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Big data and security = 5th Internat...

International Conference on Big Data and Security (2023 :)

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Big data and security = 5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023 : revised selected papers.. Part I /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Big data and security/ edited by Yuan Tian, Tinghuai Ma, Muhammad Khurram Khan.
其他題名:	5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023 : revised selected papers.
其他題名:	ICBDS 2023
其他作者:	Tian, Yuan.
團體作者:	International Conference on Big Data and Security
出版者:	Singapore :Springer Nature Singapore : : 2024.,
面頁冊數:	xiv, 248 p. :ill. (some col.), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Computer security - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-97-4387-2
ISBN:	9789819743872

Big data and security = 5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023 : revised selected papers.. Part I /
Big data and security5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023 : revised selected papers.Part I /[electronic resource] :ICBDS 2023edited by Yuan Tian, Tinghuai Ma, Muhammad Khurram Khan. - Singapore :Springer Nature Singapore :2024. - xiv, 248 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,20991865-0937 ;. - Communications in computer and information science ;2099..

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.

ISBN: 9789819743872

Standard No.: 10.1007/978-981-97-4387-2doiSubjects--Topical Terms:

622818
Computer security
--Congresses.

LC Class. No.: QA76.9.A25

Dewey Class. No.: 005.8

Big data and security = 5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023 : revised selected papers.. Part I /
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