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ORCID9th FDSE 2022: Ho Chi Minh City, Vietnam - CCIS Volume
- 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 - 9th International Conference, FDSE 2022, Ho Chi Minh City, Vietnam, November 23-25, 2022, Proceedings. Communications in Computer and Information Science 1688, Springer 2022, ISBN 978-981-19-8068-8
Invited Keynotes
- Ahto Buldas, Dirk Draheim, Mike Gault, Märt Saarepera:
Towards a Foundation of Web3. 3-18 - Václav Snásel, Tran Khanh Dang, Phuong N. H. Pham, Josef Küng, Lingping Kong:
In-Memory Computing Architectures for Big Data and Machine Learning Applications. 19-33 - Ahto Buldas, Dirk Draheim, Märt Saarepera:
Secure and Efficient Implementation of Electronic Money. 34-51 - Johann Eder, Volodymyr A. Shekhovtsov:
Managing the Quality of Data and Metadata for Biobanks. 52-69
Big Data Analytics and Distributed Systems
- Ranul Deelaka Thantilage, Nhien-An Le-Khac, M. Tahar Kechadi:
Towards a Privacy, Secured and Distributed Clinical Data Warehouse Architecture. 73-87 - H. K. Dai, K. Furusawa:
Improving the Storage Utilization of 0-Complete Trees as Index Structures. 88-102 - Nguyen Le Hoang, Tran Khanh Dang, Thai San Dang:
Implement the Data Conversion System by Using α-Lightweight Coreset for Validation Process. 103-118 - Takeshi Tsuchiya, Rika Misawa, Ryuichi Mochizuki, Hiroo Hirose, Tetsuyasu Yamada, Yoshito Yamamoto, Hiroshi Ichikawa, Quang Tran Minh:
Content Selection Methods Using User Interest Prediction Based on Similarities of Web Activities. 119-130 - Thanh-Nghi Do, Minh-Thu Tran-Nguyen:
ImageNet Challenging Classification with the Raspberry Pis: A Federated Learning Algorithm of Local Stochastic Gradient Descent Models. 131-144 - Thuong-Cang Phan, Anh-Cang Phan, Thi-Kim-Ngan Tran, Thanh-Ngoan Trieu:
Covid-19 Detection Based on Lung Lesion Signs in Big Data Processing Environment. 145-160 - Pham Thanh Binh, Nguyen Dinh Thuan:
Predicting Loan Repayment Using a Hybrid of Genetic Algorithms, Logistic Regression, and Artificial Neural Networks. 161-175 - Laura Haryo, Reza Pulungan:
Performance Evaluation of Regular Decomposition and Benchmark Clustering Methods. 176-191
Security and Privacy Engineering
- Robert Zimmermann, Chibuzor Udokwu, Ricarda Kompp, Patrick Brandtner, Alex Norta:
Authentication of Luxury Products - Identifying Key Requirements from a Seller and Consumer Perspective. 195-209 - Cuong Nguyen, Anh Nguyen, Long Nguyen, Phong Trieu, Lai Tran:
Analysis of a New Practical SPN-Based Scheme in the Luby-Rackoff Model. 210-224 - Aya Mohamed, Dagmar Auer, Daniel Hofer, Josef Küng:
Authorization and Access Control for Different Database Models: Requirements and Current State of the Art. 225-239 - Thang Nguyen-Dinh, Thanh-Phuong Nguyenn, Tu Phan, Khuong Nguyen-An:
A Hierarchical Deterministic Wallet Using Ed25519 Digital Signature Scheme. 240-257 - Joseph Bamidele Awotunde, Sanjay Misra, Quoc Trung Pham:
A Secure Framework for Internet of Medical Things Security Based System Using Lightweight Cryptography Enabled Blockchain. 258-272 - Duong Thu May, Do ThiBac, Nguyen Hieu Minh, A. A. Kurysheva, A. A. Kostina, Dmitriy Nikolaevich Moldovyan:
Signature Algorithms on Non-commutative Algebras Over Finite Fields of Characteristic Two. 273-284 - Phat Nguyen Huu, Duy Nguyen Quang, Hieu Nguyen Trong, Pha Pham Ngoc, Quang Tran Minh:
Design a Smart Lock System Using Fingerprint and Password for Enhancing Security. 285-298
Machine Learning and Artificial Intelligence for Security and Privacy
- Thanh-Nhan Nguyen, Khanh-Mai Dang, Anh-Duy Tran, Kim-Hung Le:
Towards an Attention-Based Threat Detection System for IoT Networks. 301-315 - Hyejun Jeong, Tai-Myoung Chung:
Security and Privacy Issues and Solutions in Federated Learning for Digital Healthcare. 316-331 - Phat T. Tran Truong, Tran Khanh Dang:
pPATE: A Pragmatic Private Aggregation of Teacher Ensembles Framework by Sparse Vector Technique Based Differential Privacy, Paillier Cryptosystem and Human-in-the-loop. 332-346 - Khoa Dang Dong, Dang Tuan Nguyen:
Vietnamese Text's Writing Styles Based Authorship Identification Model. 347-361 - Trinh Van Quynh, Vu Thanh Hien, Vu Thanh Nguyen, Huynh Quoc Bao:
Application of Machine Learning in Malware Detection. 362-374
Smart City and Industry 4.0 Applications
- Khang Nhut Lam, Vu-Luan Le Tran, Jugal Kalita:
Text Classification Models and Topic Models: An Overall Picture and a Case Study in Vietnamese. 377-392 - Duc-Phu Nguyen, Nhat-Tan Le, Tien-Thinh Nguyen, Thanh-Phuong Nguyen, Tien-Duc Van, Son-Tu Phan, Khuong Nguyen-An:
Deep Hybrid Models for Forecasting Stock Midprices from the High-Frequency Limit Order Book. 393-406 - Ho Dac Quan, Hieu Trung Huynh:
An Image Denoising Model Based on Nonlinear Partial Diferential Equation Using Deep Learning. 407-418 - Nguyen Thai-Nghe, Hai Thanh Nguyen, Tran Thanh Dien:
Recommendations in E-Commerce Systems Based on Deep Matrix Factorization. 419-431 - Trung-Dung Tran, Kha-Tu Huynh, Phu-Quang Nguyen, Tu-Nga Ly:
AttendanceKit: A set of Role-Based Mobile Applications for Automatic Attendance Checking with UHF RFID Using Realtime Firebase and Face Recognition. 432-446 - Ha Thanh Thi Hoang, Chau Ngoc Ha, Dat Tien Nguyen, Truong Nhat Nguyen, Tuyet Ngoc Huynh, Tai Tan Phan, Hai Thanh Nguyen:
Poses Classification in a Taekwondo Lesson Using Skeleton Data Extracted from Videos with Shallow and Deep Learning Architectures. 447-461 - An Cong Tran, Trong Huu Ngo, Hai Thanh Nguyen:
Social Distancing Violation Detection in Video Using ChessBoard and Bird's-eye Perspective. 462-476 - Thi Dinh Van-Ha, Nguyen Thanh-An:
3D-FaultSeg-UNet: 3D Fault Segmentation in Seismic Data Using Bi-stream U-Net. 477-488 - Nguyen Dang Minh, Nguyen Khac Diep, Pham Tuan Anh:
Applying Artificial Intelligence to Plan Flight Paths for Aircraft at Subsonic Speeds. 489-502 - Alena Labanava, Richard Michael Dreyling, Marzia Mortati, Innar Liiv, Ingrid Pappel:
Capacity Building in Government: Towards Developing a Standard for a Functional Specialist in AI for Public Services. 503-516 - Khang Nguyen Hoang, Long Bui Thanh, Tien Nguyen Thi Thuy, Cuong Nguyen Quoc, Tran Tri Dang:
On the Feasibility of Machine Learning Models for Customer Spending Prediction Problem. 517-531 - Nguyen Dinh Thuan, Nguyen Minh Nhut, Nguyen Thi Viet Huong, Dang Vu Phuong Uyen:
Forecasting the Opening and Closing Price Trends of Stock Using Hybrid Models and Artificial Intelligence Algorithm. 532-546 - Richard Michael Dreyling, Tanel Tammet, Ingrid Pappel:
Artificial Intelligence Use in e-Government Services: A Systematic Interdisciplinary Literature Review. 547-559 - Lam Duc Vu Nguyen, Van Van Chau, Sinh Van Nguyen:
Face Recognition Based on Deep Learning and Data Augmentation. 560-573 - Hai Thanh Nguyen, Anh Duy Le, Nguyen Thai-Nghe, Tran Thanh Dien:
An Approach for Similarity Vietnamese Documents Detection from English Documents. 574-587 - Vu Le Quynh Phuong, Nguyen Viet Dong, Tran Nguyen Minh Thu, Pham Nguyen Khang:
Combine Clasification Algorithm and Centernet Model to Predict Trafic Density. 588-600
Data Analytics and Healthcare Systems
- Tuan-Khai Nguyen, Zahoor Ahmad, Jong-Myon Kim:
Comparison of Health Indicators Construction for Concrete Structure Using Acoustic Emission Hit and Kullback-Leibler Divergence. 603-613 - Trinh Huy Hoang, Nguyen Thanh Binh, Vy Van, Nguyen Quang Tan:
Lung and Colon Tumor Classification Based on Transfer Learning-Based Techniques. 614-624 - Joseph Bamidele Awotunde, Sanjay Misra, Quoc Trung Pham:
An Enhanced Diabetes Mellitus Prediction Using Feature Selection-Based Type-2 Fuzzy Model. 625-639 - Hieu Minh Truong, Hieu Trung Huynh:
A Novel Approach of Using Neural Circuit Policies for COVID-19 Classification on CT-Images. 640-652 - Thuong-Cang Phan, Anh-Cang Phan, Quoc-Thinh Tran, Thanh-Ngoan Trieu:
Lung Lesions Segmentation and Classification with Deep Neural Networks. 653-664
Short Papers: Security and Data Engineering
- Phuoc-Nguyen Bui, Van Vi Vo, Duc Tai Le, Hyunseung Choo:
Image Denoising Using Fully Connected Network with Reinforcement Learning. 667-673 - Van Vi Vo, Phuoc-Nguyen Bui, Duc Tai Le, Hyunseung Choo:
Energy Harvesting Aware for Delay-Efficient Data Aggregation in Battery-Free IoT Sensors. 674-681 - Trang Phung, Duc-Quang Vu, Ha Mai-Tan, Le Thi Nhung:
Deep Models for Mispronounce Prediction for Vietnamese Learners of English. 682-689 - Bao Loc Pham, Huong Hoang Luong, Thien Phu Tran, Hoang Phuc Ngo, Hoang Vi Nguyen, Thinh Nguyen:
An Approach to Hummed-tune and Song Sequences Matching. 690-697 - Hoa Le Duc, Tin Tang Minh, Khanh Vo Hong, Huong Luong Hoang:
84 Birds Classification Using Transfer Learning and EfficientNetB2. 698-705 - Nguyen Thai-Nghe, Pham Hong Sang:
A Session-Based Recommender System for Learning Resources. 706-713 - Khang Nhut Lam, Vinh Phuoc Mai, Gia-Binh Quach Dang, Quoc-Bao Hong Ngo, Nhat-Hao Quan Huynh, Mai Phuc Lieu, Jugal Kalita:
A Drowsiness Detection System Based on Eye Landmarks Using IoT. 714-722 - Nguyen Van Anh Tuan, Nguyen Thi Thanh Hoa, Nguyen Thanh Dat, Pham Minh Tuan, Dao Duy Truong, Dang Thi Phuc:
A Novel Approach for Vietnamese Speech Recognition Using Conformer. 723-730 - Quang-Vinh Dang:
Enhancing Obfuscated Malware Detection with Machine Learning Techniques. 731-738 - Quang-Vinh Dang:
Detecting Intrusion Using Multiple Datasets in Software-Defined Networks. 739-746 - Huong Hoang Luong, Toan Tran Khanh, Minh Doan Ngoc, Minh Ho Kha, Khang Thuong Duy, Tho Tieu Anh:
Detecting Exams Fraud Using Transfer Learning and Fine-Tuning for ResNet50. 747-754 - Nguyen Hoang An, Le Nhi Lam Thuy, Pham The Bao:
Shape of Pill Recognition Using Mask R-CNN. 755-762
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