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International Conference on Computer Applications in Industry and Engineering (2024 :)

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Computer applications in industry and engineering = 37th 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 engineering/ edited 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:	International Conference on Computer Applications in Industry and Engineering
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	x, 230 p. :ill. (chiefly color), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Machine learning - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-76273-4
ISBN:	9783031762734

Computer applications in industry and engineering = 37th 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 ;2242..

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

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

576368
Machine learning
--Congresses.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Computer applications in industry and engineering = 37th International Conference, CAINE 2024, San Diego, CA, USA, October 21-22, 2024 : proceedings /
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