High Performance Computing, Smart Devices and Networks : Select Proceedings of CHSN 2022 / / edited by Ruchika Malhotra, L. Sumalatha, S. M. Warusia Yassin, Ripon Patgiri, Naresh Babu Muppalaneni

• Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
• Edizione: 1st ed. 2024.
• Descrizione fisica: 1 online resource (576 pages)
• Disciplina: 004.6
• Soggetto topico: Computer engineering; Computer networks; Electronic digital computers - Evaluation; Artificial intelligence; Computer Engineering and Networks; System Performance and Evaluation; Artificial Intelligence
• Persona (resp. second.): MalhotraRuchika
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: Analysis of Prevalence of Flat Foot in Primary School Children -- The development of advanced deep learning-based EoR Signal separation techniques -- An Integrated Deep Learning Deepfakes Detection Method (IDL-DDM) -- Melanoma Detection Using Convolutional Neural Networks -- Reinforcement Learning Based Spectrum Sensing And Resource Allocation In WSN-IoT Smart Applications -- Planning and Construction of a Quantum Model of the SHA-1 Algorithm Using IBM’s Qiskit -- Machine Learning Based Path-loss Estimation Model for a 2.4 GHz ZigBee Network -- Heart Device for expectation of coronary illness utilizing Internet of Things -- An Extensive Study of Frequent Mining Algorithms for Colossal Patterns -- A Review Paper On Progressive Approach To Reduce Context Switching in Round Robin Scheduling Algorithm -- Transformer model for human activity recognition using IoT wearables -- Design and Development of a Chatbot for Personalized Learning in Higher Education -- Performance Evaluation of Concentric Hexagonal Array for Smart antenna applications -- Vegetation Change Detection of Multispectral Satellite Images Using Remote Sensing -- Performance evaluation of neural networks based virtual machine placement algorithm for server consolidation in cloud data centers -- Artificial Neural Network Based Fault Classification and Location Identification in Over Head Transmission Lines -- E-learning paradigm in Cloud computing and pertinent challenges in models used for cloud deployment -- Parkinson’s Disease Detection: Comparative Study Using Different Machine Learning Algorithms -- Implementation of Blockchain in Automotive Industry to Secure Connected Vehicle Data: Study and Analysis -- A Study of Comparison Between YOLOv5 and YOLOv7 for Detection of Cracks in Concrete Structures -- Machine Learning-Based Identification as well as Classification of Functional and Non-functional Requirements -- Expiry Date Detection on Product Packages with the Help of a Generalized Framework Using Fully ConvolutionalNetworks -- Fake News Detection in Dravidian Languages using Transformer Models -- A Review on Artificial Intelligence Techniques for Multilingual SMS Spam detection -- Fusion of LBP and Median LBP for Dominant Region based Multimodal Recognition using Imperfect Face and Gait Cues.
• Sommario/riassunto: This book comprises the proceedings of the 3rd International Conference on Computer Vision, High-Performance Computing, Smart Devices, and Networks (CHSN 2022). This book highlights high-quality research articles in machine learning, computer vision, and networks. The content of this volume gives the reader an up-to-date picture of the state-of-the-art connection between computational intelligence, machine learning, and IoT. The papers in this volume are peer-reviewed by experts in related areas. The book will serve as a valuable reference resource for academics and researchers across the globe.
• Titolo autorizzato: High Performance Computing, Smart Devices and Networks
• ISBN: 981-9966-90-6
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910767504803321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Electrical Engineering, . 1876-1119 ; ; 1087