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Big data and security5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023 : revised selected papers.Part II /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Big data and securityedited by Yuan Tian, Tinghuai Ma, Muhammad Khurram Khan.
Reminder of title:	5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023 : revised selected papers.
other author:	Tian, Yuan.
corporate name:
Published:	Singapore :Springer Nature Singapore :2024.
Description:	xiv, 208 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Computer securityCongresses.
Online resource:	https://doi.org/10.1007/978-981-97-4390-2
ISBN:	9789819743902$q(electronic bk.)

Big data and security5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023 : revised selected papers.Part II /
Big data and security5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023 : revised selected papers.Part II /[electronic resource] :edited by Yuan Tian, Tinghuai Ma, Muhammad Khurram Khan. - Singapore :Springer Nature Singapore :2024. - xiv, 208 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,21001865-0937 ;. - Communications in computer and information science ;229..

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.

ISBN: 9789819743902$q(electronic bk.)

Standard No.: 10.1007/978-981-97-4390-2doiSubjects--Topical Terms:

383239
Computer security
--Congresses.

LC Class. No.: QA76.9.A25

Dewey Class. No.: 005.8

Big data and security5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023 : revised selected papers.Part II /
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505 0 $a 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.
520 $a 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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650 2 4 $a Computer System Implementation. $3 276333
700 1 $a Tian, Yuan. $3 875966
700 1 $a Ma, Tinghuai. $3 875967
700 1 $a Khan, Muhammad Khurram. $3 875968
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