Data Information in Online Environments

5th International Conference, DIONE 2024, Sanya, China, November 11, 2024, Proceedings
Herausgegeben:Yu, Weng; Xuan, Liu

• Broschiertes Buch

Produktbeschreibung

This book constitutes the refereed proceedings of the 5th International Conference on Data and Information in Online, DIONE 2024, held in Sanya, China, during November 1 3, 2024.

The 34 full papers were presented in this volume were carefully reviewed and selected from 99 submissions. They focus on Machine Learning and Artificial Intelligence; Optimization and Intelligent Systems; Privacy, Security, and Risk Management; Emerging Applications and Interdisciplinary Research.

Produktdetails

• Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Enginee
• Verlag: Springer / Springer Nature Switzerland / Springer, Berlin
• Artikelnr. des Verlages: 978-3-031-97351-2
• Seitenzahl: 567
• Erscheinungstermin: 11. September 2025
• Englisch
• Abmessung: 235mm x 155mm
• ISBN-13: 9783031973512
• Artikelnr.: 74304652

Inhaltsangabe

.- Machine Learning and Artificial Intelligence.

.- Multimodal Bind for Few-Shot SAR Object Detection in Drone Remote Sensing Images.

.- SAR Moving Target Detection Based on Denoising Diffusion Probabilistic Models.

.- Sequential Recommendation with Hierarchical Filtering and Long- and Short-Term Preference Contrastive Learning.

.- Crossformer Network for RUL Prediction of Lithium-Ion Batteries.

.- KV-KBVQA: Effective KAN Vision Transformer for Kowledge-based Visual Question Answering with Residual Cross-Modal Attention.

.- Criss-cross attention Enhanced Transformer for Image Captioning.

.- Are Fact-Checking Tools Helpful? An Exploration of the Usability of Google Fact Check.

.- A Comparative Study of Machine Learning and Neural Network Models for Phishing Detection.

.- Advancements in Machine Learning Techniques for Diabetes Mellitus: A Review of Progression, Challenges and Future Directions.

.- Optimization and Intelligent Systems.

.- A Method for FlowShop Scheduling Problem by Using Hybrid Ant Algorithm.

.- Target Controllability and Controllability of Second-Order Multi-Agent Systems.

.- Global Citation Recommendation with Context-Aware Temporal Attention Long Short-Term Memory and Filtering Enhanced Learning Module.

.- A Contrastive Learning Method for Ordinary Differential Equation-based Collaborative Filtering.

.- University Network Suggestion Box Based on Text Analysis and WeChat Mini Program.

.- Study of Routing Algorithm for GEO-LEO Two-layer Satellite Network based-on GEO Satellite Congestion Management.

.- Research on overtemparture Diagnosis of Boiler High -Temparture Reheater Based on Improved LSTM - FCN.

.- Defect Detection Method for Power Transmission and Transformation Equipment Based on SAM Data Augmentation and Deformable Convolution.

.- Privacy, Security, and Risk Management.

.- Further Exploration of the REM Model on Community Structure Deception.

.- U-CKAM based on C-KAN and MRF for Medical Image Segmentation.

.- A Novel Feature Clustering Approach for Comprehensive Network Asset Discovery: Methods, Implementation, and Validation.

.- PDP-GAN-DD: Personalized Differential Privacy Generative Adversarial Network Algorithm for Data Desensitization.

.- Medical Data Risk Assessment Method Based on Improved Evidence Theory and Analytic Hierarchy Process.

.- Optimizing ECDSA Algorithm Parameters via Safe Prime Generation integrated on EJBCA.

.- Network intrusion detection based on time heterogeneous graph representation.

.- Emerging Applications and Interdisciplinary Research.

.- The Construction of Community Resilience Evaluation System under the Background of Digital Transformation.

.- SVTR-V3: An Improved Model Based on a Single Visual Recognition Network.

.- Research on the Mechanism of Digital Economy Promoting Resilient Community Construction Empirical Evidence Based on China s Provincial Panel Data.

.- Rule-Based Learning for Explainable XGBoost Internal Threat Detection.

.- A Trusted Measurement Model for The Utilization of Medical Network Resources Based on User Behavior Portraits.

.- Research on classroom behavior recognition based on improved YOLOv8s algorithm.

.- Research on Emotional Cognitive Analysis Based on Knowledge Graph and Dynamic Multi-modal Fusion.

.- Case Retrieval Based on Multi-Dimensional Information Reordering.

.- A System Design for Lung Field Segmentation and Pneumonia Recognition Using U-Net++ and Improved Inception-v3.

.- An Approach to Inpainting Damaged Dunhuang Murals Based on Classifier-Guided Improved Diffusion Model.