| Paper | Authors | Title | Room | Session Chair |
|---|---|---|---|---|
| Advances in Machine Learning for Big Data Analytics | ||||
| FDSE1 | Tran Van Hoai, Bui Duc Vinh, Nguyen Duy Thinh | Parameters Identification Based on Deep Neural Networks for the Microplane Material Model of UHPC under Uni-axial Compression | R-B (418) | Dr. Tran Tri Dang |
| FDSE2 | Minh Tuan Luc, Roman Senkerik, Tran Khanh Dang | Predicting Bitcoin’s Price: A Critical Review of Forecasting Models and Method | R-B (418) | " |
| FDSE3 | Phuoc-Hai Huynh | Enhancing Explainable Herbal Recognition with Vision Transformer Features and SVM | R-B (418) | " |
| FDSE4 | Mai Thi Cam-Nhung, Nguyen Thuy Anh, and Nguyen Thai-Nghe | Session-based Product Recommendation using Graph Neuron Networks | R-B (418) | " |
| FDSE5 | Phuoc-Hai Huynh | Clinical Data-Driven Explainable AI for COVID-19 Treatment Outcome Analysis | R-B (418) | Prof. Josef Kueng |
| FDSE6 | Quyen Thao Do, Trung Quoc Nguyen, Truc T. T. Trinh, Nhut Nguyen Minh, and Nguyen Dinh Thuan | Medical Signal Analysis for Early ECG Classification using Machine Learning Models | R-B (418) | " |
| FDSE7 | Vu Nguyen and Tham Vo | MSA4GL: Low-Resource Text Embedding and Classification with Multi-Scale Attention Diffusion for Graph Learning | R-B (418) | " |
| FDSE8 | Giang-Nam Luu | Dilated Sequential Models with Dual-Stage Attention for Stock Prediction | R-B (418) | " |
| FDSE9 | Nguyen Quoc Huy, Tran Anh Tuan, Do Nhu Tai, and Tu Lang Phieu | Multi-threaded approach in associative classification | R-C (419) | Dr. Ngo Thanh Hung |
| FDSE10 | Nguyen Thai-Nghe, Pham Minh Phuc and Mai Thi Cam-Nhung | An Approach for Movie Recommendation using Deep Matrix Factorization | R-C (419) | " |
| FDSE11 | Nguyen Phuoc Thien, Chau N.B. Dang, Truc T.T. Trinh, Nguyen Minh Nhut, and Nguyen Dinh Thuan | Machine Learning for Enhanced Exercise Performance and Planning | R-C (419) | " |
| FDSE12 | Thuong-Cang Phan, Thi-To-Quyen Tran, Anh-Cang Phan, and Thanh-Ngoan Trieu | Neural Networks Based Fuzzy Join Algorithm in Big Data Processing | R-C (419) | " |
| Security and Privacy Engineering | ||||
| FDSE13 | Tuong-Duy Nguyen-Dang, Hai-Chan Nguyen, Phuong-Thuy Le-Nguyen, Hoa-Vien Vo-Hoang, and Minh-Triet Tran | Adversarial Perturbations for License Plate Information Privacy | R-C (419) | Prof. Kudar Taveter |
| FDSE14 | Quang-Dieu Nguyen and Thanh-Tung Tran | IU-VecCert: A Scalable Credentials Issuance Protocol Using Non-Interactive Vector Commitment Scheme | R-C (419) | " |
| FDSE15 | Trong-Nghia Nguyen, Ngoc-Sang Vo, Dinh-Thuan Le, and Khuong Nguyen-An | A Study on Deep Graph Neural Networks for Security Vulnerabilities Detection in Web Applications | R-C (419) | " |
| FDSE16 | 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 | R-C (419) | " |
| FDSE17 | 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 | R-D (420) | Prof. Kudar Taveter |
| FDSE18 | Trung Ha, Tran Khanh Dang | Navigating Differential Privacy Constraints in Machine Learning | R-D (420) | " |
| FDSE19 | Khoa A. Nguyen, Tien-Dung Vo-Van, Anh-Quynh Nguyen, Thanh Nguyen-Le, Dinh-Thuan Le, and Khuong Nguyen-An | Live Memory Forensics on Virtual Memory | R-D (420) | " |
| FDSE20 | Quoc - Dung Nguyen, Van - Nam Pham, Trang - Nhung Dang and Tam - Nhu Phan | A Secure Multi - Tenant Architecture for Customer Experience Survey Software | R-D (420) | " |
| Big Data Query Processing and Optimization | ||||
| FDSE21 | Huy D. T. Do, Hien D. Nguyen, Vuong T. Pham, and Tri-Hai Nguyen | Legal-Onto Model for Efficient Land Law Updates in Vietnam | R-D (420) | Dr. Tran Tri Dang |
| FDSE22 | Thanh Hoang Le Hai, Thin Nguyen Manh, Hung Nguyen Quang, and Nam Thoai | JREP - A Job Runtime Ensemble Predictor for Improving Scheduling Performance on High Performance Computing Systems | R-D (420) | " |
| FDSE23 | Hoang Huu Bach, Nguyen Duc Kien, and Nghiem Nguyen Viet Dung | Quantum Approach for Constructing Phylogenetic Maximum Parsimony Tree | R-D (420) | " |
| FDSE24 | Hao Vu Le and Hieu Trung Huynh | White Blood Cell Segmentation using Kolmogorov-Arnold Network coupled with UNet | R-D (420) | " |
| Data Analytics and Healthcare Systems | ||||
| FDSE25 | Tri-Thuc Vo, Thanh-Nghi Do | Enhancing Efficiency of Multi-Label X-Ray Image Classification with Self-Supervised Learning Based on Compact Swin Transformers | R-B (418) | Prof. Tai M. Chung |
| FDSE26 | Manh-Hung Tran, Van-Em Dang | An Automatic System Architecture Applying XAI for Dataset Feature Selection in Supervised Learning | R-B (418) | " |
| FDSE27 | Phong Thanh Le and Thai Hoang Le | Evaluation of YOLOv8 in Lung Lesion Segmentation on CT Images | R-B (418) | " |
| FDSE28 | Nguyen Thanh Binh, Vo Thi Hong Tuyet | Improving The Polyp Image Segmentation Based on Parallel Reverse Attention Network | R-B (418) | " |
| FDSE29 | Vo Thi Hong Tuyet, Nguyen Thanh Binh | Hypertension Classification for Fundus Image Based on Improving Clahe Morphology in Wavelet Transform and ResUNet | R-B (418) | Prof. Nguyen Thanh Binh |
| FDSE30 | Thuong-Cang Phan, Chi-Hung Ho, Anh-Cang Phan | Detection and Classification of Liver Lesions Using Vision Transformer and Active Learning | R-B (418) | " |
| FDSE31 | Thuong-Cang Phan, Ngoc-Hoang-Quyen Nguyen, Anh-Cang Phan | Detection and Classification of Osteoarthritis using Vision Transformer in Distributed Environment | R-B (418) | " |
| FDSE32 | 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 | R-B (418) | " |
| Smart City and Industry 4.0 Applications | ||||
| FDSE33 | Thao-Nguyen-Thi-Thanh, Xuan-Phuc Phan-Nguyen, and Nga Ly-Tu | Machine Learning UHF-RFID to Support Video Tracking and Recommendation for Attendance System | R-C (419) | Dr. Vinh Pham |
| FDSE34 | Anh-Cang Phan, Thi-My-Tien Le, and Minh-Sang Nguyen | Detection and Evaluation of Ki-67 proliferation index of Breast Cancer Cells using Deep Learning Technique | R-C (419) | " |
| FDSE35 | Thanh Ma, Thao Ngo, Hai-Nhan Tran, Minh-Loc Ton, Ngoc-Linh Ha, Bich-Chung Phan, and Thanh-Nghi Do | VIMVA: Innovative Multimodal Recognition in Vietnamese Folk Dance Video Analysis | R-C (419) | " |
| FDSE36 | Thanh Ma, Hieu-Nghia Do, Hieu Nguyen, Ho Doan, and Thanh-Nghi Do | Exploring Distillation Models for Cultural Heritage Preservation: Traditional Vietnamese Instruments | R-C (419) | " |
| FDSE37 | Vu Nguyen, Luan Huynh, Tham Vo | Optimizing Customer Feedback Analysis with BERT - based Sentiment Classification: A Case Study of Toyota Dong Sai Gon | R-C (419) | Prof. Keinaz N. Domingo |
| FDSE38 | Quynh Phuong VU LE, Bao Duy LE BUI, Minh Thu TRAN NGUYEN, Nguyen Khang PHAM | Estimating Traffic Density Using Convolutional Neural Networks Based on Crowd Counting | R-C (419) | " |
| FDSE39 | Bao Thai Duong and Thai Hoang Le | MedQAS: A Medical Question Answering System Based on Finetuning Large Language Models | R-C (419) | " |
| FDSE40 | Le Thanh, Nguyen Quang Tan | Efficient Privacy - Preserving Association Rule Mining with Map - Reduce | R-C (419) | " |
| FDSE41 | Naoufal Sirri and Christophe Guyeux | Factor Analysis of Weather Conditions Impact on Firefighter Interventions | R-D (420) | Video clip |
| FDSE42 | H. K. Dai | On the Two-Dimensional Parity-Check Method | R-D (420) | Prof. H.K. Dai |
| FDSE43 | Huy Duc Nguyen Pham and 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 | R-D (420) | " |
| FDSE44 | Vo Hoang Khang and Nguyen Dinh Thuan | Combining the 1D CNN model and transfer learning model in analyzing learner emotions | R-D (420) | " |
| Short Papers: Security and Data Engineering | ||||
| FDSE45 | Trang Phung, Dung Vu Viet, and Ha Mai-Tan | A Pronunciation Practice System Based on Pre-Trained Deep Learning Models | R-D (420) | Dr. Huynh Huu Nghia |
| FDSE46 | Kim-Ngoc T. Le, Duc-Tai Le, and Hyunseung Choo | Sequential Patch Analysis Framework for Lung Disease Classification | R-D (420) | " |
| FDSE47 | To Huu Nguyen, Tan-Ha Mai, and Duc-Quang Vu | A Lightweight Transformer-based Model for Fight Recognition | R-D (420) | " |
| FDSE48 | Quang-Vinh Dang | Intrusion detection in Internet of Medical Things | R-D (420) | " |
| FDSE49 | Huu Nghia Huynh, Nguyen N. T. Le, Tra N. H. Duong, and Giao M. Q. Nguyen | Biomedical Data Mining and Transformation Framework | R-B (418) | Dr. Tri Nhut Do |
| FDSE50 | Thien B. Nguyen-Tat, Thien Tam Le and Tri Nhut Do | IoT - based Electrical Energy Monitoring System | R-B (418) | " |
| FDSE51 | Huu Nghia Huynh, Phuc V. Tran, and Ngoc M. T. Bui | Entity Labeling and Data Analysis Framework | R-B (418) | " |
| FDSE52 | Le Truc Nhi, Do Huynh Anh Vu, Vu Duc Thai Phong, Le Quoc Thang, Tran Quoc Tuan, and Huong Hoang Luong | SVSD: A Comprehensive Framework for Vietnamese Sentiment Analysis | R-B (418) | Video clip |
| FDSE53 | Khiem H. G., Nam T. B., Khanh D. L., Phat P. T., Quan V. H, and Huong Hoang Luong | Applying Blockchain Technology in Learning Management Systems: A Novel Approach to Secure and Transparent Education Management | R-B (418) | Video clip |
| FDSE54 | Triet Minh Nguyen, Thuan Van Tran, and Quy Thanh Lu | Automated Screening for Ocular Abnormalities: Leveraging Data Augmentation for Improved Diagnostic Accuracy | R-B (418) | Video clip |
| FDSE55 | May Thu Duong, A. A. Moldovyan, D. N. Moldovyan, Minh Hieu Nguyen and Bac Thi Do | Decomposition of Quaternion-like Algebras into a Set of Commutative Subalgebras | R-B (418) | Video clip |
| FDSE56 | Quy Thanh Lu, Thuan Van Tran, and Triet Minh Nguyen | Curated Colon Disease Diagnosis using Principal Component Analysis and Deep Learning with Integrated Gradients | R-B (418) | Video clip |