國立虎尾科技大學 |

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-語言資料,印刷品 : 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:	Workshop on the Preservation of Stability under Discretization
出版者:	Singapore :Springer Nature Singapore : : 2024.,
面頁冊數:	xiv, 248 p. :ill. (some col.), digital ; : 24 cm.;
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 ;311..

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:

574522
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 /
LDR:03343nam a2200349 a 4500 001 1133701
003 DE-He213
005 20240720125230.0
006 m d
007 cr nn 008maaau
008 241213s2024 si s 0 eng d
020 $a 9789819743872 $q (electronic bk.)
020 $a 9789819743865 $q (paper)
024 7 $a 10.1007/978-981-97-4387-2 $2 doi
035 $a 978-981-97-4387-2
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.A25
072 7 $a UKN $2 bicssc
072 7 $a COM043000 $2 bisacsh
072 7 $a UKN $2 thema
082 0 4 $a 005.8 $2 23
090 $a QA76.9.A25 $b I61 2023
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Big data and security $h [electronic resource] : $b 5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023 : revised selected papers. $n Part I / $c edited by Yuan Tian, Tinghuai Ma, Muhammad Khurram Khan.
246 3 $a ICBDS 2023
260 $a Singapore : $c 2024. $b Springer Nature Singapore : $b Imprint: Springer,
300 $a xiv, 248 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 2099
505 0 $a 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.
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.
650 0 $a Computer security $v Congresses. $3 574522 $3 727780
650 0 $a Big data $v Congresses. $3 882536
650 1 4 $a Computer Communication Networks. $3 669310
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Computer System Implementation. $3 669803
700 1 $a Tian, Yuan. $3 1190411
700 1 $a Ma, Tinghuai. $3 1077113
700 1 $a Khan, Muhammad Khurram. $e editor. $3 1272255
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 311. $3 881211
856 4 0 $u https://doi.org/10.1007/978-981-97-4387-2
950 $a Computer Science (SpringerNature-11645)