Advances in parallel computing technologies and applications / edited by D. Jude Hemanth, Mohamed Elhosney, Tu N. Nguyen and Sairamesh Lakshmanan.
2021
QA76.58
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Details
Title
Advances in parallel computing technologies and applications / edited by D. Jude Hemanth, Mohamed Elhosney, Tu N. Nguyen and Sairamesh Lakshmanan.
ISBN
9781643682198 (electronic bk.)
1643682199 (electronic bk.)
9781643682181 (print)
1643682199 (electronic bk.)
9781643682181 (print)
Imprint
Amsterdam : IOS Press, 2021.
Language
English
Description
1 online resource
Call Number
QA76.58
System Control No.
(OCoLC)1295245382
Summary
"Recent developments in parallel computing mean that the use of machine learning techniques and intelligence to handle the huge volume of available data have brought the faster solutions offered by advanced technologies to various fields of application. This book presents the proceedings of the Virtual International Conference on Advances in Parallel Computing Technologies and Applications (ICAPTA 2021), hosted in Chennai, India, and held online as a virtual event on 15 and 16 April 2021.The aim of the conference was to provide a forum for sharing knowledge in various aspects of parallel computing in communications systems and networking, including cloud and virtualization solutions, management technologies, and vertical application areas. It also provided a platform for scientists, researchers, practitioners and academicians to present and discuss the most recent innovations and trends, as well as the concerns and practical challenges encountered in this field. Included here are 52 full length papers, accepted from over 100 submissions based on the reviews and comments of subject experts. Topics covered include parallel computing in communication, machine learning intelligence for parallel computing and parallel computing for software services in theoretical and practical aspects. Providing an overview of the latest developments in the field, the book will be of interest to all those whose work involves the use of parallel computing technologies"-- Provided by publisher.
Note
Includes index.
Formatted Contents Note
Intro
Title Page
Preface
Contents
Intrusion Detection System Using Convolutional Neural Network on UNSW NB15 Dataset
VANET: Trust Evaluation Using Artificial Neural Network
Auto Question Tagging for Health Care Using Machine Learning Technique
A Noninvasive Model to Detect Malaria Based on Symptoms Using Machine Learning
A Contemporary Method on Feature Selection and Classification Using Multi-Model Deep Learning Technique for Identifying Diabetic Retinopathy
Multilevel Security Biometric Authentication Locking System Using Arduino UNO
Footstep Power Generating System
Secure and Privacy Based Home Patient Monitoring Internet of Things (HPMIoT)
An Efficient Algorithm for Movie Recommendation System
Person Identification Using Face and Speech Recognition for Visually Challenged with Mask Detection
Framework for Authentication 802.1X Security Protocol of WNAS as RFC Access Management Device Associated with RFC Authentication Management Technique
Fog Enabled Cloud Based Heart Rate Monitoring System
COVID-19: Role of Deep Learning and Cloud Through Identification of Kidney, Pancreas and Intestine
Energy Efficient Clustering Technique for VANET
Trust-Based Public Key Management for Data Distribution in Wireless Networks
Enhanced Handwritten Document Recognition Using Confusion Matrix Analysis
The Role of AI in Battling Against Covid-19 Crisis in India
Deep Learning Based Static Analysis of Malwares in Android Applications
A Comparative Study of Detection and Classification of Emotions on Social Media Using SVM and Naive Bayes Techniques
Survey on Erythema Migrans, and Basal Cell Carcinoma in Computer-Aided Diagnosis
Sign Language Translator Using YOLO Algorithm
Student Performance Prediction Using Machine Learning.
A New Approach for Security in Cloud Data Storage for IOT Applications Using Hybrid Cryptography Technique
Intelligent Framework for Number Plate Detection and Recognition in Toll Using Image Processing Techniques
IoT Based Health Monitoring System
Traffic Monitoring System Using IoT and DL
Distinct Actions Classification Using Human Action Tracker Technique in Sports Videos
Smart Wearable System to Assist Asthma Patients
Covid-19 Sentiment Analysis Using Deep Learning and Machine Learning
Maize Grain Quality Classification Using Convolutional Neural Network
Finding State of Mind Through Emotion and Sentiment Analysis of the Twitter Text
A Novel Dual Encryption Algorithm to Enhance the Security in Image Transmission Using LSB 3-2-2 Technique
Applications of Object Detection, Brain Tumor Detection and Classification
Parallel Computing Enabled Cloudd-Based IOT Applications
A Survey on Securing Medical Data in Cloud Using Blockchain
Network Lifetime Analysis in IOT Environment in Healthcare Sectors Using Deep Learning Routing Approach
An Comprehensive Survey on Applications of Precision Agriculture in the Context of Weed Classification, Leave Disease Detection, Yield Prediction and UAV Image Analysis
IoT Based Shirodhara
Model for Refactoring a Software Using Feature Oriented Dependency (FOD)
Automatic Biometric System for Finger Knuckle Using Sparse Encoder Approaches
Stock Market Prediction Using Machine Learning Techniques
Smart Surveillance System for Abnormal Activity Detection Using CNN
Increased Energy Conservation in Internet of Things (IoT) Related Wireless Networking
Multi-Scale Fish Segmentation Refinement Using Contour Based Segmentation
Heart Disease Prediction Using Hybrid Random Forest Model Integrated with Linear Model.
Heart Disease Prediction Using Convolutional Neural Network
Ensuring the Survivablity of the Trekker Using Drone and RFID Technology
IoT Based Smart Electrolytic Bottle Monitoring
Smartphone Controlled Fingerprint Door Look System (SCFDLS)
Effective Cataloging over Diverse Algorithms for Automatic Text Summarization and Its Survey
Prospective Classification over Various Handwritten Character Recognition Algorithms
A Survey
E-Society
A Financial and Event Management System
Subject Index
Author Index.
Title Page
Preface
Contents
Intrusion Detection System Using Convolutional Neural Network on UNSW NB15 Dataset
VANET: Trust Evaluation Using Artificial Neural Network
Auto Question Tagging for Health Care Using Machine Learning Technique
A Noninvasive Model to Detect Malaria Based on Symptoms Using Machine Learning
A Contemporary Method on Feature Selection and Classification Using Multi-Model Deep Learning Technique for Identifying Diabetic Retinopathy
Multilevel Security Biometric Authentication Locking System Using Arduino UNO
Footstep Power Generating System
Secure and Privacy Based Home Patient Monitoring Internet of Things (HPMIoT)
An Efficient Algorithm for Movie Recommendation System
Person Identification Using Face and Speech Recognition for Visually Challenged with Mask Detection
Framework for Authentication 802.1X Security Protocol of WNAS as RFC Access Management Device Associated with RFC Authentication Management Technique
Fog Enabled Cloud Based Heart Rate Monitoring System
COVID-19: Role of Deep Learning and Cloud Through Identification of Kidney, Pancreas and Intestine
Energy Efficient Clustering Technique for VANET
Trust-Based Public Key Management for Data Distribution in Wireless Networks
Enhanced Handwritten Document Recognition Using Confusion Matrix Analysis
The Role of AI in Battling Against Covid-19 Crisis in India
Deep Learning Based Static Analysis of Malwares in Android Applications
A Comparative Study of Detection and Classification of Emotions on Social Media Using SVM and Naive Bayes Techniques
Survey on Erythema Migrans, and Basal Cell Carcinoma in Computer-Aided Diagnosis
Sign Language Translator Using YOLO Algorithm
Student Performance Prediction Using Machine Learning.
A New Approach for Security in Cloud Data Storage for IOT Applications Using Hybrid Cryptography Technique
Intelligent Framework for Number Plate Detection and Recognition in Toll Using Image Processing Techniques
IoT Based Health Monitoring System
Traffic Monitoring System Using IoT and DL
Distinct Actions Classification Using Human Action Tracker Technique in Sports Videos
Smart Wearable System to Assist Asthma Patients
Covid-19 Sentiment Analysis Using Deep Learning and Machine Learning
Maize Grain Quality Classification Using Convolutional Neural Network
Finding State of Mind Through Emotion and Sentiment Analysis of the Twitter Text
A Novel Dual Encryption Algorithm to Enhance the Security in Image Transmission Using LSB 3-2-2 Technique
Applications of Object Detection, Brain Tumor Detection and Classification
Parallel Computing Enabled Cloudd-Based IOT Applications
A Survey on Securing Medical Data in Cloud Using Blockchain
Network Lifetime Analysis in IOT Environment in Healthcare Sectors Using Deep Learning Routing Approach
An Comprehensive Survey on Applications of Precision Agriculture in the Context of Weed Classification, Leave Disease Detection, Yield Prediction and UAV Image Analysis
IoT Based Shirodhara
Model for Refactoring a Software Using Feature Oriented Dependency (FOD)
Automatic Biometric System for Finger Knuckle Using Sparse Encoder Approaches
Stock Market Prediction Using Machine Learning Techniques
Smart Surveillance System for Abnormal Activity Detection Using CNN
Increased Energy Conservation in Internet of Things (IoT) Related Wireless Networking
Multi-Scale Fish Segmentation Refinement Using Contour Based Segmentation
Heart Disease Prediction Using Hybrid Random Forest Model Integrated with Linear Model.
Heart Disease Prediction Using Convolutional Neural Network
Ensuring the Survivablity of the Trekker Using Drone and RFID Technology
IoT Based Smart Electrolytic Bottle Monitoring
Smartphone Controlled Fingerprint Door Look System (SCFDLS)
Effective Cataloging over Diverse Algorithms for Automatic Text Summarization and Its Survey
Prospective Classification over Various Handwritten Character Recognition Algorithms
A Survey
E-Society
A Financial and Event Management System
Subject Index
Author Index.
Source of Description
Online resource; title from PDF title page (IOS Press, viewed April 18, 2022).
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