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ORCID8th FDSE 2021: Virtual Event
- Tran Khanh Dang
, Josef Küng, Tai M. Chung, Makoto Takizawa:
Future Data and Security Engineering - 8th International Conference, FDSE 2021, Virtual Event, November 24-26, 2021, Proceedings. Lecture Notes in Computer Science 13076, Springer 2021, ISBN 978-3-030-91386-1
Invited Keynotes
- Joo Hun Yoo, Hyejun Jeong, Jaehyeok Lee, Tai-Myoung Chung:
Federated Learning: Issues in Medical Application. 3-22 - Johann Eder, Marco Franceschetti, Josef Lubas:
Time in Data Models. 23-35
Big Data Analytics and Distributed Systems
- Mahtab Shahin, Wissem Inoubli, Syed Attique Shah, Sadok Ben Yahia, Dirk Draheim:
Distributed Scalable Association Rule Mining over Covid-19 Data. 39-52 - Phuong N. H. Pham, Bich-Ngan T. Nguyen, Quy T. N. Co, Canh V. Pham, Václav Snásel:
Threshold Benefit for Groups Influence in Online Social Networks. 53-67 - Muhammad Umer Hashmi, Ngoc Duy Nguyen, Michael Johnstone, Kathryn Backholer, Asim Bhatti:
Application Based Cigarette Detection on Social Media Platforms Using Machine Learning Algorithms. 68-80 - Anh-Cang Phan, Ho-Dat Tran, Thuong-Cang Phan:
Efficient Brain Hemorrhage Detection on 3D CT Scans with Deep Neural Network. 81-96
Advances in Machine Learning for Big Data Analytics
- Thanh-Nghi Do:
Multi-class Bagged Proximal Support Vector Machines for the ImageNet Challenging Problem. 99-112 - Takeshi Tsuchiya, Ryuichi Mochizuki, Hiroo Hirose, Tetsuyasu Yamada, Kei'ichi Koyanagi, Quang Tran Minh:
Selective Combination and Management of Distributed Machine Learning Models. 113-124 - Vo Duc Quang, Tran Dinh Khang, Nguyen Minh Huy:
Improving ADABoost Algorithm with Weighted SVM for Imbalanced Data Classification. 125-136 - Vu Thanh Nguyen, Mai Viet Tiep, Luong The Dung, Vu Thanh Hien, Tuan Dinh Le, Ton Quang Toai, My Nguyen, Hieu Phan Trung:
Feature Learning and Data Generative Models for Facial Expression Recognition. 137-151
Industry 4.0 and Smart City: Data Analytics and Security
- Aya Mohamed, Dagmar Auer, Daniel Hofer, Josef Küng:
Authorization Strategies and Classification of Access Control Models. 155-174 - Chi Kien Huynh, Tran Khanh Dang, Cong An Nguyen:
Motorbike Counting in Heavily Crowded Scenes. 175-194 - An C. Tran, Hung Thanh Nguyen, Van Long Nguyen Huu, Nghia Duong-Trung:
Pesticide Label Detection Using Bounding Prediction-Based Deep Convolutional Networks. 195-210 - Binh Thanh Nguyen, Pham Lu Quang Minh, Huynh Vu Minh Nguyet, Do Huu Phuoc, Pham Dinh Tai, Huy Truong Dinh:
Intelligent Urban Transportation System to Control Road Traffic with Air Pollution Orientation. 211-221 - Manh Huy Ta, Tran Khanh Dang, Nhan Nguyen-Tan:
A Data Union Method Using Hierarchical Clustering and Set Unionability. 222-235
Blockchain and IoT Applications
- Michel Toulouse, Ho-Kwok Dai, Q. L. Nguyen:
A Consensus-Based Load-Balancing Algorithm for Sharded Blockchains. 239-259 - Thien-Binh Dang, Duc-Tai Le, Moonseong Kim, Hyunseung Choo:
Neighboring Information Exploitation for Anomaly Detection in Intelligent IoT. 260-271 - Huu Noi Nguyen, Van Cuong Nguyen, Nguyen Ngoc Tran, Van Loi Cao:
Feature Representation of AutoEncoders for Unsupervised IoT Malware Detection. 272-290
Machine Learning and Artificial Intelligence for Security and Privacy
- Trong-Le Do, Mai-Khiem Tran, Huy H. Nguyen, Minh-Triet Tran:
Potential Threat of Face Swapping to eKYC with Face Registration and Augmented Solution with Deepfake Detection. 293-307 - Trung-Tri Nguyen, Kha-Tu Huynh:
Spliced Image Forgery Detection Based on the Combination of Image Pre-processing and Inception V3. 308-322 - Trung Ha, Tran Khanh Dang, Nhan Nguyen-Tan:
Comprehensive Analysis of Privacy in Black-Box and White-Box Inference Attacks Against Generative Adversarial Network. 323-337 - Hieu Dao, Dinh-Huan Nguyen, Minh-Triet Tran:
Face Recognition in the Wild for Secure Authentication with Open Set Approach. 338-355 - Quang-Vinh Dang:
Intrusion Detection in Software-Defined Networks. 356-371
Emerging Data Management Systems and Applications
- H. K. Dai, H. C. Su:
Clustering Analyses of Two-Dimensional Space-Filling Curves. 375-391 - Quoc-Hung Chiem, Kha-Tu Huynh, Minh-Thien Nguyen, Minh-Duy Tran, Xuan-Phuc Phan Nguyen, Tu-Nga Ly:
Attendance Monitoring Using Adjustable Power UHF RFID and Web-Based Real-Time Automated Information System. 392-407 - Huynh-Ly Thanh-Nhan, Le Huy-Thap, Nguyen Thai-Nghe:
Integrating Deep Learning Architecture into Matrix Factorization for Student Performance Prediction. 408-423
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