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ORCID7th FDSE 2020: Quy Nhon, Vietnam - CCIS Volume
- Tran Khanh Dang
, Josef Küng, Makoto Takizawa, Tai M. Chung:
Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications - 7th International Conference, FDSE 2020, Quy Nhon, Vietnam, November 25-27, 2020, Proceedings. Communications in Computer and Information Science 1306, Springer 2020, ISBN 978-981-33-4369-6
Big Data Analytics and Distributed Systems
- Minakshi Kaushik, Rahul Sharma, Sijo Arakkal Peious, Mahtab Shahin, Sadok Ben Yahia, Dirk Draheim:
On the Potential of Numerical Association Rule Mining. 3-20 - Tu Kha Huynh, Hai-Duong Le, Van Sinh Nguyen, Ha Manh Tran:
Applying Peer-to-Peer Networks for Decentralized Customer-to-Customer Ecommerce Model. 21-34 - Tran Khanh Dang, Manh Huy Ta, Nguyen Le Hoang:
An Elastic Data Conversion Framework for Data Integration System. 35-50 - Tien-Thao Nguyen, Ba-Lam Do:
A Novel Model Using CDN, P2P, and IPFS for Content Delivery. 51-62 - Tran Thanh Dien, Luu Hoai-Sang, Nguyen Thanh Hai, Nguyen Thai-Nghe:
Course Recommendation with Deep Learning Approach. 63-77 - Bich-Ngan T. Nguyen, Phuong N. H. Pham, Vu Thanh Nguyen, Phan Quoc Viet, Le Dinh Tuan, Václav Snásel:
Py_ape: Text Data Acquiring, Extracting, Cleaning and Schema Matching in Python. 78-89
Security and Privacy Engineering
- Ngoc-Tin Tran, Van-Hoa Nguyen, Thanh Nguyen-Le, Khuong Nguyen-An:
Improving ModSecurity WAF with Machine Learning Methods. 93-107 - Trung-Hieu Le, Tran Khanh Dang:
An Elastic Anonymization Framework for Open Data. 108-119 - Vu Thanh Nguyen, Vu Thanh Hien, Le Dinh Tuan, Mai Viet Tiep, Nguyen Hoang Anh, Pham Thi Vuong:
A Computer Virus Detection Method Based on Information from PE Structure of Files Combined with Deep Learning Models. 120-129 - Thanh-Hai Nguyen, Cong-Tinh Dao, Nguyen-Minh-Thao Phan, Thi-Ngoc-Cham Nguyen, Tan-Tai Phan, Huynh-Ngoc Pham:
Automatic Attendance System Based on Face Recognition Using HOG Features and Cosine Distance. 130-148
Industry 4.0 and Smart City: Data Analytics and Security
- An C. Tran, M. Fukuzawa:
Ontology-Based Shrimp and Fish Diseases Diagnosis. 151-165 - Vu Thanh Nguyen, Triet Quang Duong, Tuan Dinh Le, Thi Dieu Anh Nguyen:
Deep Learning-Based Methods for Plant Disease. 166-177 - Binh Thanh Nguyen, Dat Ho Tan, Hien Vo Thi Dieu, Dat Nguyen Khac, Huy Truong Dinh:
Uberwasted App for Reporting and Collecting Waste Using Location Based and Deep Learning Technologies. 178-188 - Khuat Duc Anh, Le Dinh Huynh, Phan Duy Hung:
A Flexible Internet of Things Architecture for Data Gathering and Monitoring System. 189-199 - An C. Tran, Nghi C. Tran, Nghia Duong-Trung:
Recognition and Quantity Estimation of Pastry Images Using Pre-training Deep Convolutional Networks. 200-214 - Nguyen Thai-Nghe, Nguyen Thanh Hai:
Forecasting Sensor Data Using Multivariate Time Series Deep Learning. 215-229 - Dang Tuan Nguyen, Trung Tran:
A Template-Based Approach for Generating Vietnamese References from Flat MR Dataset in Restaurant Domain. 230-245
Data Analytics and Healthcare Systems
- Jayun Hyun, Seo Hu Lee, Ha Min Son, Ji-Ung Park, Tai-Myoung Chung:
A Synthetic Data Generation Model for Diabetic Foot Treatment. 249-264 - Hiep Xuan Huynh, Loan Thanh Thi Truong, Cang Anh Phan, Hai Thanh Nguyen:
An Approach for Skin Lesions Classification with a Shallow Convolutional Neural Network. 265-280 - Anh-Cang Phan, Hung-Phi Cao, Thanh-Ngoan Trieu, Thuong-Cang Phan:
Detection and Classification of Brain Hemorrhage Using Hounsfield Unit and Deep Learning Techniques. 281-293 - Nhi Yen Kim Phan, Hai Thanh Nguyen:
Inflammatory Bowel Disease Classification Improvement with Metagenomic Data Binning Using Mean-Shift Clustering. 294-308
Machine Learning-Based Big Data Processing
- Hoang-Loc Tran, Quang-Huy Nguyen, Dinh-Duy Phan, Thanh-Thien Nguyen, Khac-Ngoc-Khoi Nguyen, Duc-Lung Vu:
Additional Learning on Object Detection: A Novel Approach in Pornography Classification. 311-324 - Phat Nguyen Huu, Thuong Nguyen Thi Mai, Quang Tran Minh, Hieu Nguyen Trong:
Proposing the Development of Dataset of Cartoon Character using DCGAN Model. 325-339 - Nguyen Thanh Hai, Toan Bao Tran, An Cong Tran, Nguyen Thai-Nghe:
Feature Selection Using Local Interpretable Model-Agnostic Explanations on Metagenomic Data. 340-357 - Kha-Tu Huynh, Tu-Nga Ly, Thuong Le-Tien:
ORB for Detecting Copy-Move Regions with Scale and Rotation in Image Forensics. 358-372 - Nguyen Thi Hong Anh, Nguyen Duy Viet Toan, Le Hong Trang:
A Convex Optimization Based Method for Color Image Reconstruction. 373-383
Emerging Data Management Systems and Applications
- Dokyung Lee, Syed Muhammad Raza, Moonseong Kim, Hyunseung Choo:
Cost Effective Control Plane Design for Service Assurance in Software Defined Service Function Chaining. 387-400 - Nguyen Dinh Thuan, Hoang Tung:
Using Fuzzy Time Series Model Based on Hedge Algebras and Relationship Groups Following Time Points for Forecasting Time Series. 401-410 - Hoang Huu Viet, Le Van Tan, Son Thanh Cao:
Finding Maximum Stable Matchings for the Student-Project Allocation Problem with Preferences Over Projects. 411-422
Short Papers: Security and Data Engineering
- Amen Faridoon, Mohand Tahar Kechadi:
Data Privacy in Its Three Forms - A Systematic Review. 425-433 - Phan Duy Hung, Nguyen Tien Su:
Incremental Learning for Classifying Vietnamese Herbal Plant. 434-442 - Khang Nhut Lam, Lam Thanh Truong, Jugal Kalita:
Using Topic Models to Label Documents for Classification. 443-451 - Hiep Xuan Huynh, Toan Bao Tran, Quyen Ngoc Pham, Hai Thanh Nguyen:
Genome-Wide Association Analysis for Oat Genetics Using Support Vector Machines. 452-460 - Thanh Nguyen Vu, Thi Dieu Anh Nguyen, Tuan Dinh Le:
Develop High School Students Recommendation System Based on Ontology. 461-468 - Minh-Tuan Truong, Quang-Vinh Dang:
Digital Signatures Using Hardware Security Modules for Electronic Bills in Vietnam: Open Problems and Research Directions. 469-475 - Phan Duy Hung, Bui Thi Loan:
Automatic Vietnamese Passport Recognition on Android Phones. 476-485 - Manh-Hung Tran, Trung Ha Le Hoai, Hyunseung Choo:
A Third-Party Intelligent System for Preventing Call Phishing and Message Scams. 486-492
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