Bài báo - Tạp chí

Anomalies Detection in Chest X-Rays Images Using Faster R-CNN and YOLO

10 (2023) Trang: 499-515

Tác giả: Nguyễn Thanh Hải, Nguyễn Ngọc Mỹ, Phung Duong Linh, Pham Thi Thuy Linh

Tạp chí: Vietnam Journal of Computer Science

Tóm tắt

Denoising with Median and Bilateral on CT images for Liver segmentation

(2022) Trang: 59-64

Tác giả: Nguyễn Thanh Hải, Nguyễn Ngọc Mỹ, Duong Quoc Thich, Bùi Đăng Hà Phương

Tạp chí: 2022 RIVF International Conference on Computing and Communication Technologies (RIVF)

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Approximate Nearest Neighbour-based Index Tree: A Case Study for Instrumental Music Search

28 (2023) Trang: 156–162

Tác giả: Nguyễn Thanh Hải, Trần Thanh Thiên, vo dan linh

Tạp chí: Applied Computer Systems

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PhoBERT: Application in Disease Classification based on Vietnamese Symptom Analysis

28 (2023) Trang: 35–43

Tác giả: Nguyễn Thanh Hải, Phạm Thị Ngọc Diễm, Huỳnh Ngọc Tuyết, Mai Ngoc Thien Nhi, Le Dang Dang Khoa

Tạp chí: Applied Computer Systems

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Recognition and 3D Visualization of Human Body Parts and Bone Areas Using CT Images

28 (2023) Trang: 66 - 77

Tác giả: Nguyễn Thanh Hải, Nguyễn Ngọc Mỹ, phung duong linh, Nguyen Anh Bang, Nguyen Chi Linh

Tạp chí: Applied Computer Systems

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An Improved MobileNet for Disease Detection on Tomato Leaves

8 (2023) Trang: 192–209

Tác giả: Nguyễn Thanh Hải, Lương Hoàng Hướng, huynh bao long, Bao Quoc Hoang Le, Nhan Hieu Doan, Duc Thien Dao Le

Tạp chí: Advances in Technology Innovation

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Topic Classification Based on Scientific Article Structure: A Case Study at Can Tho University Journal of Science

1 (2023) Trang: 208–215

Tác giả: Nguyễn Thanh Hải, Lê Duy Anh, Huỳnh Ngọc Tuyết, Trần Thanh Điện

Tạp chí: Communications in Computer and Information Science

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Deep bidirectional LSTM for disease classification supporting hospital admission based on pre-diagnosis: a case study in Vietnam

15 (2023) Trang: 2677–2685

Tác giả: Nguyễn Thanh Hải, Pham Huynh Ngoc, Tran Hoang Le Chi, Le Dang Dang Khoa

Tạp chí: International Journal of Information Technology

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Electrocardiogram-Based Heart Disease Classification with Machine Learning Techniques

Ngoc Thanh Nguyen et al. (2023) Trang: 689–701

Tác giả: Nguyễn Thanh Hải, Bùi Đăng Hà Phương, Cao Hoàng Ân

Tạp chí: Communications in Computer and Information Science

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Context-Based and Collaboration-Based Product Recommendation Approaches for a Clothes Online Sale System

Thi Dieu Linh Nguyen et al (2023) Trang: 41–52

Tác giả: Nguyễn Thanh Hải, Trần Thanh Điện, Ngo Hung Vy

Tạp chí: Studies in Computational Intelligence

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Fake face detection in video using shallow deep learning architectures

20 (2023) Trang: 469–486

Tác giả: Nguyễn Thanh Hải, Dao Cong Tinh, Phan Nguyen Minh Thao, Phan Tấn Tài

Tạp chí: International Journal of Intelligent Systems Technologies and Applications

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HS-UNET-ID: An approach for human skin classification integrating between UNET and improved dense convolutional network

32 (2022) Trang: 1832-1845

Tác giả: Nguyễn Thanh Hải, Lương Hoàng Hướng, Phat Tan Phan, Hung Huy Duc Nguyen, Duong Ly, Duc Minh Phan, Tin Trung Do

Tạp chí: International Journal of Imaging Systems and Technology

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Enhancing Inflammatory Bowel Disease Diagnosis Performance Using Chi-Squared Algorithm on Metagenomic Data

Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen (2022) Trang: 669–678

Tác giả: Nguyễn Thanh Hải, Lương Hoàng Hướng, Trong Thanh Tran, Ngoc Van Nguyen, Khoi Dinh Nguyen

Tạp chí: Lecture Notes in Networks and Systems

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Mobility Prediction on a Location-Based Social Network Using K Latest Movements of Friends

Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen (2022) Trang: 279–286

Tác giả: Nguyễn Thanh Hải, Chi Le Hoang Tran, Huong Hoang Luong

Tạp chí: Lecture Notes in Networks and Systems

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

Hamido Fujita, Philippe Fournier-Viger, Moonis Ali, Yinglin Wang (2022) Trang: 785–796

Tác giả: Nguyễn Thanh Hải, Quyen Thuc Quach, Chi Le Hoang Tran, Huong Hoang Luong

Tạp chí: Lecture Notes in Computer Science

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

Costin Bădică, Jan Treur, Djamal Benslimane, Bogumiła Hnatkowska, Marek Krótkiewicz (2022) Trang: 317–329

Tác giả: Nguyễn Thanh Hải, Lương Hoàng Hướng, Tan Ha Ngoc Kien, Nghia Trong Le Phan, Thuan Minh Dang, Tin Tri Duong, Tong Duc Nguyen, Toai Cong Dinh

Tạp chí: Communications in Computer and Information Science

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Effects Evaluation of Data Augmentation Techniques on Common Seafood Types Classification Tasks

Nguyen Hoang Phuong, Vladik Kreinovich (2022) Trang: 213–223

Tác giả: Nguyễn Thanh Hải, Ngan Kim Thi Nguyen, Chi Le Hoang Tran, Lương Hoàng Hướng

Tạp chí: Studies in Computational Intelligence

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Breast Ultrasound Image Classification Using EfficientNetV2 and Shallow Neural Network Architectures

Leonard Barolli (2022) Trang: 130–142

Tác giả: Nguyễn Thanh Hải, Linh Ngoc Le, Vo Minh Trang, Phạm Thị Ngọc Diễm, Trần Thanh Điền

Tạp chí: Lecture Notes in Networks and Systems book series

Tóm tắt

Evaluation on Noise Reduction in Subtitle Generator for Videos

Leonard Barolli (2022) Trang: 140–150

Tác giả: Nguyễn Thanh Hải, Tan Nguyen Lam Thanh, Tai Le Ngoc, Lê Duy Anh, Trần Thanh Điện

Tạp chí: Lecture Notes in Networks and Systems book series

Tóm tắt

Letter Recognition in Hand Sign Language with VGG-16

Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen (2022) Trang: 410–417

Tác giả: Nguyễn Thanh Hải, Linh Thuy Thi Pham, , Truc Thuy Nguyen Mai, Võ Ngọc Kiều Trinh

Tạp chí: Lecture Notes in Networks and Systems book series

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Clothing Recognition Using Transfer Learning and Segmentation Techniques

Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen (2022) Trang: 437–444

Tác giả: Nguyễn Thanh Hải, Thu Anh Thi Nguyen, Khanh Kim Nguyen, Chi Le Hoang Tran, Thai Minh Phan Le, Phạm Thị Ngọc Diễm, Trần Thanh Điền

Tạp chí: Lecture Notes in Networks and Systems book series

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Similar Vietnamese Document Detection in Online Assignment Submission System

Nguyen Hoang Phuong, Vladik Kreinovich (2022) Trang: 251–264

Tác giả: Nguyễn Thanh Hải, Trinh Kieu Nguyen, Minh Tri Pham, Chi Le Hoang Tran, Trần Thanh Điện, Nguyễn Thái Nghe

Tạp chí: Studies in Computational Intelligence

Tóm tắt

An Approach for Similarity Vietnamese Documents Detection from English Documents

Tran Khanh Dang, Josef Küng, Tai M. Chung (2022) Trang: 574–587

Tác giả: Nguyễn Thanh Hải, Lê Duy Anh, Nguyễn Thái Nghe, Trần Thanh Điện

Tạp chí: Communications in Computer and Information Science

Tóm tắt

Gene Family Abundance Visualization based on Feature Selection Combined Deep Learning to Improve Disease Diagnosis

53 (2021) Trang:

Tác giả: Nguyễn Thanh Hải, Phan Tấn Tài, Dao Cong Tinh, Phan Nguyen Minh Thao, Tạ Đặng Vĩnh Phúc, Nguyễn Thị Ngọc Châm, Pham Huynh Ngoc, Huỳnh Xuân Hiệp

Tạp chí: Journal of Engineering and Technological Sciences

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Pleural Effusion Diagnosis using Local Interpretable Model-agnostic Explanations and Convolutional Neural Network

10 (2021) Trang: 101-108

Tác giả: Nguyễn Thanh Hải, Nguyễn Thị Ngọc Châm, Phan Nguyen Minh Thao, Dao Cong Tinh

Tạp chí: IEIE Transactions on Smart Processing & Computing

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Feature Selection Based on Shapley Additive Explanations on Metagenomic Data for Colorectal Cancer Diagnosis

981 (2021) Trang: 69-80

Tác giả: Nguyễn Thanh Hải, Tran Bao Toan, Phan Kim Yen Nhi, Trần Thanh Điện, Nguyễn Thái Nghe

Tạp chí: Studies in Computational Intelligence

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An effective way for Taiwanese stock price prediction: Boosting the performance with machine learning techniques

e6437 (2021) Trang:

Tác giả: Nguyễn Thanh Hải, Bùi Đăng Hà Phương, Tran Bao Toan

Tạp chí: Concurrency Computation Practice and Experience

Tóm tắt

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

7 (2021) Trang:

Tác giả: Nguyễn Thanh Hải, HUYNH NGUYEN TAN KHOI, Luong Huong Hoang, Tran Bao Toan

Tạp chí: PeerJ Computer Science

Tóm tắt

Effective Disease Prediction on Gene Family Abundance Using Feature Selection and Binning Approach

712 (2020) Trang: 19-28

Tác giả: Nguyễn Thanh Hải, Phan Tấn Tài, Tạ Đặng Vĩnh Phúc, Pham Huynh Ngoc, Phan Nguyen Minh Thao, Dao Cong Tinh, Nguyễn Thị Ngọc Châm

Tạp chí: IT Convergence and Security, Lecture Notes in Electrical Engineering

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K-Means Clustering for Features Arrangement in Metagenomic Data Visualization

Marcin Hernes, Krystian Wojtkiewicz, Edward Szczerbicki (2020) Trang: 74-86

Tác giả: Nguyễn Thanh Hải, Trương Quốc Định, Luong Hoang Huong, Lê Phước Trung, Tran Bao Toan, Trần Công Nghị

Tạp chí: Communications in Computer and Information Science book series

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Giải pháp điểm danh Sinh viên bằng Nhận dạng gương mặt với đặc trưng Haar-like Kết hợp thuật toán Rừng Ngẫu Nhiên

(2020) Trang: 179-186

Tác giả: Nguyễn Thanh Hải, Trần Thanh Điện, Nguyễn Thái Nghe, Trinh Thi Tuyet Lan, Phan Kim Yen Nhi, Tran Bao Toan

Tạp chí: Conference on Information Technology and its Applications, Đà Nẵng, 27/11/2020

Tóm tắt

Growing Self-Organizing Maps for Metagenomic Visualizations Supporting Disease Classification

Tran Khanh DangJosef KüngMakoto TakizawaTai M. Chung (2020) Trang: 151-166

Tác giả: Nguyễn Thanh Hải, Trương Quốc Định, Nguyễn Ngọc Mỹ, Phung Duong Linh, Banh Ngoc Thuy Thao, Nguyen Anh Bang, Nguyễn Chí Linh

Tạp chí: Lecture Notes in Computer Science

Tóm tắt

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

Tran Khanh Dang, Josef Küng, Makoto Takizawa, Tai M. Chung (2020) Trang: 130-148

Tác giả: Nguyễn Thanh Hải, Phan Tấn Tài, Pham Huynh Ngoc, Phan Nguyen Minh Thao, Dao Cong Tinh, Nguyễn Thị Ngọc Châm

Tạp chí: Communications in Computer and Information Science

Tóm tắt

Viral and Bacterial Pneumonia Diagnosis via Deep Learning Techniques and Model Explainability

11 (2020) Trang: 667-675

Tác giả: Nguyễn Thanh Hải, Luong Hoang Huong, Lê Phước Trung, Tran Bao Toan, Trần Công Nghị

Tạp chí: International Journal of Advanced Computer Science and Applications,

Tóm tắt

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

7 (2020) Trang:

Tác giả: Nguyễn Thanh Hải, Huỳnh Xuân Hiệp, Huynh Thanh Hoang, Tran Bao Toan

Tạp chí: EAI Endorsed Transactions on Context-aware Systems and Applications

Tóm tắt

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

Tran Khanh Dang, Josef Küng, Makoto Takizawa, Tai M. Chung (2020) Trang: 340-357

Tác giả: Nguyễn Thanh Hải, Nguyễn Thái Nghe, Trần Công Án, Tran Bao Toan

Tạp chí: Communications in Computer and Information Science

Tóm tắt

Diagnosis Approaches for Colorectal Cancer Using Manifold Learning and Deep Learning

1 (2020) Trang:

Tác giả: Nguyễn Thanh Hải, Nguyễn Thái Nghe

Tạp chí: Springer Nature Computer Science

Tóm tắt

Enhancing Disease Prediction on Imbalanced Metagenomic Dataset by Cost-Sensitive

11 (2020) Trang: 651-657

Tác giả: Nguyễn Thanh Hải, Bùi Minh Quân, Luong Hoang Huong, Lê Phước Trung, Tran Bao Toan, Trần Công Nghị

Tạp chí: International Journal of Advanced Computer Science and Applications

Tóm tắt

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

11814 (2019) Trang: 307-319

Tác giả: Nguyễn Thanh Hải

Tạp chí: Lecture Notes in Computer Science book series (LNCS)

Tóm tắt

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

11814 (2019) Trang: 117-131

Tác giả: Nguyễn Thanh Hải, Nguyễn Thái Nghe

Tạp chí: Lecture Notes in Computer Science (LNCS)

Tóm tắt

Binning Approach based on Classical Clustering for Type 2 Diabetes Diagnosis

11 (2020) Trang: 630 - 638

Tác giả: Nguyễn Thanh Hải, Huỳnh Xuân Hiệp, Cao Hong Nga, Luong Hoang Huong, Phan Kim Yen Nhi

Tạp chí: International Journal of Advanced Computer Science and Applications

Tóm tắt

Improving Disease Prediction using Shallow Convolutional Neural Networks on Metagenomic Data Visualizations based on Mean-Shift Clustering Algorithm

11 (2020) Trang: 52-60

Tác giả: Nguyễn Thanh Hải, Luong Hoang Huong, Lê Phước Trung, Tran Bao Toan, Trần Công Nghị

Tạp chí: International Journal of Advanced Computer Science and Applications,

Tóm tắt

Efficient Discretization Approaches for Machine Learning Techniques to Improve Disease Classification on Gut Microbiome Composition Data

5 (2020) Trang: 547-556

Tác giả: Nguyễn Thanh Hải, Luong Hoang Huong, Phan Kim Yen Nhi, Lê Phước Trung, Trần Công Nghị

Tạp chí: Advances in Science, Technology and Engineering Systems Journal

Tóm tắt

Enhancing Metagenome-based Disease Prediction by Unsupervised Binning Approaches

(2019) Trang: 381-385

Tác giả: Nguyễn Thanh Hải, Jean-Daniel Zucker

Tạp chí: The 11th International Conference on Knowledge and Systems Engineering (KSE 2019) --- October 24-26, 2019 | Da Nang, Vietnam

Tóm tắt

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

(2019) Trang: 231-236

Tác giả: Nguyễn Thanh Hải, Edi Prifti, Jean-Daniel Zucker, Nataliya Sokolovska

Tạp chí: RIVF (Research, Innovation and Vision for the Future), Đà Nẵng, 20-22/03/2019

Tóm tắt

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

(2017) Trang:

Tác giả: Nguyễn Thanh Hải, Edi Prifti, Yann Chevaleyre, Jean-Daniel Zucker, Nataliya Sokolovska

Tạp chí: NIPS 2017 Workshop on Machine Learning for Health, in Long Beach, CA, USA 08/12/2017

Tóm tắt

A Mobility Prediction Model for Location-Based Social Networks

(2016) Trang: 106-115

Tác giả: Nguyễn Thanh Hải, Nguyễn Thái Nghe, Nguyễn Hữu Hòa

Tạp chí: 8th Asian Conference on Intelligent Information and Database Systems

Tóm tắt

A NOVEL APPROACH FOR LOCATION PROMOTION ON LOCATION-BASED SOCIAL NETWORKS

11 (2015) Trang: 53-58

Tác giả: Nguyễn Thanh Hải

Tạp chí: RIVF-2015: The 11th IEEE-RIVF International Conference on Computing and Communication Technologies

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