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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 II. Communications in Computer and Information Science 2310, Springer 2024, ISBN 978-981-96-0436-4
Security and Privacy Engineering
- Daenielle D. Cruz, Ma. Enrica Clarisse M. Dio, Kaye C. Rapadas, Paula Beatrice O. Rebenque, Keinaz N. Domingo, Jerome E. Gutierrez:
Analysis of the Adoption and Implementation of DICT's Six-Stage Cybersecurity Incident Response Model in Philippine Government Agencies. 3-15 - Trung Ha, Tran Khanh Dang:
Navigating Differential Privacy Constraints in Machine Learning. 16-30 - Khoa A. Nguyen, Tien-Dung Vo-Van, Anh-Quynh Nguyen, Thanh Nguyen-Le, Dinh-Thuan Le, Khuong Nguyen-An:
Live Memory Forensics on Virtual Memory. 31-47 - Quoc-Dung Nguyen, Van-Nam Pham, Trang-Nhung Dang, Tam-Nhu Phan:
A Secure Multi-tenant Architecture for Customer Experience Survey Software. 48-61
Data Analytics and Healthcare Systems
- Triet Minh Nguyen, Thuan Van Tran, Quy Thanh Lu:
Automated Screening for Ocular Abnormalities: Leveraging Data Augmentation for Improved Diagnostic Accuracy. 65-78 - Phong Thanh Le, Thai Hoang Le:
Evaluation of YOLOv8 in Lung Lesion Segmentation on CT Images. 79-91 - Hao Vu Le, Hieu Trung Huynh:
White Blood Cell Segmentation Using Kolmogorov-Arnold Network Coupled with UNet. 92-102 - Anh-Cang Phan, Thi-My-Tien Le, Minh-Sang Nguyen:
Detection and Evaluation of Ki-67 Proliferation Index of Breast Cancer Cells Using Deep Learning Technique. 103-116
Big Data Query Processing and Optimization
- Duong Thu May, Alexander A. Moldovyan, Dmitriy N. Moldovyan, Minh Hieu Nguyen, Bac Thi Do:
Decomposition of Quaternion-Like Algebras into a Set of Commutative Subalgebras. 119-131 - H. K. Dai:
On the Two-Dimensional Parity-Check Method. 132-143 - Thanh Hoang Le Hai, Manh-Thin Nguyen, Quang Hung Nguyen, Nam Thoai:
JREP - A Job Runtime Ensemble Predictor for Improving Scheduling Performance on High Performance Computing Systems. 144-157 - Hoang Huu Bach, Duc Kien Nguyen, Nghiem Nguyen Viet Dung:
Quantum Approach for Constructing Phylogenetic Maximum Parsimony Tree. 158-170 - Thuong-Cang Phan, Thi-To-Quyen Tran, Anh-Cang Phan, Thanh-Ngoan Trieu:
Neural Networks Based Fuzzy Join Algorithm In Big Data Processing. 171-182
Advances in Machine Learning for Big Data Analytics
- Tuyet Vo Thi Hong, Nguyen Thanh Binh:
Hypertension Classification for Fundus Image Based on Improving Clahe Morphology in Wavelet Transform and ResUNet. 185-195 - Vu Nguyen, Tham Vo:
MSAD4GL: Low-Resource Text Embedding and Classification with Multi-scale Attention Diffusion for Graph Learning. 196-209 - Giang-Nam Luu, Trung T. Nguyen:
Dilated Sequential Models with Dual-Stage Attention for Stock Prediction. 210-222 - Huy Nguyen Quoc, Tuan Tran Anh, Do Nhu Tai, Phieu Tu Lang:
Multi-threaded Approach in Associative Classification. 223-236 - Nguyen Thai-Nghe, Phuc Pham Minh, Mai Thi Cam Nhung:
An Approach for Movie Recommendation Using Deep Matrix Factorization. 237-248 - Nguyen Phuoc Thien, Chau N. B. Dang, Truc T. T. Trinh, Nguyen Minh Nhut, Nguyen Dinh Thuan:
Machine Learning for Enhanced Exercise Performance and Planning. 249-263
Smart City and Industry 4.0 Applications
- Naoufal Sirri, Christophe Guyeux:
Factor Analysis of Weather Conditions Impact on Firefighter Interventions. 267-282 - Thanh Ma, Thao Ngo, Hai-Nhan Tran, Minh-Loc Ton, Ngoc-Linh Ha, Bich-Chung Phan, Thanh-Nghi Do:
VIMVA: Innovative Multimodal Recognition in Vietnamese Folk Dance Video Analysis. 283-298 - Huy Duc Nguyen Pham, Dang Tuan Nguyen:
Resource-Efficient Vietnamese Text Summarization: Enhancing Vistral 7B Performance Through Data Filtering, QDoRA's Low-Memory Footprint, and DeepSpeed's Training Optimization. 299-313 - Vo Hoang Khang, Nguyen Dinh Thuan:
Combining the 1D CNN Model and Transfer Learning Model in Analyzing Learner Emotions. 314-328
Short Papers: Security and Data Engineering
- Kim-Ngoc Thi Le, Duc-Tai Le, Hyunseung Choo:
Sequential Patch Analysis Framework for Lung Disease Classification. 331-338 - To Huu Nguyen, Tan-Ha Mai, Duc-Quang Vu:
A Lightweight Transformer-Based Model for Fight Recognition. 339-346 - Huu Nghia Huynh, Nguyen N. T. Le, Tra N. H. Duong, Giao M. Q. Nguyen:
Biomedical Data Mining and Transform Framework. 347-355 - Thien B. Nguyen-Tat, Thien Tam Le, Tri Nhut Do:
IoT-Based Electrical Energy Monitoring System. 356-363 - H. G. Khiem, T. B. Nam, D. L. Khanh, P. T. Phat, V. H. Quan, Huong Hoang Luong:
Applying Blockchain Technology in Learning Management Systems: A Novel Approach to Secure and Transparent Education Management. 364-370 - Le Thanh, Nguyen Quang Tan:
Efficient Privacy-Preserving Association Rule Mining with Map-Reduce. 371-379
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