Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications

This two-volume set CCIS 2309-2310 constitutes the refereed proceedings of the 11th International Conference on Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4. 0 Applications, FDSE 2024, held in Binh Duong, Vietnam, during November 27-29, 2024.

The 44 full papers, 12 short papers and 1 keynote paper were carefully reviewed and selected from 189 submissions. They were organized in topical sections as follows: advances in machine learning for big data analytics; security and privacy engineering; data analytics and healthcare systems; smart city and industry 4. 0 applications; big data query processing and optimization; and short papers; security and data engineering.

. - Advances in Machine Learning for Big Data Analytics.
. - Parameters Identification Based on Deep Neural Networks for the Microplane Material Model of UHPC under Uni-axial Compression.
. - Predicting Bitcoin s Price: A Critical Review of Forecasting Models and Method.
. - Enhancing Explainable Herbal Recognition with Vision Transformer Features and SVM.
. - Session-based Product Recommendation using Graph Neuron Net-works.
. - Improving The Polyp Image Segmentation Based on Parallel Reverse Attention Network.
. - Security and Privacy Engineering.
. - Adversarial Perturbations for License Plate Information Privacy.
. - IU-VecCert: A Scalable Credentials Issuance Protocol Using Non-Interactive Vector Commitment Scheme.
. - A Study on Deep Graph Neural Networks for Security Vulnerabilities Detection in Web Applications.
. - Secure as a Service VNF: A Proposed VNF Architecture for Proac-tive Malware Detection during File Downloads in Enterprises.
. - Data Analytics and Healthcare Systems.
. - Enhancing Efficiency of Multi-Label X-Ray Image Classification with Self Supervised Learning Based on Compact Swin Transformers.
. - Curated Colon Disease Diagnosis using Principal Component Analy-sis and Deep Learning with Integrated Gradient.
. - Clinical Data-Driven Explainable AI for COVID-19 Treatment Out-come Analysis.
. - Medical Signal Analysis for Early ECG Classification using Machine Learning Models.
. - Detection and Classification of Liver Lesions Using Vision Trans-former and Active Learning.
. - Detection and Classification of Osteoarthritis using Vision Trans-former in Distributed Environment.
. - Smart City and Industry 4. 0 Applications.
. - Legal-Onto Model for Efficient Land Law Updates in Vietnam.
. - Exploring Distillation Models for Cultural Heritage Preservation: Traditional Vietnamese Instruments.
. - Optimizing Customer Feedback Analysis with BERT - based Senti-ment Classification: A Case Study of Toyota Dong Sai Gon.
. - Estimating Traffic Density Using Convolutional Neural Networks Based on Crowd Counting.
. - MedQAS: A Medical Question Answering System Based on Finetun-ing Large Language Models.
. - Machine Learning UHF-RFID to Support Video Tracking and Rec-ommendation for Attendance System.
. - Short Papers: Security and Data Engineering.
. - A Pronunciation Practice System Based on Pre-Trained Deep Learn-ing Models.
. - An Automatic System Architecture Applying XAI for Dataset Fea-ture Selection in Supervised Learning.
. - Entity Labeling and Data Analysis Framework.
. - SVSD: A Comprehensive Framework for Vietnamese Sentiment Analysis.
. - A YoloX-based Approach for Detecting Human and Classifying their own pet to Monitor and Improve Services at the Veterinary clinic.
. - Intrusion detection in Internet of Medical Things.