國立高雄大學圖資館 |

登入

回首頁

Computer applications in industry and engineering37th International Conference, CAINE 2024, San Diego, CA, USA, October 21-22, 2024 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Computer applications in industry and engineeringedited by Gongzhu Hu, Krishna K Kambhampaty, Indranil Roy.
其他題名:	37th International Conference, CAINE 2024, San Diego, CA, USA, October 21-22, 2024 : proceedings /
其他題名:	CAINE 2024
其他作者:	Hu, G.
團體作者:
出版者:	Cham :Springer Nature Switzerland :2025.
面頁冊數:	x, 230 p. :ill. (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Machine learningCongresses.
電子資源:	https://doi.org/10.1007/978-3-031-76273-4
ISBN:	9783031762734$q(electronic bk.)

Computer applications in industry and engineering37th International Conference, CAINE 2024, San Diego, CA, USA, October 21-22, 2024 : proceedings /
Computer applications in industry and engineering37th International Conference, CAINE 2024, San Diego, CA, USA, October 21-22, 2024 : proceedings /[electronic resource] :CAINE 2024edited by Gongzhu Hu, Krishna K Kambhampaty, Indranil Roy. - Cham :Springer Nature Switzerland :2025. - x, 230 p. :ill. (chiefly color), digital ;24 cm. - Communications in computer and information science,22421865-0937 ;. - Communications in computer and information science ;229..

Machine Learning and AI Applications -- Development and Optimization of an Ultra-Lightweight Deep Spoken Keyword Spotting Model for FPGA Acceleration -- Hybrid AI Techniques for Non-Invasive Fault Detection with Experimental Validation -- An Interactive Question-Answer Based System on Alzheimer's Disease Using Retrieval Augmented Generation -- Assessing the Impact of Prompt Strategies on Text Summarization with Large Language Models -- Evaluation of Effectiveness for Prompts and Generative AI Responses -- Blockchain and Security -- Securing RC Based P2P Networks: A Blockchain-Based Access Control Framework Utilizing Ethereum Smart Contracts for IoT and Web 3.0 -- Integrating Blockchain-Based Security and Privacy with QML in Edge Computing for 6G Networks -- An Analysis of Malicious Behaviors of Open-Source Packages Using Dynamic Analysis -- Accessible Cybersecurity Education through Prompt Tree Structure -- Parallel Computing and Algorithms -- Bayesian Parameter Inference in Stochastic Biochemical Models using Moment Approximations -- Introducing Multidimensional Parallel Decoder to Reduce Cost of Implementation and Latency -- Introducing Novel Parallel Computing Using Orbital Data -- Data Processing and Image Analysis -- Image Segmentation Network Based on Convolutional Layers, a Clustering Layer, and Cluster Classification -- Measuring API Usability and the Environment: A YouTube API Case Study -- Networking and Edge Computing -- Enabling Seamless Healthcare Services with RC-Based Geographical Peer-to-Peer Fog Architecture in Healthcare 4.0 -- Applying Skyline Operator and Taxicab Geometry to Identify Optimal Locations for Establishing Business Properties -- Cryptography and Pseudorandom Generators -- A New Pseudorandom Binary Generator Based on Nonlinear Feedback Registers with Boolean Function Combined Using Multiplexers.

This book constitutes the proceedings of the 37th International Conference on Computer Applications in Industry and Engineering, CAINE 2024, which took place in San Diego, USA, in October 2024. The 17 full papers presented in these proceedings were carefully reviewed and selected for inclusion in the book. They were organized in topical sections as follows: Machine learning and AP applications; blockchain and security; parallel computing and algorithms; data processing and image analysis; networking and edge computing; and cryptography and pseudorandom generators.

ISBN: 9783031762734$q(electronic bk.)

Standard No.: 10.1007/978-3-031-76273-4doiSubjects--Topical Terms:

384498
Machine learning
--Congresses.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Computer applications in industry and engineering37th International Conference, CAINE 2024, San Diego, CA, USA, October 21-22, 2024 : proceedings /
LDR:03649nmm a2200349 a 4500 001 678512
003 DE-He213
005 20241221115226.0
006 m o d
007 cr nn 008maaau
008 251031s2025 sz s 0 eng d
020 $a 9783031762734$q(electronic bk.)
020 $a 9783031762727$q(paper)
024 7 $a 10.1007/978-3-031-76273-4 $2 doi
035 $a 978-3-031-76273-4
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5
072 7 $a UF $2 bicssc
072 7 $a COM005000 $2 bisacsh
072 7 $a UXJ $2 thema
082 0 4 $a 006.31 $2 23
090 $a Q325.5 $b .I61 2024
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Computer applications in industry and engineering $h [electronic resource] : $b 37th International Conference, CAINE 2024, San Diego, CA, USA, October 21-22, 2024 : proceedings / $c edited by Gongzhu Hu, Krishna K Kambhampaty, Indranil Roy.
246 3 $a CAINE 2024
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2025.
300 $a x, 230 p. : $b ill. (chiefly color), digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 2242
505 0 $a Machine Learning and AI Applications -- Development and Optimization of an Ultra-Lightweight Deep Spoken Keyword Spotting Model for FPGA Acceleration -- Hybrid AI Techniques for Non-Invasive Fault Detection with Experimental Validation -- An Interactive Question-Answer Based System on Alzheimer's Disease Using Retrieval Augmented Generation -- Assessing the Impact of Prompt Strategies on Text Summarization with Large Language Models -- Evaluation of Effectiveness for Prompts and Generative AI Responses -- Blockchain and Security -- Securing RC Based P2P Networks: A Blockchain-Based Access Control Framework Utilizing Ethereum Smart Contracts for IoT and Web 3.0 -- Integrating Blockchain-Based Security and Privacy with QML in Edge Computing for 6G Networks -- An Analysis of Malicious Behaviors of Open-Source Packages Using Dynamic Analysis -- Accessible Cybersecurity Education through Prompt Tree Structure -- Parallel Computing and Algorithms -- Bayesian Parameter Inference in Stochastic Biochemical Models using Moment Approximations -- Introducing Multidimensional Parallel Decoder to Reduce Cost of Implementation and Latency -- Introducing Novel Parallel Computing Using Orbital Data -- Data Processing and Image Analysis -- Image Segmentation Network Based on Convolutional Layers, a Clustering Layer, and Cluster Classification -- Measuring API Usability and the Environment: A YouTube API Case Study -- Networking and Edge Computing -- Enabling Seamless Healthcare Services with RC-Based Geographical Peer-to-Peer Fog Architecture in Healthcare 4.0 -- Applying Skyline Operator and Taxicab Geometry to Identify Optimal Locations for Establishing Business Properties -- Cryptography and Pseudorandom Generators -- A New Pseudorandom Binary Generator Based on Nonlinear Feedback Registers with Boolean Function Combined Using Multiplexers.
520 $a This book constitutes the proceedings of the 37th International Conference on Computer Applications in Industry and Engineering, CAINE 2024, which took place in San Diego, USA, in October 2024. The 17 full papers presented in these proceedings were carefully reviewed and selected for inclusion in the book. They were organized in topical sections as follows: Machine learning and AP applications; blockchain and security; parallel computing and algorithms; data processing and image analysis; networking and edge computing; and cryptography and pseudorandom generators.
650 0 $a Machine learning $v Congresses. $3 384498
650 0 $a Computer security $v Congresses. $3 383239
650 0 $a Blockchains (Databases) $3 774478
650 1 4 $a Computer Application in Administrative Data Processing. $3 914917
650 2 4 $a Big Data. $3 760530
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 274492
650 2 4 $a User Interfaces and Human Computer Interaction. $3 274517
700 1 $a Hu, G. $3 991936
700 1 $a Kambhampaty, Krishna K. $3 991937
700 1 $a Roy, Indranil. $3 991938
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/10.1007/978-3-031-76273-4
950 $a Computer Science (SpringerNature-11645)