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ORCID11th FDSE 2024: Binh Duong, Vietnam
- Tran Khanh Dang
, Josef Küng, Tai M. Chung:
Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications - 11th International Conference on Future Data and Security Engineering, FDSE 2024, Binh Duong, Vietnam, November 27-29, 2024, Proceedings, Part I. Communications in Computer and Information Science 2309, Springer 2024, ISBN 978-981-96-0433-3
Invited Keynote
- Linda Rosenkron, Mari Seeba, Mohamad Gharib, Kuldar Taveter:
Human-Centric Management of Information Security. 3-19
Advances in Machine Learning for Big Data Analytics
- Tran Van Hoai, Vinh Bui Duc, Nguyen Duy Thinh:
Parameters Identification Based on Deep Neural Networks for the Microplane Material Model of UHPC Under Uni-Axial Compression. 23-35 - Tuan Luc Minh, Roman Senkerik, Tran Khanh Dang:
Predicting Bitcoin's Price: A Critical Review of Forecasting Models and Methods. 36-50 - Phuoc-Hai Huynh:
Enhancing Explainable Herbal Recognition with Vision Transformer Features and SVM. 51-65 - Mai Thi Cam Nhung, Nguyen Thuy Anh, Nguyen Thai-Nghe:
Sequential Recommendation Using Graph Neuron Networks. 66-79 - Nguyen Thanh Binh, Tuyet Vo Thi Hong:
Improving the Polyp Image Segmentation Based on Parallel Reverse Attention Network. 80-89
Security and Privacy Engineering
- Tuong-Duy Nguyen-Dang, Hai-Chan Nguyen, Phuong-Thuy Le-Nguyen, Hoa-Vien Vo-Hoang, Minh-Triet Tran:
Adversarial Perturbations for License Plate Information Privacy. 93-107 - Quang-Dieu Nguyen, Thanh-Tung Tran:
IU-VecCert: A Scalable Credentials Issuance Protocol Using Non-interactive Vector Commitment Scheme. 108-122 - Trong-Nghia Nguyen, Ngoc-Sang Vo, Dinh-Thuan Le, Khuong Nguyen-An:
A Study on Deep Graph Neural Networks for Security Vulnerabilities Detection in Web Applications. 123-137 - Manh-Hung Tran, Tuan-Dung Tran, Son-Ha Van-Duc:
Secure as a Service VNF: A Proposed VNF Architecture for Proactive Malware Detection During File Downloads in Enterprises. 138-149
Data Analytics and Healthcare Systems
- Tri-Thuc Vo, Thanh-Nghi Do:
Enhancing Efficiency of Multi-Label X-Ray Image Classification with Self-Supervised Learning Based On Compact Swin Transformers. 153-167 - Quy Thanh Lu, Thuan Van Tran, Minh Triet Nguyen:
Curated Colon Disease Diagnosis Using Principal Component Analysis and Deep Learning with Integrated Gradients. 168-181 - Phuoc-Hai Huynh:
Clinical Data-Driven Explainable AI for COVID-19 Treatment Outcome Analysis. 182-195 - Quyen Thao Do, Trung Quoc Nguyen, Truc T. T. Trinh, Nhut Nguyen Minh, Nguyen Dinh Thuan:
Medical Signal Analysis For Early ECG Classification Using Machine Learning Models. 196-207 - Thuong-Cang Phan, Chi-Hung Ho, Anh-Cang Phan:
Detection and Classification of Liver Lesions Using Vision Transformer and Active Learning. 208-224 - Thuong-Cang Phan, Ngoc-Hoang-Quyen Nguyen, Anh-Cang Phan:
Detection and Classification of Osteoarthritis Using Vision Transformer in Distributed Environment. 225-238
Smart City and Industry 4.0 Applications
- Huy D. T. Do, Hien D. Nguyen, Vuong T. Pham, Tri-Hai Nguyen:
Legal-Onto Model for Efficient Land Law Updates in Vietnam. 241-253 - Thanh Ma, Hieu-Nghia Do, Hieu Nguyen, Ho Doan, Thanh-Nghi Do:
Exploring Distillation Models for Cultural Heritage Preservation: Traditional Vietnamese Instruments. 254-268 - Vu Nguyen, Luan N. T. Huynh, Tham Vo:
Optimizing Customer Feedback Analysis with BERT-Based Sentiment Classification: A Case Study of Toyota Dong Sai Gon. 269-281 - Le Quynh Phuong Vu, Bao Duy Le Bui, Minh Thu Tran Nguyen, Nguyen Khang Pham:
Estimating Traffic Density Using Convolutional Neural Networks Based on Crowd Counting. 282-296 - Bao Thai Duong, Thai Hoang Le:
MedQAS: A Medical Question Answering System Based on Finetuning Large Language Models. 297-307 - Thao Nguyen-Thi-Thanh, Xuan-Phuc Phan Nguyen, Nga Ly-Tu:
Machine Learning UHF-RFID to Support Video Tracking and Recommendation for Attendance System. 308-321
Short Papers: Security and Data Engineering
- Trang Phung, Viet Dung Vu, Tan-Ha Mai:
A Pronunciation Practice System Based on Pre-trained Deep Learning Models. 325-332 - Manh-Hung Tran, Van-Em Dang:
An Automatic System Architecture Applying XAI for Dataset Feature Selection in Supervised Learning. 333-340 - Huu Nghia Huynh, Phuc V. Tran, Ngoc M. T. Bui:
Entity Labeling and Data Analysis Framework. 341-348 - Le Truc Nhi, Do Huynh Anh Vu, Vu Duc Thai Phong, Le Quoc Thang, Tuan Tran Quoc, Huong Hoang Luong:
SVSD: A Comprehensive Framework for Vietnamese Sentiment Analysis. 349-357 - Duy Nguyen, Vu Linh Truong, Tri Nhut Do:
A YoloX-Based Approach for Detecting Human and Classifying Their Own Pet to Monitor and Improve Services at the Veterinary Clinic. 358-366 - Quang-Vinh Dang:
Intrusion Detection in Internet of Medical Things. 367-373
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