Big Data and Security [electronic resource] : 5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023, Revised Selected Papers, Part I / 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 ; 2099Editor: Singapore : Springer Nature Singapore : Imprint: Springer, 2024Edición: 1st ed. 2024Descripción: XIV, 248 p. 97 illus., 75 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9789819743872Tema(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:
-- Big Data&New Method. -- Recurrent Age Recognition based on Manifold Learning. -- Big Data Intelligence Empowered Specialized Disciplines Development Pattern Recognition in Power Industry Universities. -- A Survey on Real-time Semantic Segmentation Based on Deep Learning. -- A Clustering Method for Distribution Network Load Curve Based on Fast DDTW. -- Object Detection Model Based on Attention Mechanism. -- Gas Pressure Prediction and Application with Missing Data Imputation Techniques for Gas Regulator Data. -- Advances, Patterns and Future Potential of Big Data Technology Research for New Energy Sources and Energy Storage Systems. -- Construction of Enterprise Capital Allocation Efficiency Model Based on Fuzzy Clustering Algorithm. -- Artificial Intelligence&Machine Learning. -- Analysing Potential of ResNet for Transfer Learning with Stochastic Depth. -- A Survey of Research Progresses on Instance Segmentation Based on Deep Learning. -- Charting the Landscape of Multi-view Stereo: An In-depth Exploration of Deep Learning Techniques. -- A Survey of Federated Learning: Review,Attacks, Defenses. -- ROMA: Reverse Model-based Data Augmentation for Offline Reinforcement Learning. -- Application Research of Digital Intelligence Technology in Mining Electric Power Equipment Fault Cases: Taking Text Mining Technology as an Example. -- Deep Learning-Based Attribute Graph Clustering: An Overview. -- Construction of demand forecasting model of human resources professional structure based on deep learning. -- Financial management and early warning system of non profit organizations based on artificial neural network.
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.
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-- Big Data&New Method. -- Recurrent Age Recognition based on Manifold Learning. -- Big Data Intelligence Empowered Specialized Disciplines Development Pattern Recognition in Power Industry Universities. -- A Survey on Real-time Semantic Segmentation Based on Deep Learning. -- A Clustering Method for Distribution Network Load Curve Based on Fast DDTW. -- Object Detection Model Based on Attention Mechanism. -- Gas Pressure Prediction and Application with Missing Data Imputation Techniques for Gas Regulator Data. -- Advances, Patterns and Future Potential of Big Data Technology Research for New Energy Sources and Energy Storage Systems. -- Construction of Enterprise Capital Allocation Efficiency Model Based on Fuzzy Clustering Algorithm. -- Artificial Intelligence&Machine Learning. -- Analysing Potential of ResNet for Transfer Learning with Stochastic Depth. -- A Survey of Research Progresses on Instance Segmentation Based on Deep Learning. -- Charting the Landscape of Multi-view Stereo: An In-depth Exploration of Deep Learning Techniques. -- A Survey of Federated Learning: Review,Attacks, Defenses. -- ROMA: Reverse Model-based Data Augmentation for Offline Reinforcement Learning. -- Application Research of Digital Intelligence Technology in Mining Electric Power Equipment Fault Cases: Taking Text Mining Technology as an Example. -- Deep Learning-Based Attribute Graph Clustering: An Overview. -- Construction of demand forecasting model of human resources professional structure based on deep learning. -- Financial management and early warning system of non profit organizations based on artificial neural network.

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.

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