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Big Data = 11th CCF Conference, BigData 2023, Nanjing, China, September 8-10, 2023 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Big Data/ edited by Enhong Chen ... [et al.].
其他題名:	11th CCF Conference, BigData 2023, Nanjing, China, September 8-10, 2023 : proceedings /
其他題名:	BigData 2023
其他作者:	Chen, Enhong.
團體作者:	CCF BigData (Conference)
出版者:	Singapore :Springer Nature Singapore : : 2023.,
面頁冊數:	xiv, 195 p. :ill. (chiefly color), digital ;24 cm.
內容註:	Long-term and Short-term Perception in Knowledge Tracing -- A Transfer Learning Enhanced Decomposition-Based Hybrid Framework for Forecasting Multiple Time-Series -- Dataset Search over Integrated Metadata from China's Public Data Open Platforms -- Integrating DCNNs with Genetic Algorithm for Diabetic Retinopathy Classification -- The Convolutional Neural Network Combing Feature-aligned and Attention Pyramid for Fine-Grained Visual Classification -- OCWYOLO:A Road Depression Detection Method -- Explicit Exploring Geometric Modality for Shape-enhanced Single-view 3D Face Reconstruction -- Fine edge and texture prior guided super resolution reconstruction network -- UD-GCN: Uncertainty-Based Semi-Supervised Deep GCN for Imbalanced Node Classification -- Twin Support Vector Regression with Privileged Information -- Detecting Social Robots Based on Multi-View Graph Transformer -- Scheduling Containerized Workflow in Multi-Cluster Kubernetes -- A Study of Electricity Theft Detection Method Based on Anomaly Transformer -- Application and Research on a Large Model Training Method Based on Instruction Fine-Tuning in Domain-Specific Tasks.
Contained By:	Springer Nature eBook
標題:	Big data - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-99-8979-9
ISBN:	9789819989799

Big Data = 11th CCF Conference, BigData 2023, Nanjing, China, September 8-10, 2023 : proceedings /
Big Data11th CCF Conference, BigData 2023, Nanjing, China, September 8-10, 2023 : proceedings /[electronic resource] :BigData 2023edited by Enhong Chen ... [et al.]. - Singapore :Springer Nature Singapore :2023. - xiv, 195 p. :ill. (chiefly color), digital ;24 cm. - Communications in computer and information science,20051865-0937 ;. - Communications in computer and information science ;2005..

Long-term and Short-term Perception in Knowledge Tracing -- A Transfer Learning Enhanced Decomposition-Based Hybrid Framework for Forecasting Multiple Time-Series -- Dataset Search over Integrated Metadata from China's Public Data Open Platforms -- Integrating DCNNs with Genetic Algorithm for Diabetic Retinopathy Classification -- The Convolutional Neural Network Combing Feature-aligned and Attention Pyramid for Fine-Grained Visual Classification -- OCWYOLO:A Road Depression Detection Method -- Explicit Exploring Geometric Modality for Shape-enhanced Single-view 3D Face Reconstruction -- Fine edge and texture prior guided super resolution reconstruction network -- UD-GCN: Uncertainty-Based Semi-Supervised Deep GCN for Imbalanced Node Classification -- Twin Support Vector Regression with Privileged Information -- Detecting Social Robots Based on Multi-View Graph Transformer -- Scheduling Containerized Workflow in Multi-Cluster Kubernetes -- A Study of Electricity Theft Detection Method Based on Anomaly Transformer -- Application and Research on a Large Model Training Method Based on Instruction Fine-Tuning in Domain-Specific Tasks.

This book constitutes the refereed proceedings of the 11th CCF Conference on BigData 2023, which took place in Nanjing, China, in September 2023. The 14 full papers presented in this volume were carefully reviewed and selected from 69 submissions. The topics of accepted papers include theories and methods of data science, algorithms and applications of big data.

ISBN: 9789819989799

Standard No.: 10.1007/978-981-99-8979-9doiSubjects--Topical Terms:

3166510
Big data
--Congresses.

LC Class. No.: QA76.9.B45

Dewey Class. No.: 005.7

Big Data = 11th CCF Conference, BigData 2023, Nanjing, China, September 8-10, 2023 : proceedings /
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