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ORCID10th FDSE 2023: Da Nang, 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 - 10th International Conference, FDSE 2023, Da Nang, Vietnam, November 22-24, 2023, Proceedings. Communications in Computer and Information Science 1925, Springer 2023, ISBN 978-981-99-8295-0
Big Data Analytics and Distributed Systems
- Ermo Täks, Helina Kruuk, Dirk Draheim:
Three-Dimensional Visualization of Legal Acts: Concept and Prototype. 3-17 - Tran Khanh Dang, Phat T. Tran-Truong, Nguyen Thi Huyen Trang:
An Enhanced Incentive Mechanism for Crowdsourced Federated Learning Based on Contract Theory and Shapley Value. 18-33 - Tri-Thuc Vo, Thanh-Nghi Do:
Biggest Margin Tree for the Multi-class Classification. 34-48 - H. K. Dai, K. Furusawa:
Maintenance Algorithms for 0-Complete Trees with Improved Space Utilization. 49-63 - Duc-Hoa Le, Debarshi Mazumder, Luyl-Da Quach, Shreya Banerjee, Vinh Dinh Nguyen:
Robust Vietnam's Motorcycle License Plate Detection and Recognition Using Deep Learning Model. 64-75 - Takeshi Masuda, Hiroo Hirose, Takeshi Tsuchiya:
Structuring of Discourse and Annotation Method for Contribution Assessment in Collaborative Discussions. 76-91 - Hai Thanh Nguyen, Toan Khanh Do, Khoa Viet Le, Tong Thanh Nguyen, Huong Hoang Luong:
Removal of Various Noise Types and Voice-Based Gender Classification for Dubbed Videos. 92-103 - Noi Thanh Nguyen, Huy Quang Vo, Nhut Minh Nguyen, Thuan Dinh Nguyen:
Apply Multivariate Time Series Approaches for Forecasting Vietnam Index 30. 104-117 - Nguyen Tuan Truong, Nguyen Khac Tue, Nguyen Duc Chinh, Le Dinh Huynh, Vu Thu Diep, Phan Duy Hung:
Efficient Mining of Top-K Cross-Level High Utility Itemsets. 118-131
Security and Privacy Engineering
- Ngoc Chau Lam, Manuel Clavel:
Web Browsers' Support for Managing Cookies. An Experiment Report. 135-152 - Chibuzor Udokwu, Stefan Craß, Alex Norta:
Authenticating Parties in Blockchain-Enabled Inter-Organizational Processes with Configurable Challenge-Sets. 153-170 - Tran Khanh Dang, Lai Trung Minh Duc:
Differential Privacy for Consumer Data in Retail Data Partnerships. 171-183 - Quang-Vinh Dang:
Using Transformer Technique for Intrusion Detection. 184-196
Machine Learning and Artificial Intelligence for Security and Privacy
- Dinh Hoang Nguyen, Nam Khanh Tran, Nhien-An Le-Khac:
A Siamese-Based Approach for Network Intrusion Detection Systems in Software-Defined Networks. 199-211 - Cong-Vu Trinh, Thien-Thanh Le, Minh-Khoi Le-Nguyen, Dinh-Thuan Le, Van-Hoa Nguyen, Khuong Nguyen-An:
An Efficient Machine Learning-Based Web Application Firewall with Deep Automated Pattern Categorization. 212-225 - Viet Trung Le, Phuc Hao Do, Sylvestre Uwizeyemungu, Thang Le Dinh, Duc Tran Le:
Utilizing InfoGAN and PE Header Features for Synthetic Ransomware Image Generation: An Experimental Study. 226-239 - Minh-Khoi Nguyen-Nhat, Trung-Truc Huynh-Ngo, Minh-Triet Tran, Trong-Le Do:
Enhancing Detection of Daily-Used Face Swap Applications by Using Focused Landmark Analysis. 240-254 - Trung Ha, Trang Vo, Tran Khanh Dang, Nguyen Thi Huyen Trang:
Differential Privacy Under Membership Inference Attacks. 255-269
Smart City and Industry 4.0 Applications
- Ti-Hon Nguyen, Thanh Ma, Thanh-Nghi Do:
LAVETTES: Large-scAle-dataset Vietnamese ExTractive TExt Summarization Models. 273-288 - Binh Thanh Nguyen, Bao Chung Hoang, Loc Nguyen Tien, Binh Ton That, Huy Truong Dinh:
Exploring Links Between Personality Traits and Environmental Attitudes with GreenBig5 System. 289-299 - Takeshi Tsuchiya, Masami Matsunaga, Hiroo Hirose, Tetsuyasu Yamada, Hiroshi Ichikawa, Quang Tran Minh:
Study on Web Based Virtualized Containers for Software Development Lectures in BYOD. 300-311 - Nguyen Xuan Ha Giang, Lam Thanh Toan, Nguyen Thai-Nghe:
Session-Based Recommendation System Approach for Predicting Learning Performance. 312-327 - Bach Hoang Xuan, An Nguyen Van:
A Fuzzy Logic Model for Digital Transformation Assessment of Vietnamese Higher Education Institutions. 328-340 - Richard Michael Dreyling, Tanel Tammet, Ingrid Pappel:
Digital Transformation Insights from an AI Solution in Search of a Problem. 341-351 - Thanh Tung Tran, Truong Giang Nguyen, Thai Hoa Dang, Yuta Yoshinaga:
Improving Human Resources' Efficiency with a Generative AI-Based Resume Analysis Solution. 352-365 - Thanh-Tri Trang, Thanh Ma, Thanh-Nghi Do:
LORAP: Local Deep Neural Network for Solar Radiation Prediction. 366-380 - Yongho Lee, Vinh Pham, Jieming Zhang, Tai-Myoung Chung:
A Digital Therapeutics System for the Diagnosis and Management of Depression: Work in Progress. 381-389 - Tuyen Thi-Thanh Do:
BERT-Based Sentence Recommendation for Building Vietnamese Universal Dependency Treebank. 390-402 - Nguyen Minh Nhut, Dang Minh Quan, Le Mai Duy Khanh, Nguyen Dinh Thuan:
Evaluate the Efficiency of Hybrid Model Based on Convolutional Neural Network and Long Short-Term Memory in Information Technology Job Graph Network. 403-417 - Anh Le, Dang Tran Hai Mai, Thanh Lam:
A Dataset of Vietnamese Documents for Text Detection. 418-429
Data Analytics and Healthcare Systems
- Vinh Pham, Yongho Lee, Tai-Myoung Chung:
Personalized Stress Detection System Using Physiological Data from Wearable Sensors. 433-441 - Anh-Cang Phan, Hung-Phi Cao, Thuong-Cang Phan, Ngoc-Hoang-Quyen Nguyen, Thanh-Ngoan Trieu:
Vision Transformer for Kidney Stone Detection. 442-455 - Hoa Thanh Le, Linh Nguyen, Thao Danh Nguyen:
Attention Models and Image Pre-processing for Covid-19 Detection Based on Lung Ultrasound Images. 456-470 - Nam V. Nguyen, Hieu Trung Huynh, Phuc-Lu Le:
Deep Learning Techniques for Segmenting Breast Lesion Regions and Classifying Mammography Images. 471-483 - Jieming Zhang, Yongho Lee, Tai-Myoung Chung, Hogun Park:
Development of a Handwriting Drawings Assessment System for Early Parkinson's Disease Identification with Deep Learning Methods. 484-499 - Thuong-Cang Phan, Anh-Cang Phan, Thanh-Ngoan Trieu:
Breast Cancer Classification on Mammograms Using Vision Transformer. 500-512 - Balint Pataki, Kinga Nagy, Binh Thanh Nguyen:
Comparing Performance of Linear Regression Models Trained on Systematic Forest Measurement Datasets to Predict Diameter at Breast Height. 513-527 - Thuong-Cang Phan, Anh-Cang Phan, Khac-Tuong Nguyen, Ho-Dat Tran:
Detection and Segmentation of Brain Tumors on 3D MR Images Using 3D U-Net. 528-541
Short Papers: Security and Data Engineering
- Wieland Schwinger, Elisabeth Kapsammer, Werner Retschitzegger, Birgit Pröll, David Graf, Norbert Baumgartner, Johannes Schönböck, Herbert Zaunmair:
Towards Automating Semantic Relationship Awareness in Operational Technology Monitoring. 545-555 - Kim-Ngoc Thi Le, Sammy Yap Xiang Bang, Duc-Tai Le, Hyunseung Choo:
Feature Fool Exploitation for Lightweight Anomaly Detection in Respiratory Sound. 556-563 - Sardar Jaffar Ali, Muhammad Omer, Syed Muhammad Raza, Hyunseung Choo:
Multiple Vehicles Detection and Tracking Using Ground and Aerial Images for Vehicular Management System. 564-571 - Nguyen Thai-Nghe, Tran Khanh Dong, Hoang Xuan Tri, Nguyen Chi-Ngon:
Deep Learning Approach for Tomato Leaf Disease Detection. 572-579 - Le Nhi Lam Thuy, Vu Ngoc Thanh Sang, Pham The Bao, Tan Dat Trinh:
Invasive Ductal Carcinoma Classification from Whole Slide Image Based on BRISQUE and Convolutional Neural Networks. 580-589 - Anh Le, Dung Pham, Thanh Lam:
Robust and Accurate Automatic License Plate Recognition System. 590-597 - Nguyen Dinh Thuan, Tran Man Quan, Dang Nguyen Phuoc An, Nguyen Minh Nhut:
Community Detection for Personalized Learning Pathway Recommendations on IT E-Learning System. 598-605 - Nguyen Dinh Tra, Nguyen Cong Tri, Phan Duy Hung:
Improving Warped Planar Object Detection Network for Automatic License Plate Recognition. 606-612
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