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ORCID8th FDSE 2021: Virtual Event - CCIS Volume
- Tran Khanh Dang
, Josef Küng, Tai M. Chung, Makoto Takizawa:
Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications - 8th International Conference, FDSE 2021, Virtual Event, November 24-26, 2021, Proceedings. Communications in Computer and Information Science 1500, Springer 2021, ISBN 978-981-16-8061-8
Big Data Analytics and Distributed Systems
- Duc-Thinh Le, Nhat-Anh Pham-Hoang, Vi-Minh Luong, Hoang-Quoc Nguyen-Son, Minh-Triet Tran:
Document Representation with Representative Sets and Document Similarity at Sentence Level Using Maximum Matching in Bipartite Graph. 3-22 - Huu Huong Xuan Nguyen, Tran Khanh Dang, Ngoc Duy Nguyen:
A Hybrid Approach Using Decision Tree and Multiple Linear Regression for Predicting Students' Performance. 23-35 - Tinh Cong Dao, Hai Thanh Nguyen:
Human Mobility Prediction Using k-Latest Check-ins. 36-49 - Huong Thu Thi Luong, Huong Hoang Luong, Hai Thanh Nguyen, Nguyen Thai-Nghe:
Hospital Revenue Forecast Using Multivariate and Univariate Long Short-Term Memories. 50-65 - Vu Thanh Nguyen, Le Dinh Tuan, Phu Phuoc Huy, Nguyen Thi Hong Thao, Dao Minh Chau, Nguyen Thai Nho, Mai Viet Tiep, Vu Thanh Hien, Hieu Phan Trung:
Using Some Machine Learning Methods for Time Series Forecasting Regarding Gold Prices. 66-85
Security and Privacy Engineering
- Tri-Chan-Hung Nguyen, Minh-Khoi Le-Nguyen, Dinh-Thuan Le, Van-Hoa Nguyen, Long-Phuoc Tôn, Khuong Nguyen-An:
Improving ModSecurity WAF Using a Structured-Language Classifier. 89-104 - Anh-Duy Tran, Minh-Quan Nguyen, Gia-Hao Phan, Minh-Triet Tran:
Security Issues in Android Application Development and Plug-in for Android Studio to Support Secure Programming. 105-122 - Nguyen Duy Khang Truong, Tran Khanh Dang, Cong An Nguyen:
On Using Cryptographic Technologies in Privacy Protection of Online Conferencing Systems. 123-138 - Cao Tien Thanh:
A Survey of Machine Learning Techniques for IoT Security. 139-157
Industry 4.0 and Smart City: Data Analytics and Security
- Van-Nguyen Pham, Mwasinga Lusungu Josh, Duc Tai Le, Sang-Won Lee, Hyunseung Choo:
A Prediction-Based Cache Replacement Policy for Flash Storage. 161-169 - Kha-Tu Huynh, Tu-Nga Ly, Thuong Le-Tien:
A Deep Learning-Based Method for Image Tampering Detection. 170-184 - Chinh Trong Nguyen, Dang Tuan Nguyen:
Building a Vietnamese Dataset for Natural Language Inference Models. 185-199 - Nguyen Thi Hong Anh, Do Ngoc Nhu Loan, Le Hong Trang:
One-Class Classification with Noise-Based Data Augmentation for Industrial Anomaly Detection. 200-209 - Quang Phu Nguyen, Nhan Tam Dang, An Mai, Van Sinh Nguyen:
Features Selection in Microscopic Printing Analysis for Source Printer Identification with Machine Learning. 210-223 - Nguyen Dinh-Thanh, Hai Thanh Nguyen, Pham Thi-Ngoc-Diem:
Forecasting and Analyzing the Risk of Dropping Out of High School Students in Ca Mau Province. 224-237 - Tran Thanh Dien, Pham Huu Phuoc, Nguyen Thanh Hai, Nguyen Thai-Nghe:
Personalized Student Performance Prediction Using Multivariate Long Short-Term Memory. 238-247 - Vu Le Quynh Phuong, Bui Nhat Tai, Nguyen Khac Huy, Tran Nguyen Minh Thu, Pham Nguyen Khang:
Estimating the Traffic Density from Traffic Cameras. 248-263 - Thuan Nguyen Dinh, Nam Phan Hoang:
Air Pollution Forecasting Using Regression Models and LSTM Deep Learning Models for Vietnam. 264-275 - Phat Nguyen Huu, Tuan Nguyen Anh, Hieu Nguyen Trong, Pha Pham Ngoc, Quang Tran Minh:
Proposing Recommendation System Using Bag of Word and Multi-label Support Vector Machine Classification. 276-289
Blockchain and Access Control
- Thanh-Tung Tran, Hai-Duong Le:
IU-SmartCert: A Blockchain-Based System for Academic Credentials with Selective Disclosure. 293-309 - Huong Hoang Luong, Khoi Nguyen Huynh Tuan, Anh Tuan Dao, Hai Thanh Nguyen:
An Approach for Project Management System Based on Blockchain. 310-326 - Tran Khanh Dang, Xuan Tinh Chu, The Huy Tran:
Privacy-Preserving Attribute-Based Access Control in Education Information Systems. 327-345 - An C. Tran, Hang Van Kieng, Dang Xuan Mai, Van Long Nguyen Huu:
A Consortium Blockchain-Based Platform for Academic Certificate Verification. 346-360
Data Analytics and Healthcare Systems
- Yongho Lee, Vinh Pham, Tai-Myoung Chung:
Innovative Way of Detecting Atrial Fibrillation Based on HRV Features Using AI-Techniques. 363-374 - Nhi Yen Kim Phan, Toan Bao Tran, Huu-Hoa Nguyen, Hai Thanh Nguyen:
Entropy-Based Discretization Approach on Metagenomic Data for Disease Prediction. 375-386 - Quoc-Dung Nguyen, Hung-Tien Le:
Forecasting Covid-19 Infections in Ho Chi Minh City Using Recurrent Neural Networks. 387-398 - Hieu Trung Huynh, Vo Vuong Thanh Dat, Ha Bao Anh:
White Blood Cell Segmentation and Classification Using Deep Learning Coupled with Image Processing Technique. 399-410 - Le Duy Dong, Vu Thanh Nguyen, Dinh Tuan Le, Mai Viet Tiep, Vu Thanh Hien, Phu Phuoc Huy, Hieu Phan Trung:
Modeling Transmission Rate of COVID-19 in Regional Countries to Forecast Newly Infected Cases in a Nation by the Deep Learning Method. 411-423
Short Papers: Security and Data Engineering
- Khang Nhut Lam, Nguyen Hoang Huynh, Nguyen Bao Ngoc, To Thi Huynh Nhu, Nguyen Thanh Thao, Pham Hoang Hao, Vo Van Kiet, Bui Xuan Huynh, Jugal Kalita:
Using Artificial Intelligence and IoT for Constructing a Smart Trash Bin. 427-435 - Nhat-Khang Ngô, Xuan-Nam Cao:
Pixel-Wise Information in Fake Image Detection. 436-443 - Nguyen Duc Nam, Hieu Trung Huynh:
Speaker Diarization in Vietnamese Voice. 444-451 - Nguyen Quang Minh, Phan Duy Hung:
The System for Detecting Vietnamese Mispronunciation. 452-459 - Truong Minh Giang, Phan Duy Hung:
Relation Classification Based on Vietnamese Covid-19 Information Using BERT Model with Typed Entity Markers. 460-468 - Hoang-Nam Pham-Nguyen:
Preliminary Research for Anomaly Detection in Fog-Based E-Assessment Systems. 469-476 - Vu Thanh Nguyen, Mai Viet Tiep, Phu Phuoc Huy, Nguyen Thai Nho, Luong The Dung, Vu Thanh Hien, Phan Thanh Toan:
Using Machine Learning Algorithms Combined with Deep Learning in Speech Recognition. 477-485 - Huu-Danh Pham, Vu Thanh Nguyen, Mai Viet Tiep, Vu Thanh Hien, Phu Phuoc Huy, Pham Thi Vuong:
Evading Security Products for Credential Dumping Through Exploiting Vulnerable Driver in Windows Operating Systems. 486-495
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