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High performance computing, smart devices and networks = select proceedings of CHSN 2022 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	High performance computing, smart devices and networks/ edited by Ruchika Malhotra ... [et al.].
其他題名:	select proceedings of CHSN 2022 /
其他題名:	CHSN 2022
其他作者:	Malhotra, Ruchika.
團體作者:	CHSN (Conference)
出版者:	Singapore :Springer Nature Singapore : : 2024.,
面頁冊數:	xx, 572 p. :ill. (chiefly col.), digital ;24 cm.
內容註:	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 Convolutional Networks -- 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.
Contained By:	Springer Nature eBook
標題:	High performance computing - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-99-6690-5
ISBN:	9789819966905

High performance computing, smart devices and networks = select proceedings of CHSN 2022 /
High performance computing, smart devices and networksselect proceedings of CHSN 2022 /[electronic resource] :CHSN 2022edited by Ruchika Malhotra ... [et al.]. - Singapore :Springer Nature Singapore :2024. - xx, 572 p. :ill. (chiefly col.), digital ;24 cm. - Lecture notes in electrical engineering,v. 10871876-1119 ;. - Lecture notes in electrical engineering ;v. 1087..

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 Convolutional Networks -- 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.

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.

ISBN: 9789819966905

Standard No.: 10.1007/978-981-99-6690-5doiSubjects--Topical Terms:

713628
High performance computing
--Congresses.

LC Class. No.: QA76.88

Dewey Class. No.: 004.11

High performance computing, smart devices and networks = select proceedings of CHSN 2022 /
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520 $a 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.
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