Big Data and Security [electronic resource] : 5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023, Revised Selected Papers, Part II / edited by Yuan Tian, Tinghuai Ma, Muhammad Khurram Khan.

Colaborador(es): Tian, Yuan [editor.] | Ma, Tinghuai [editor.] | Khan, Muhammad Khurram [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Communications in Computer and Information Science ; 2100Editor: Singapore : Springer Nature Singapore : Imprint: Springer, 2024Edición: 1st ed. 2024Descripción: XIV, 208 p. 86 illus., 76 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9789819743902Tema(s): Computer networks  | Artificial intelligence | Computer systems | Computer Communication Networks | Artificial Intelligence | Computer System ImplementationFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 004.6 Clasificación LoC:TK5105.5-5105.9Recursos en línea: Libro electrónicoTexto
Contenidos:
-- 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.
En: Springer Nature eBookResumen: 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.
Star ratings
    Valoración media: 0.0 (0 votos)
Existencias
Tipo de ítem Biblioteca actual Colección Signatura Copia número Estado Fecha de vencimiento Código de barras
Libro Electrónico Biblioteca Electrónica
Colección de Libros Electrónicos 1 No para préstamo

-- 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.

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.

UABC ; Perpetuidad

Con tecnología Koha