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 [1st ed.] 9789813343696, 9789813343702

Table of contents :
Front Matter ....Pages i-xiv
Front Matter ....Pages 1-1
On the Potential of Numerical Association Rule Mining (Minakshi Kaushik, Rahul Sharma, Sijo Arakkal Peious, Mahtab Shahin, Sadok Ben Yahia, Dirk Draheim)....Pages 3-20
Applying Peer-to-Peer Networks for Decentralized Customer-to-Customer Ecommerce Model (Tu Kha Huynh, Hai-Duong Le, Sinh Van Nguyen, Ha Manh Tran)....Pages 21-34
An Elastic Data Conversion Framework for Data Integration System (Tran Khanh Dang, Manh Huy Ta, Le Hoang Nguyen)....Pages 35-50
A Novel Model Using CDN, P2P, and IPFS for Content Delivery (Tien-Thao Nguyen, Ba-Lam Do)....Pages 51-62
Course Recommendation with Deep Learning Approach (Tran Thanh Dien, Luu Hoai-Sang, Nguyen Thanh-Hai, Nguyen Thai-Nghe)....Pages 63-77
Py_ape: Text Data Acquiring, Extracting, Cleaning and Schema Matching in Python (Bich-Ngan T. Nguyen, Phuong N. H. Phạm, Vu Thanh Nguyen, Phan Quoc Viet, Le Dinh Tuan, Vaclav Snasel)....Pages 78-89
Front Matter ....Pages 91-91
Improving ModSecurity WAF with Machine Learning Methods (Ngoc-Tin Tran, Van-Hoa Nguyen, Thanh Nguyen-Le, Khuong Nguyen-An)....Pages 93-107
An Elastic Anonymization Framework for Open Data (Trung Hieu Le, Tran Khanh Dang)....Pages 108-119
A Computer Virus Detection Method Based on Information from PE Structure of Files Combined with Deep Learning Models (Vu Thanh Nguyen, Vu Thanh Hien, Le Dinh Tuan, Mai Viet Tiep, Nguyen Hoang Anh, Pham Thi Vuong)....Pages 120-129
Automatic Attendance System Based on Face Recognition Using HOG Features and Cosine Distance (Thanh-Hai Nguyen, Cong-Tinh Dao, Nguyen-Minh-Thao Phan, Thi-Ngoc-Cham Nguyen, Tan-Tai Phan, Huynh-Ngoc Pham)....Pages 130-148
Front Matter ....Pages 149-149
Ontology-Based Shrimp and Fish Diseases Diagnosis (An C. Tran, M. Fukuzawa)....Pages 151-165
Deep Learning-Based Methods for Plant Disease (Vu Thanh Nguyen, Triet Quang Duong, Tuan Dinh Le, Anh Thi Dieu Nguyen)....Pages 166-177
Uberwasted App for Reporting and Collecting Waste Using Location Based and Deep Learning Technologies (Binh Thanh Nguyen, Dat Ho Tan, Hien Vo Thi Dieu, Dat Nguyen Khac, Huy Truong Dinh)....Pages 178-188
A Flexible Internet of Things Architecture for Data Gathering and Monitoring System (Khuat Duc Anh, Le Dinh Huynh, Phan Duy Hung)....Pages 189-199
Recognition and Quantity Estimation of Pastry Images Using Pre-training Deep Convolutional Networks (An C. Tran, Nghi C. Tran, Nghia Duong-Trung)....Pages 200-214
Forecasting Sensor Data Using Multivariate Time Series Deep Learning (Nguyen Thai-Nghe, Nguyen Thanh-Hai)....Pages 215-229
A Template-Based Approach for Generating Vietnamese References from Flat MR Dataset in Restaurant Domain (Dang Tuan Nguyen, Trung Tran)....Pages 230-245
Front Matter ....Pages 247-247
A Synthetic Data Generation Model for Diabetic Foot Treatment (Jayun Hyun, Seo Hu Lee, Ha Min Son, Ji-Ung Park, Tai-Myoung Chung)....Pages 249-264
An Approach for Skin Lesions Classification with a Shallow Convolutional Neural Network (Hiep Xuan Huynh, Loan Thanh Thi Truong, Cang Anh Phan, Hai Thanh Nguyen)....Pages 265-280
Detection and Classification of Brain Hemorrhage Using Hounsfield Unit and Deep Learning Techniques (Anh-Cang Phan, Hung-Phi Cao, Thanh-Ngoan Trieu, Thuong-Cang Phan)....Pages 281-293
Inflammatory Bowel Disease Classification Improvement with Metagenomic Data Binning Using Mean-Shift Clustering (Nhi Yen Kim Phan, Hai Thanh Nguyen)....Pages 294-308
Front Matter ....Pages 309-309
Additional Learning on Object Detection: A Novel Approach in Pornography Classification (Hoang-Loc Tran, Quang-Huy Nguyen, Dinh-Duy Phan, Thanh-Thien Nguyen, Khac-Ngoc-Khoi Nguyen, Duc-Lung Vu)....Pages 311-324
Proposing the Development of Dataset of Cartoon Character using DCGAN Model (Phat Nguyen Huu, Thuong Nguyen Thi Mai, Quang Tran Minh, Hieu Nguyen Trong)....Pages 325-339
Feature Selection Using Local Interpretable Model-Agnostic Explanations on Metagenomic Data (Nguyen Thanh-Hai, Toan Bao Tran, An Cong Tran, Nguyen Thai-Nghe)....Pages 340-357
ORB for Detecting Copy-Move Regions with Scale and Rotation in Image Forensics (Kha-Tu Huynh, Tu-Nga Ly, Thuong Le-Tien)....Pages 358-372
A Convex Optimization Based Method for Color Image Reconstruction (Nguyen Thi Hong Anh, Nguyen Duy Viet Toan, Le Hong Trang)....Pages 373-383
Front Matter ....Pages 385-385
Cost Effective Control Plane Design for Service Assurance in Software Defined Service Function Chaining (Dokyung Lee, Syed Muhammad Raza, Moonseong Kim, Hyunseung Choo)....Pages 387-400
Using Fuzzy Time Series Model Based on Hedge Algebras and Relationship Groups Following Time Points for Forecasting Time Series (Nguyen Dinh Thuan, Hoang Tung)....Pages 401-410
Finding Maximum Stable Matchings for the Student-Project Allocation Problem with Preferences Over Projects (Hoang Huu Viet, Le Van Tan, Son Thanh Cao)....Pages 411-422
Front Matter ....Pages 423-423
Data Privacy in Its Three Forms – A Systematic Review (Amen Faridoon, Mohand Tahar Kechadi)....Pages 425-433
Incremental Learning for Classifying Vietnamese Herbal Plant (Phan Duy Hung, Nguyen Tien Su)....Pages 434-442
Using Topic Models to Label Documents for Classification (Khang Nhut Lam, Lam Thanh Truong, Jugal Kalita)....Pages 443-451
Genome-Wide Association Analysis for Oat Genetics Using Support Vector Machines (Hiep Xuan Huynh, Toan Bao Tran, Quyen Ngoc Pham, Hai Thanh Nguyen)....Pages 452-460
Develop High School Students Recommendation System Based on Ontology (Thanh Nguyen Vu, Thi Dieu Anh Nguyen, Tuan Dinh Le)....Pages 461-468
Digital Signatures Using Hardware Security Modules for Electronic Bills in Vietnam: Open Problems and Research Directions (Minh-Tuan Truong, Quang-Vinh Dang)....Pages 469-475
Automatic Vietnamese Passport Recognition on Android Phones (Phan Duy Hung, Bui Thi Loan)....Pages 476-485
A Third-Party Intelligent System for Preventing Call Phishing and Message Scams (Manh-Hung Tran, Trung Ha Le Hoai, Hyunseung Choo)....Pages 486-492
Back Matter ....Pages 493-494

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