Full Description
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.
Contents
.- 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.
