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024 7 _a10.1007/978-981-97-4390-2
_2doi
050 4 _aTK5105.5-5105.9
072 7 _aUKN
_2bicssc
072 7 _aCOM043000
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072 7 _aUKN
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245 1 0 _aBig Data and Security
_h[electronic resource] :
_b5th International Conference, ICBDS 2023, Nanjing, China, December 22–24, 2023, Revised Selected Papers, Part II /
_cedited by Yuan Tian, Tinghuai Ma, Muhammad Khurram Khan.
250 _a1st ed. 2024.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2024.
300 _aXIV, 208 p. 86 illus., 76 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v2100
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 _aThe 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.
650 0 _aComputer networks .
_960157
650 0 _aArtificial intelligence.
_958441
650 0 _aComputer systems.
650 1 4 _aComputer Communication Networks.
_965689
650 2 4 _aArtificial Intelligence.
_958441
650 2 4 _aComputer System Implementation.
700 1 _aTian, Yuan.
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700 1 _aMa, Tinghuai.
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700 1 _aKhan, Muhammad Khurram.
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710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aCommunications in Computer and Information Science,
_x1865-0937 ;
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_966508
856 4 0 _uhttps://doi.org/10.1007/978-981-97-4390-2
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