Computational Data and Social Networks -

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Résumé :
Machine Learning and Prediction: An Approach Using Threshold-Based Noise Reduction and Fine-tuned ShuffleNetV2 for Plant Leaf Disease Detection.- Enhancing Visual Question Answering with Generated Image Caption.- A Gaussian Distribution Labeling Method for Speech Quality Assessment.- TextFocus: Efficient Multi-Scale Detection for Arbitrary Scene Text.- Fake Face Recognition on Images Generated by Various Deepfakes Tools.- Multi-scale Aggregation Network for Speech Emotion Recognition.- ViEcomRec: A Novel Dataset for Recommendation Systems in Vietnamese E-commerce For Face Cleanser Products.- Untargeted Code Authorship Evasion with Seq2Seq Transformation.- Mining the Potential Temporal Features based on Wearable EEG Signals for Driving State Analysis.- VN-Legal-KG: Vietnam Legal Knowledge Graph for Legal Statute Identification on Land Law Matters.- CombiGCN: An effective GCN model for Recommender System.- Unveiling Sentiments in Vietnamese Education Texts: Could Large Language Model beat PhoBERT?.- Portfolio Construction based on Time Series Clustering Method: Evidence in Vietnamese Stock Market.- An Approach for Web Content Classification with FastText.- Optimization: Continuous Length-Bounded Paths Interdiction.- A* search algorithm for an optimal investment problem in Vehicle-Sharing system.- The Matheuristic for Building Cost-Constrained Decision Trees with Multiple Condition Attributes.- Fast Bicriteria Approximation Algorithm for Minimum Cost Submodular Cover Problem.- Mixed Integer Linear Programming-based Methods for The Optimal Time-Constrained Cost-Sensitive Decision Tree.- Solving Time-Dependent Traveling Salesman Problem with Time Windows under Generic Time-Dependent Travel Cost.- Improved Streaming Algorithm for Minimum Cost Submodular Cover Problem.- Deletion-Robust Submodular Maximization under the Cardinality Constraint over the Integer Lattice.- Evolutionary Parameter Optimization: A Novel Control Strategy for Chaotic Environments.- Security and Blockchain: The Infrastructure Utilization of Free Contents Websites Reveal their Security Characteristics: A Correlation Analysis.- Understanding the Utilization of Cryptocurrency in the Metaverse and Security Implications.- Blockchain and IoT for Enhanced Traceability in Waste Treatment Processes: A Microservice and Brokerless Approach.- Towards a management system of blood and its products based on Blockchain, smart contracts, and NFT: a case study in Vietnam.- Secure Conversation: A View From Physical Layer.- MIDAS: A Multi-chain Interoperable Data and Access System for Healthcare.- Network Analysis: Leveraging GNNs and Node Entropy for Anomaly Detection: Revealing Misinformation Spreader on Twitter Network.- Air Transportation Network Backbone Extraction: A Comparative Analysis of Structural Filtering Techniques.- Multiplex network approach for modeling the spread of African swine fever in Poland.- Identification and Analysis of the Spread of Misinformation on Social Media Modeling the change of public opinion caused by opinion posts' dissemination in social networks.- Scalable Deep Metric Learning on Attributed Graphs.- Deep Learning Based Model for Stress Measurement in Online Social Networks.- Stress Expression Identification Model for Emotion-Driven Association Calculation over Social Network Blogs....

Biographie:
optimization...

Sommaire:
This book constitutes the refereed conference proceedings of the 12th International Conference on Computational Data and Social Networks, CSoNet 2023, held in Hanoi, Vietnam, in December 2023.