Big Data and Security

5th International Conference, Icbds 2023, Nanjing, China, December 22-24, 2023, Revised Selected Papers, Part II
Herausgegeben:Tian, Yuan; Ma, Tinghuai; Khan, Muhammad Khurram

• Broschiertes Buch

Produktbeschreibung

The two-volume set constitutes the refereed proceedings of the 5th International Conference on Big Data and Security, ICBDS 2023, held in Nanjing, China, during December 22-24, 2023.

The 35 full papers and 1 short paper were carefully reviewed and selected from 161 submissions. They are organized in topical sections as follows:

Part One: Big Data & New Method and Artificial Intelligence & Machine Learning

Part Two: Data Technology & Network Security and IoT Security & Privacy Protection.

Produktdetails

• Communications in Computer and Information Science 2100
• Verlag: Springer / Springer Nature Singapore / Springer, Berlin
• Artikelnr. des Verlages: 978-981-97-4389-6
• 2024
• Seitenzahl: 223
• Erscheinungstermin: 28. August 2024
• Englisch
• Abmessung: 235mm x 155mm
• ISBN-13: 9789819743896
• ISBN-10: 9819743893
• Artikelnr.: 70731258

Inhaltsangabe

.- Data Technology&Network Security.

.- SodStereo: An Effective Multi Task Learning Network for Stereo Matching and Salient Object Detection.

.- Asymptotic Physics informed Neural Networks for Solving Singularly Perturbed Problems.

.- Development of U net neural network for biomedical images with big data.

.- Research on Implementation of BADGE Active Learning to Increase Defect Detection Effectiveness.

.- Stationary Multi scale Hierarchical Dilated Graph Convolution for Multivariate Time Series Anomaly Detection.

.- Design of Human Resource Optimal Allocation Model for Electric Power Construction Enterprises Based on Machine Learning.

.- Research on the construction of digital education cloud resource database based on ant colony algorithm.

.- Simulation of Short-term Prediction Model of Real Estate Price Index Based on Neural Network Algorithm.

.- IoT Security & Privacy Protection.

.- PLMR An Efficient Pre Trained Model for Aircraft Maneuver Recognition.

.- Blockchain based WeChat small program platform: a new type of data security and management solution.

.- A Survey of Edge Computing Resource Allocation and Task Scheduling Optimization.

.- An Algorithm for Analyzing Psychological Characteristics in Music Education Based on Markov Model.

.- Enhancing Privacy Strategy in New Power Systems: Problem Assessment, Comparative Analysis and Suggestions.

.- Internet public opinion evolution model and simulation based on big data and grey clustering algorithm under new media environment.

.- Simulation of Regional Financial and Economic Development Decision Model Based on Decision Tree Algorithm.

.- Simulation Research on Pre-alarm Model of Enterprise Shared Financial Crisis Based on Genetic Algorithm.

.- Research on Accurate Poverty Alleviation Algorithm of Rural Industry Based on Association Rules Mining.

.- Compute First Networking Scheduling Strategy based on Genetic Algorithm in Edge Computing Environment.