nguyen, Nguyen Thai-Nghe:
Diagnosis Approaches for Colorectal Cancer Using Manifold Learning and Deep Learning. SN Comput. Sci. 1(5): 281 (2020) - [c21]Hiep Xuan Huynh, Man Ba Huynh, Hoa Thi Tran, Hai Thanh Nguyen:
A Data Conversion Approach Between GAMA and DIGIPLANT Simulating Rice Plant Growth Under Brown Planthopper Infestation. CSoNet 2020: 87-99 - [c20]Tran Thanh Dien, Luu Hoai-Sang, Nguyen Thanh Hai, Nguyen Thai-Nghe:
Course Recommendation with Deep Learning Approach. FDSE (CCIS Volume) 2020: 63-77 - [c19]Thanh-Hai Nguyen, Cong-Tinh Dao, Nguyen-Minh-Thao Phan, Thi-Ngoc-Cham Nguyen, Tan-Tai Phan, Huynh-Ngoc Pham:
Automatic Attendance System Based on Face Recognition Using HOG Features and Cosine Distance. FDSE (CCIS Volume) 2020: 130-148 - [c18]Hai Thanh Nguyen, Bang Anh Nguyen, My N. Nguyen, Quoc Dinh Truong, Linh Chi Nguyen, Thao Thuy Ngoc Banh, Phung Duong Linh:
Growing Self-Organizing Maps for Metagenomic Visualizations Supporting Disease Classification. FDSE 2020: 151-166 - [c17]Nguyen Thai-Nghe, Nguyen Thanh Hai:
Forecasting Sensor Data Using Multivariate Time Series Deep Learning. FDSE (CCIS Volume) 2020: 215-229 - [c16]Hiep Xuan Huynh, Loan Thanh Thi Truong, Cang Anh Phan, Hai Thanh Nguyen:
An Approach for Skin Lesions Classification with a Shallow Convolutional Neural Network. FDSE (CCIS Volume) 2020: 265-280 - [c15]Nhi Yen Kim Phan, Hai Thanh Nguyen:
Inflammatory Bowel Disease Classification Improvement with Metagenomic Data Binning Using Mean-Shift Clustering. FDSE (CCIS Volume) 2020: 294-308 - [c14]Nguyen Thanh Hai, Toan Bao Tran, An Cong Tran, Nguyen Thai-Nghe:
Feature Selection Using Local Interpretable Model-Agnostic Explanations on Metagenomic Data. FDSE (CCIS Volume) 2020: 340-357 - [c13]Hiep Xuan Huynh, Toan Bao Tran, Quyen Ngoc Pham, Hai Thanh Nguyen:
Genome-Wide Association Analysis for Oat Genetics Using Support Vector Machines. FDSE (CCIS Volume) 2020: 452-460 - [c12]Hiep Xuan Huynh, Hang Bich Thi Nguyen, Cang Anh Phan, Hai Thanh Nguyen:
Abnormality Bone Detection in X-Ray Images Using Convolutional Neural Network. ICCASA/ICTCC 2020: 31-43 - [c11]Hiep Xuan Huynh, Son Hai Dang, Cang Anh Phan, Hai Thanh Nguyen:
A Convolutional Neural Network on X-Ray Images for Pneumonia Diagnosis. ICCASA/ICTCC 2020: 203-215 - [c10]Hai Thanh Nguyen, Toan Bao Tran, Huong Hoang Luong, Trung Phuoc Le, Nghi C. Tran, Quoc Dinh Truong:
K-Means Clustering for Features Arrangement in Metagenomic Data Visualization. ICCCI (CCIS Volume) 2020: 74-86
2010 – 2019
- 2019
- [c9]Thanh Hai Nguyen, Nguyen Thai-Nghe:
Disease Prediction Using Metagenomic Data Visualizations Based on Manifold Learning and Convolutional Neural Network. FDSE 2019: 117-131 - [c8]Thanh Hai Nguyen:
Metagenome-Based Disease Classification with Deep Learning and Visualizations Based on Self-organizing Maps. FDSE 2019: 307-319 - [c7]Van Kha Nguyen, Minh Nhat Quang Truong, Van Lam Le, Quyet-Thang Le, Thanh Hai Nguyen:
A Novel Approach for Data Collection and Network Attack Warning. KSE 2019: 1-6 - [c6]Thanh Hai Nguyen, Jean-Daniel Zucker:
Enhancing Metagenome-based Disease Prediction by Unsupervised Binning Approaches. KSE 2019: 1-5 - [c5]My N. Nguyen, John Kar-Kin Zao, Thanh Hai Nguyen:
Human Gait Patterns Classification based on MEMS Data using Unsupervised and Supervised Learning Algorithms. KSE 2019: 1-5 - [c4]Thanh Hai Nguyen, Edi Prifti, Nataliya Sokolovska, Jean-Daniel Zucker:
Disease Prediction Using Synthetic Image Representations of Metagenomic Data and Convolutional Neural Networks. RIVF 2019: 1-6 - 2018
- [i2]Thanh Hai Nguyen, Edi Prifti, Yann Chevaleyre, Nataliya Sokolovska, Jean-Daniel Zucker:
Disease Classification in Metagenomics with 2D Embeddings and Deep Learning. CoRR abs/1806.09046 (2018) - 2017
- [i1]Thanh Hai Nguyen, Yann Chevaleyre, Edi Prifti, Nataliya Sokolovska, Jean-Daniel Zucker:
Deep Learning for Metagenomic Data: using 2D Embeddings and Convolutional Neural Networks. CoRR abs/1712.00244 (2017) - 2016
- [j1]Huong Hoang Luong, Thanh-Hai Nguyen, Huu-Hung Huynh, Hiep Xuan Huynh:
Design and optimization of the Automatic Brown PlantHopper (BPH) light trap surveillance network. EAI Endorsed Trans. Context aware Syst. Appl. 3(9): e4 (2016) - [c3]Nguyen Thanh Hai, Huu-Hoa Nguyen, Nguyen Thai-Nghe:
A Mobility Prediction Model for Location-Based Social Networks. ACIIDS (1) 2016: 106-115 - [c2]Nataliya Sokolovska, Nguyen Thanh Hai, Karine Clément, Jean-Daniel Zucker:
Deep Self-Organising Maps for efficient heterogeneous biomedical signatures extraction. IJCNN 2016: 5079-5086 - 2015
- [c1]Nguyen Thanh Hai:
A novel approach for location promotion on location-based social networks. RIVF 2015: 53-58
Coauthor Index
Huong Hoang Luong
aka: Hoang Huong Luong
aka: Hoang Huong Luong
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