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Advances in Parallel Computing Algorithms, Tools and Paradigms [Pehme köide]

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  • Formaat: Paperback / softback, 670 pages
  • Sari: Advances in Parallel Computing
  • Ilmumisaeg: 29-Apr-2025
  • Kirjastus: IOS Press,US
  • ISBN-10: 1643683144
  • ISBN-13: 9781643683140
Teised raamatud teemal:
Advances in Parallel Computing Algorithms, Tools and ParadigmsSuurem pilt
  • Formaat: Paperback / softback, 670 pages
  • Sari: Advances in Parallel Computing
  • Ilmumisaeg: 29-Apr-2025
  • Kirjastus: IOS Press,US
  • ISBN-10: 1643683144
  • ISBN-13: 9781643683140
Teised raamatud teemal:
Püsilink: https://www.kriso.ee/db/9781643683140.html
Märksõnad:
Recent developments in parallel computing for various fields of application are providing improved solutions for handling data. These newer, innovative ideas offer the technical support necessary to enhance intellectual decisions, while also dealing more efficiently with the huge volumes of data currently involved. This book presents the proceedings of ICAPTA 2022, the International Conference on Advances in Parallel Computing Technologies and Applications, hosted as a virtual conference from Bangalore, India, on 27 and 28 January 2022. The aim of the conference was to provide a forum for the sharing of knowledge about various aspects of parallel computing in communications systems and networking, including cloud and virtualization solutions, management technologies and vertical application areas. The conference also provided a premier platform for scientists, researchers, practitioners and academicians to present and discuss their most recent innovations, trends and concerns, as well as the practical challenges encountered in this field. More than 300 submissions were received for the conference, from which the 91 full-length papers presented here were accepted after review by a panel 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 recent developments in the field, the book will be of interest to all those whose work involves the use of parallel computing technologies.
Preface v
Performance Analysis of BLDC Motor Using Fuzzy Logic Controllers
1(9)
J. Manjushree Kumari
R. Nagarajan
S. Kannadhasan
Development of Novel Ensembled Boosting Model (EBM) for Fall Detection
10(9)
A. Jackulin Mahariba
R. AnnieUthra
V. Chandramouleesvar
M. E. Swetha
Smart DS-CDMA Receiver Based on Feed Forward Neural Network
19(7)
M. N. Drakshayini
Manjunath R. Kounte
Prediction on Type-2 Diabetes Mellitus Using Machine Learning Methods
26(14)
K. N. Soumya
P. Vigneshwaran
Deep Learning-Based Solar Activity Prediction Using Sunspot Number and Solar Radio Flux
40(11)
Sanjay B. Waykar
Anil W. Kale
Nandkishore P. Karlekar
Different Approaches on Security, Privacy and Efficient Sharing of Electronic Health Records Using Blockchain Technology
51(7)
B. J. Sunitha
K. Sankar
Amreena Ayesha
M. Islabudeen
Decentralized Web Hosting Service Using IPFS and Ethereum Blockchain
58(8)
S. Muthurajkumar
A. Vignesh
S. Kugan
R. Arunsha
Detecting Abnormalities of Fetal Cardiac Using Deep Learning in Parallel Computing Environment
66(7)
S. Magesh
P.S. Rajakumar
T.V. Ananthan
J. Indumathi
Deep Learning Technique Based Character and Speech-to-Text Recognition for Interactive Online Writing with Virtual Pen and Eraser
73(7)
P. Jayadharshini
R. Thangarajan
T. Abirami
Effective Face Mask and Social Distance Detection with Alert System for Covid-19 Using YOLOv5 Model
80(6)
P. Abirami T. Priakanth
T. Madhuvanthi
Distribution Diversity Method of Feature Optimization (DDMFO) to Defend the Intrusion Practices on IoT Networks
86(10)
Bhargavi Mopuru
Yellamma Pachipala
A Joint Congestion Control Mechanism Through Dynamic Alternate Route Selection Algorithm in IoT Based Wireless Sensor Network
96(7)
Jayavignesh Thyagarajan
K. Suganthi
G. Rajesh
Network Anomaly Detection Using Hybrid Deep Learning Technique
103(7)
J. Suganthi
B. Nagarajan
S. Muhtumari
Designing Deep Classifier for Effective Detection of Spoof News in Twitter
110(7)
Naga Raju Mysore
K. Sankar
M. Islabudeen
A. K. Sampath
An Investigation of Ensemble Learning Algorithms for Fault Diagnosis of Roller Bearing
117(9)
Gangavva C. J. Alamelu Mangai
Mohit Bansal
Analysis on Characteristics and Management of Retinoblastoma Using Machine Learning
126(5)
S. Ashwini
R. I. Minu
Jeevan Kumar
An IoT Based Complete Automated System to Assist the People During Road Accidents
131(7)
Amreen Ayesha
K. Sankar
B. J. Sunitha
Multimodal Machine Learning Framework to Detect the Bipolar Disorder
138(9)
Lingeswari Sivagnanam
N. Karthikeyani Visalakshi
An Advanced Solar Tracking System with Computational Optimization
147(8)
P. N. Praveen
D. Menaka
Comparative Analysis of Predicting the Diabetic Disease Using Machine Learning Techniques
155(6)
J. Revathy
D. Selvanayagi
Comparison of SVM and KNN Classifiers on an EEG Signal with a Simple Dataset
161(8)
M. S. Gouri
K. S. VijulaGrace
Early Buddy-A Smart Auto Alarm
169(8)
A. K. Sampath
M. Islabudeen
Naga Raju Mysore
K. Sankar
Internet Calling Bell with Two-Way Communication Using Motion Detection Sensor and Facial Recognition
177(7)
R. Sheeba
V. Kalpana
S. Geeitha
A. Brindha Sherly
Automatic Bug Tracking System Using Text Analysis and Machine Learning Predictions
184(9)
P. Meena Kumari
Predicting Air Pollution Level in Particular Area Using KNN by Comparing Accuracy with SVM
193(7)
Puli Dilliswar Reddy
L. RamaParvathy
A Light Gradient Boosting Machine Regression Model for Prediction of Agriculture Insurance Cost over Linear Regression
200(9)
S. Puma Syam Chand
G. Divya
Decision Tree Over Support Vector Machine for Better Accuracy in Identifying the Problem Based on the Iris Flower
209(9)
M.R.S. Poojitha
K. Malathi
Feed Forward Neural Network and K-Nearest Neighbour Based Comparative Accurate Social Media Spam Detection
218(7)
Grandhi Sivadasu
M. Adimoolam
Prediction of Likely Customers for Car Industries Using K-Means Clustering Compared with Logistic Regression
225(6)
V. UpendraReddy
S. John Justin Thangaraj
Heart Disease Prediction Using Decision Tree in Comparison with k-Nearest Neighbor to Improve Accuracy
231(6)
Maria Pratyusha
K. V. Kanimozhi
Predictive Analysis for Identifying Survival of Covid-19 Patients Using Support Vector Machine over Logistic Regression
237(7)
K. Ganesh
C. Nelson Kennedy Babu
Predicting Customer Behaviour Using Self-Oganizing Map and Comparing with K Nearest Neighbour
244(7)
I. Venkatesh
T. Poovizhi
Poor Accuracy in Determining Erratic User Behavior in Social Media Networks Using KNN Algorithm Comparing SVM Algorithm
251(7)
V. Sandeep
A. Shri Vindhya
An Improved Chatbot for Predicting Disease and Medicines Using Natural Language Processing with Fuzzy Logic
258(7)
B. PhaniRaghava
S. Ashok Kumar
A Novel Analysis of Network Traffic in Distributed Denial of Service (DDoS) Attack to Improve Accuracy Using Extreme Learning Machine Algorithm over Regression Algorithm
265(8)
E. Dharanidharan
V. Parthipan
A Novel Approach for Correlation Analysis on FBProphet to Forecast Market Gold Rates with Linear Regression
273(7)
Haari Kishann
L. RamaParvathy
Predicting Customer Behaviour Using a Self-Organizing Map and Comparing with Random Forest
280(7)
I. Venkatesh
T. Poovizhi
A Novel Approach for Movie Suggestion System with Empirical Risk Minimization and Decision Tree Algorithms
287(7)
D. Pavan Kumar
A. ShriVindhya
A Novel Scheme for Efficiency of Customer Loyalties Using Pattern Growth Method with Upper Bound Algorithm
294(6)
Kurapati Kavya Sree
S. Ashok Kumar
Strange Approach of Movie Rating Prediction Using Logistic Regression Comparing to Gaussian Naive Bayes Algorithm
300(7)
R. Ganesh
S. Kalaiarasi
Unique Approach of Movie Rating Prediction Using Support Vector Machine Algorithm and K-Nearest Neighbors Algorithm
307(7)
R. Ganesh
S. Kalaiarasi
Detection of Tumor for Breast Cancer Patient Using Regression Tree Compared with Linear SVM Algorithm
314(7)
R. Saimonika
P. Sriramya
Accurate Detection and Classification of Melanoma Skin Cancer Using Decision Tree Algorithm over CNN
321(6)
Kakularam Vikas Reddy
L. Rama Parvathy
Diabetes Prediction Using Blood Sample Data with Novel Voting Classifier over Random Forest
327(7)
M. Suresh Reddya
V. Ramakrishnan
Efficient Cloud Environment for Secure User Authentication to Prevent Cyber Attacks Using DES Over AES
334(6)
C. Jaya Prakash Reddy
G. Padmapriya
Efficient Cloud Environment to Improve User Authentication to Prevent Cyber Attacks Using DSA over AES
340(5)
C. Jaya Prakash Reddy
G. Padmapriya
An Improved Log Loss Stock Market Prediction Using Novel Long Short Term Memory Algorithm in Comparison with Support Vector Machine Algorithm
345(7)
P. Venkata Sairam
K. Logu
An Innovative Analysis of Predicting Melanoma Skin Cancer Using CNN and Random Forest Algorithm
352(8)
Kakularam Vikas Reddy
L. Rama Parvathy
Analyzing Ola Data for Precise Price Prediction Using XGBoost Technique Comparing with LASSO Regression
360(7)
G. Venkat Sai Tarun
P. Sriramya
Proposed Novel Methodology for Automatic Drainage Block Identification in Smart Cities Using Internet of Things
367(6)
J. Sheeba
John T. Mesia Dhas
T.S. Shiny Angel
The Functional and Storage Risks Associated to the Size Estimation of Parallel Computing Applications
373(7)
John T. Mesia Dhas
Midhunchakravarthy
Bird Species Identification Using Convolutional Neural Network
380(7)
R. Dharaniya
S. Preetha Mand Yashmi
Smart Surveillance System Using Face and Optical Character Recognition for Secure Environment
387(7)
Lakshmi Harika Palivela
P.M. Ashok Kumar
V. V. Rama Krishna
Fire Detection Using Deep Convolution Neural Network in Video Streams
394(6)
P.M. Ashok Kumar
Lakshmi HarikaPalivela
V. V. Rama Krishna
Underwater Fish Species Classification Using Alexnet
400(6)
M. Bhanumathi
Ravi Rithika
R. Roshni
Sona Selvaraj
Marine Plastic Detection Using Deep Learning
406(8)
M. Bhanumathi
S. Dhanya
R. Gugan
K. G. Kirthika
Classifications of E-MAIL SPAM Using Deep Learning Approaches
414(8)
Anshumaanmishra
Vigneshwaran Pandi
MIMO-IDMA System Performance for SUI and LTE Frequency Selective Channels
422(7)
K. Sivachandar
V. Amudha
B. Ramesh
Jose Anand
M. ShanmugaSundari
S. Jerril Gilda
Trident Fuzzy Aggregation Operators on Right and Left Apex-Base Angles in Parallel Computing
429(7)
M. Geethalakshmi
Jose Anand
R. Nathea
C. Augustine
S.M. Sivaraman
S. Mahalakshmi
Smart Stick Using Ultrasonic Sensors for Visually Impaired
436(7)
S. Prema
Jose Anand
P. Vanitha
K. Nirmala Devi
M. Mohamed Yaseen
C. Rajeswari
A Secure E-Governance System Using Blockchain Techniques
443(6)
B. Senthilnayaki
G. Mahalakshmi
D. Narashiman
E. Mahendran
L. PremAnandh Mand Sairamesh
Abnormality Detection in Human Action Using Thermal Videos
449(9)
Kanimozhi Soundararajan
Anbarasi Soundararajan
L. Sai Ramesh
Multi-Objective Optimization Technique for Channel Allocation in Wireless Networks
458(6)
Y. Reeginal
N. Anu
M. Archana
V. Sathyavathi
L. Sai Ramesh
Smart Household Object Detection Using CNN
464(6)
S. Vatchala
S. Sasidevi
R. Dhanalakshmi
L. SaiRamesh
Support Vector Machine-Based Scheme Identification System for the Marginalized People
470(6)
K. Varghese
M. JanarthananPillai
Classification of Fertiliser Type Based on Soil Minerals Using Voting Classification Over Decision Tree
476(5)
K. Bandaiah
L. Rama Parvathy
Improved Accuracy for Fake News in Social Media Using Logistic Regression Comparing Naive Bayes Classifier
481(6)
K. Jeevan
K. V. Kanimozhi
Cost Optimization Analysis Using Hybrid Cloud Optimized Cost Scheduling Algorithm for Efficient Packet Delivery
487(6)
K. Mahitha
S. Sridhar
Comparison of Accuracy Prediction of Medical Insurance Using Decision Tree with K-Nearest Neighbour
493(7)
Akkarapalli Chenchu Krishna
L. Rama Parvathy
Ola Data Analysis for Dynamic Price Prediction Using Multiple Linear Regression and Random Forest Regression
500(8)
G. Venkat Sai Tarun
P. Sriramya
Correlation Analysis of Voting Regression and Decision Tree Algorithm to Predict House Price with Improved Accuracy Rate
508(7)
G. Hanuma Reddy
P. Sriramya
A Fraudulent Transaction Prediction in Credit Card by Using Novel LGBA over LR Algorithms
515(7)
P. Raghavendra Reddy
A. Sivanesh Kumar
Design and Implementation of Sales Prediction Model Using Decision Tree Regressor over Linear Regression Towards Increase in Accuracy of Prediction
522(8)
S. Ravi Teja Reddy
P. Malathi
Efficient Prediction of Stroke Patients Using Random Forest Algorithm in Comparison to Support Vector Machine
530(7)
Ritaban Mitra
T. Rajendran
Efficient Search in Cloud Storage with Reduced Computational Cost Using Token Generation Method over Homomorphic Algorithm
537(6)
Mohammad Hussain
Karthick
Damaged Licensed Number Plate Detection Based on Novel Object Oriented Classification with K-Means Algorithm
543(6)
Y. Swetha
S. Kalaiarasi
Enhancing Real-Time Driver Drowsiness Detection System with Facial Recognition Using Support Vector Machine
549(6)
MadigubbaRughveda
R. Senthil Kumar
S. Stewart Kirubakaran
Higher Classification Accuracy of Income Class Using Decision Tree Algorithm over Naive Bayes Algorithm
555(7)
Mohamed Zaid
RajendranT
Higher Classification of Fake Political News Using Decision Tree Algorithm over Random Forest Algorithm
562(7)
T. Dinesh
RajendranT
Higher Prediction Accuracy on Parkinson Disease Patients Using Random Forest Algorithm over DTA
569(7)
Suwala Manoj
T. Rajendran
Magnetic Resonance Imaging Based Brain Tumor Detection Using Contour Coding Technique and Support Vector Machine
576(6)
A. Saadhanasree
S. Kalaiarasi
Improve Accuracy in Prediction of Credit Card Approval Using Novel XGboost Compared with Random Forest
582(7)
Pathipqfi Yasasvi
S. Magesh Kumar
Classification Model for Tumor Detection in Breast Cancer Patients Using K-Neighborhood and Decision Tree
589(8)
R. Sai Monika
P. Sriramya
Improved Malware Detection for IoT Devices Using Random Forest Algorithm Comparing with Decision Tree Algorithm
597(7)
B. Haritha
T. Rajendran
Analyzing Ola Data for Predicting Price Based Trip Distance Using Random Forest and Linear Regression Analysis
604(7)
G. Venkat Sai Tarun
P. Sriramya
Predict Attacker Behaviour on IDS with High Accuracy Using K-Nearest Neighbor Algorithm
611(7)
Bhavana Mand RajendranT
Prediction of Air Pollution Level in Particular Region Area Using Logistic Regression and Naive Bayes
618(7)
Puli Dilliswar Reddy
L. Rama Parvathy
Real Estate Price Prediction and Analysis Using Voting Regression Compared with Linear Regression
625(6)
G. Hanuma Reddy
P. Sriramya
Human Emotions Recognition Using Softmax Classifier and Predict the Error Level Using OpenCV Library
631(5)
A. Pavanreddy
R. Senthil Kumar
Recognizing Handwritten Digits Using Multi-Dimensional Recurrent Neural Networks Intelligent Character Recognition (ICR) with Improved F-Score Measures
636(6)
E.K. Subramanian
Harsh
Host Intrusion Detection System Using Novel Predefined Signature Patterns by Comparing Random Forest over Decision Tree Algorithm
642(7)
P. Sai Chowdary
D. Vinod
Subject Index 649(4)
Author Index 653