FDSE and ACOMPA 2025 - Day 1 (Nov 27)

08:00-9:00 AMReception (Conference Hall)
9:00-9:30 AMOpening ceremony (Conference Hall)
9:30-10:30 AM Invited keynote (Chair: Prof. Josef Küng) - Conference Hall

Speakers: Prof. Johann Eder and Prof. Volodymyr A. Shekhovtsov

Title: Health Care Data for Medical Research

10:30-11:00 AMBreak
11:00-12:00 AM Invited keynote (Chair: Prof. Oscar Pastor) - Conference Hall

Speakers: Prof. Tai M. Chung

Title: Digital Therapeutics for Mental Care

12:00-1:30 PMLunch
Time FDSE-1 (Chair: Oscar Pastor, Venue: Room 1) FDSE-2 (Chair: Manuel Clavel, Venue: Room 2) FDSE-3 (Chair: Tai M. Chung, Venue: Room 3)
1:30-1:50 PM Sam Nguyen-Xuan, Giap Dang Le, and Han Nguyen: A Gloss Annotation Scheme for Enhanced Sign Language Translation Pham Nhat Minh and Khuong Nguyen-An: Post-Quantum Secure Decentralized Random Number Generation Protocol with Two Rounds of Communication in the Standard Model Viet Hung Nguyen, Linh Vo Khuong, Do Nhuan Duong, Phuong Thao Khong, Viet Anh Phan, and Nathan Shone: LeqLiv-25: A Ready-to-Use Malware/Benign Dataset for Training Supervised Machine Learning Models
1:50-2:10 PM Dinh-Tung Nguyen, Tuan-Viet Tran, Minh-Triet Tran, and Trong-Le Do: EnhanceGuard: Lightweight and Robust Digital Watermarking with High Fidelity and Resistance to Image Degradations Quang-Vinh Dang: HeteroMalGAT: A Heterogeneous Graph Attention Network Framework for Android Malware Detection via Knowledge Graph Representations Tan Duy Le, Kha-Tu Huynh, Duc Dat Pham, Hong Quan Nguyen, and Minh Tu Nguyen: End-to-End IoT-to-AI Framework for Early Water-Quality Anomaly Detection in Intensive Shrimp Farming
2:10-2:30 PM Kentaro Mori, Akihiro Kaneko, Rina Goto, Shota Ikehara, Takaharu Ui, Hiroo Hirose and Tetsuyasu Yamada: Building a Machine Learning Algorithm for Identifying the Same Entity Using Data Strings in .JP Domain Name Registry Manh-Hung Tran, Tuan-Dung Tran, Duy Nguyen: SCANS: A Tool for Security Vulnerability Detection in Smart Contracts Chinh Trong Nguyen, Tuyen Thi-Thanh Do, Dang Tuan Nguyen: Using a Large Language Model to Build a Vietnamese Natural Language Inference Dataset
2:30-2:50 PM Manh-Hung Tran, Ngoc-Diem Le-Thi: Development of an Explainable AI System for Brain Tumor Diagnosis from MRI Scans Duc Quang Hoang, Tran Khanh Dang and Van Tam Nguyen: Evaluation of Synthetic Data Generation for Time Series: Privacy, Security, and Applications in Finance Ngoc-Bao Ho-Lam, Anh-Bao Nguyen, My-An Tran, Minh-Triet Tran, and Viet-Tham Huynh: VIESpam: A Hybrid BiLSTM Approach for Spam Classification in English and Vietnamese SMS
2:50-3:10 PM Nguyen Thi Viet Huong and Nguyen Dinh Thuan: Short-Term Stock Price Prediction Using an Ensemble Hidden Markov Model Khanh-Linh Dinh, Thi-Bac Do, Moldovyan N.A. and Petrenko A.S: Typical Algebraic Signature Schemes With Two Hidden Groups (Video Clip) Thai-Bao Tran, Minh-Thanh Ta, and Hai Thanh Nguyen: Evaluating YOLOv11 for Traffic Object Detection under Adverse Weather Conditions
3:10-3:30 PM Break Break Break
Time FDSE-4 (Chair: Hiroo Hirose, Venue: Room 1) FDSE-5 (Chair: Takeshi Tsuchiya, Vemue: Room 2) FDSE-6 (Chair: Vinh Pham, Venue: Room 3)
3:30-3:50 PM Sungwook Hur, Jieming Zhang and Tai-Myoung Chung: Task-Specific Ensemble Learning for Parkinson’s Disease Diagnosis Using Acoustic Features (Video Clip) Minh-Trung Nguyen, Thanh Ma, Thanh-Nghi Do: AutokRF: Efficient and Scalable Local Ensemble Learning with Automated Hyper-parameter Tuning for Large-Scale Classification Quang-Vinh Dang and Ngoc-Son-An Nguyen: Predicting the stock price using Bayesian graph neural networks-based architecture
3:50-4:10 PM Quoc-Dung Nguyen, Thien-An Ngoc Nguyen, Anh-Thu Nguyen Tran, and Nguyet-Minh Phan: Robust ResNet-based Models for Skin Lesion Detection Thanh Hoang Le Hai, Huy Nguyen Tuan, Bao Tran Dang, Bao Vo Thuong, Khoi Phan Tran Dinh, and Nam Thoai: HDEM: A Hierarchical Dynamic Ensemble Model for Accurate Runtime Prediction on High Performance Computing Systems Nhan Phi Nguyen, Phu Thien Huynh, Kiet Anh Nguyen, Toan Thai Pham Tran, Thai T. Vo Nguyen, and Hai Thanh Nguyen: Towards Reliable Early Fire and Smoke Detection Using Optimized YOLOv11
4:10-4:30 PM Quoc-Thinh TRAN, Hoang-Ha NGUYEN, and Anh-Cang PHAN: Deep Learning Model and Fuzzy C-Means for Cardiac Disease Detection on Electrocardiogram Signal Nguyen Thai-Nghe, Le Vu Hoang Lan, and Hua Thai Hung: Resource-Constrained Optimization of E-Commerce Recommendation Systems Thuy Anh Luu, Ngoc Quynh Mai Cao, My Tan Quach, Thieu Vy Do, Tu Anh Le, Ngoc Tien Nguyen, Hung Tien Le: A Multi-Agent System for Automating SDLC Documentation in IoT Environments
4:30-4:50 PM Huy B. Q. Tran and Luan N. T. Huynh: Optimizing MRI Brain Tumor Classification with CNNs and Stacking Ensemble Techniques Van-Viet Nguyen, Huu-Khanh Nguyen, Kim-Son Nguyen, Minh-Hue Luong Thi, The-Vinh Nguyen, and Duc-Quang Vu: Automated UML Generation: A Framework for Class Diagram Synthesis and Multimodal Validation Vo Thi Kim Anh: Parental Support for Neurodevelopmental Disorders in Vietnam: A Social Media Analysis
4:50-5:10 PM Nguyen Minh Khiem, Pham Ngoc Quyen, and Le Duc Thang: Enhanced Detection and Classification of Pulmonary Diseases Using an Ensembled Convolutional Neural Network Architecture on Chest X-Ray Images Huu Nghia Huynh, Vo Thien Bao Nguyen, and Thien Phu Doan: FallTrack-Net: Real-Time Detection, Emergency Evaluation, and Mobility History Logging in a Smartphone-Based Safety System Thanh Hai Hoang, Tran Khanh Dang, Duy Nguyen, and Nguyen Thi Huyen Trang: Multimodal Stress Detection with LLM using DAIC-WOZ (Video Clip)
18:30 PM

End of technical sessions

VIP dinner

End of day 1