Computer Applications in Industry and Engineering

Computer Applications in Industry and Engineering

37th International Conference, CAINE 2024, San Diego, CA, USA, October 21-22, 2024, Proceedings

Roy, Indranil; Kambhampaty, Krishna K; Hu, Gongzhu

Springer International Publishing AG

12/2024

220

Mole

9783031762727

Pré-lançamento - envio 15 a 20 dias após a sua edição

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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.
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autonomous systems;big data analytics;neural networks;distributed systems;bioinformatics;pattern recognition;embedded systems;image processing;computer security;software engineering;wireless networks;human-computer interface