國立高雄大學圖資館 |

Language: English

Back

Big Data11th CCF Conference, BigData 2023, Nanjing, China, September 8-10, 2023 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Big Dataedited by Enhong Chen ... [et al.].
Reminder of title:	11th CCF Conference, BigData 2023, Nanjing, China, September 8-10, 2023 : proceedings /
remainder title:	BigData 2023
other author:	Chen, Enhong.
corporate name:
Published:	Singapore :Springer Nature Singapore :2023.
Description:	xiv, 195 p. :ill. (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Big dataCongresses.
Online resource:	https://doi.org/10.1007/978-981-99-8979-9
ISBN:	9789819989799$q(electronic bk.)

Big Data11th 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 ;229..

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$q(electronic bk.)

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

592065
Big data
--Congresses.

LC Class. No.: QA76.9.B45

Dewey Class. No.: 005.7

Big Data11th CCF Conference, BigData 2023, Nanjing, China, September 8-10, 2023 : proceedings /
LDR:02675nmm a2200349 a 4500 001 653184
003 DE-He213
005 20231214201736.0
006 m d
007 cr nn 008maaau
008 240426s2023 si s 0 eng d
020 $a 9789819989799$q(electronic bk.)
020 $a 9789819989782$q(paper)
024 7 $a 10.1007/978-981-99-8979-9 $2 doi
035 $a 978-981-99-8979-9
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.B45
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 005.7 $2 23
090 $a QA76.9.B45 $b C386 2023
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 0 0 $a Big Data $h [electronic resource] : $b 11th CCF Conference, BigData 2023, Nanjing, China, September 8-10, 2023 : proceedings / $c edited by Enhong Chen ... [et al.].
246 3 $a BigData 2023
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2023.
300 $a xiv, 195 p. : $b ill. (chiefly color), digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 2005
505 0 $a 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.
520 $a 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.
650 0 $a Big data $v Congresses. $3 592065
650 1 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 274492
650 2 4 $a Computer Application in Administrative Data Processing. $3 914917
700 1 $a Chen, Enhong. $3 963583
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 229. $3 547963
856 4 0 $u https://doi.org/10.1007/978-981-99-8979-9
950 $a Computer Science (SpringerNature-11645)