Computational Data and Social Networks
Springer Nature (Verlag)
978-981-97-0668-6 (ISBN)
The 23 full papers and 14 short papers presented in this book were carefully reviewed and selected from 64 submissions. The papers are divided into the following topical sections: machine learning and prediction; optimization; security and blockchain; and network analysis.
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.
| Erscheinungsdatum | 02.03.2024 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science |
| Zusatzinfo | 92 Illustrations, color; 40 Illustrations, black and white; XIV, 433 p. 132 illus., 92 illus. in color. |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Netzwerke ► Sicherheit / Firewall |
| Informatik ► Theorie / Studium ► Algorithmen | |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Artificial Intelligence • Computer Science • Computer Security • Correlation Analysis • Databases • Data Mining • Education • graph theory • Human-Computer Interaction (HCI) • Information Retrieval • machine learning • Mathematics • Network Protocols • Signal Processing • Social Networks • Telecommunication networks • Telecommunication Systems • telecommunication traffic • theoretical computer science • World Wide Web |
| ISBN-10 | 981-97-0668-8 / 9819706688 |
| ISBN-13 | 978-981-97-0668-6 / 9789819706686 |
| Zustand | Neuware |
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