Vol. 11 No. 10s (2023)

Published: 16.08.2023

Research Article

Diabetes Prediction Using Medical Data and Disease Influence Measures using Machine Learning

Avinash J. Agrawal, Rashmi R. Welekar, Namita Parati, Pravin R. Satav, Leena H. Patil, Shailendra S. Aote

01 - 10
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Multi-Class Skin Diseases Classification Using Hybrid Deep Convolutional Neural Network

Araddhana A. Deshmukh, Kirti Wanjale, Tushar A. Jadhav, Dhananjay V. Khankal, Ajay D. Diwate, Shashikant V. Athawale

11 - 22
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Deep Learning-Based Rule-Based Feature Selection for Intrusion Detection in Industrial Internet of Things Networks

Archana V. Potnurwar, Vrushali K. Bongirwar, Samir Ajani, Nilesh Shelke, Mrunalee Dhone, Namita Parati

23 - 35
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Machine Learning Approach for Intelligent and Sustainable Smart Healthcare in Cloud-Centric IoT

Varsha Bhole, Harsh Namdev Bhor, Jayprabha Vishal Terdale, Vijaya Pinjarkar, Rashmi Malvankar, Neha Zade

36 - 48
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IoT-Enabled Transportation Networks for Resilient Intrusion Detection Using Deep Learning

Sanjay P. Pande, Sachin Chaudhary, Pravin R. Satav, Uma Patel Thakur, Namita Parati

49 - 58
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BMHMCRAS: Design of a Bio-inspired Model for High-Efficiency Multipurpose Data Compression & Representation via Adaptive Signal Analysis

Moumita Majumder Sarkar , Manish Dhananjay Sawale

59 - 72
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Enhancing Routing Performance in Software-Defined Wireless Sensor Networks through Reinforcement Learning

Nilesh P. Sable, Vijay U. Rathod, Mangesh D. Salunke, Hemantkumar B. Jadhav, Ravindra S. Tambe, Suhas R. Kothavle

73 - 83
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A Novel Security Aware Approach in Content Based Image Retrieval System using Trapdoor Verification for Cloud Environment

Pushpanjali M. Chouragade, Premchand Bhagwan Ambhore

84 - 93
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Implementation of Novel Symmetric Encryption Algorithm to secure Information - Two Layer DNA-RSA Hybrid Cryptosystem

Omkar Pujeri, Uma Pujeri, Trupti Baraskar, Pallavi Parlewar

94 - 102
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Design of an Ensemble learning Model to Recognize Multilingual Hand Gestures via Interlinked Key Point analysis

Siddhant Kumar, Pallavi Parlewar, Vandana Jagtap

103 - 112
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EEG Signal Processing for the Identification of Sleeping Disorder Using Hybrid Deep Learning with Ensemble Machine Learning Classifier

Swati Gawhale, Dhananjay E. Upasani, Leena Chaudhari, Dhananjay V. Khankal, Jambi Ratna Raja Kumar, Vidyabhushan A. Upadhye

113 -129
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xACO_1DCNN: Ant Colony Optimization Based 1D-Convolution Neural Network based Fruit grading and Classification

Vigneswara Reddy K., A. Suhasini, V.V. S. S. S. Balaram

130 - 144
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Biometric Face Recognition System using Deep Dream and CNN

Vandana Jagtap, Uma Pujeri, Pallavi Parlewar, Someshwar Landge, Aniket Ghorpade, Abhilash Alshi, Hitesh Khutade

145 - 154
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Security Analysis of the Graphical Password-Based Authentication Systems with Different Attack Proofs

Priti C. Golar, Rika Sharma

155 - 165
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Region-based Network for Yoga Pose Estimation with Discriminative Fine-Tuning Optimization

Shilpa Gite, Deepak T. Mane, Vijay Mane, Sunil Kale, Prashant Dhotre

166 - 184
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Design of an Augmented Varma GRU & LSTM Based Multimodal Feature Analysis Model for Enhancing Heart Disease Preemption Performance

Komal S. Jaisinghani , Sandeep Malik

185 - 194
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Attack Detection and Mitigation in IoT-Fog Architecture: Handling Class Imbalance Problem

Navnath B. Pokale, Pooja Sharma, Deepak T. Mane

195 - 216
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Analysis of Critical Diseases from ECG Signal Using Hybrid CNN and LSTM

Leena Chaudhari, Dhananjay E. Upasani, Swati Gawhale, Dhananjay V. Khankal, Jambi Ratna Raja Kumar, Nishant A. Upadhye

217 - 232
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Reversible Data Hiding in Encrypted Images Based on Chaotic Logistic Map and Median Edge Detector

Bethala Shirisha, V. Kamakshi Prasad

233 - 245
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Low Complexity Early Employee Attrition Analysis Using Boosting and Non-Boosting Ml Techniques

G. Pratibha, Nagaratna P. Hegde

246 - 256
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Identification of Lung Cancer Using Ensemble Methods Based on Gene Expression Data

K. Mary Sudha Rani, V. Kamakshi Prasad

257 - 266
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Restaurant Based Emotion Detection Of Images From Social Media Sites Using Deep Learning Model

Mamatha M., Shilpa ShivaKumar, Thriveni J., Venogopal K. R.

267 - 276
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Temporal Fusion Transformer: A Deep Learning Approach for Modeling and Forecasting River Water Quality Index

Jitha P. Nair, Vijaya M. S.

277 - 293
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Diabetic Retinopathy Detection Techniques: A Review

Mohd. Akram, Pooja Sharma

294 - 301
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Analysis the Expansion of Base Station’s Coverage for Gsm Cellular Network Using Solar Cell at Gadog Village, West Java, Indonesia

Tri Joko Pramono, Hendrianto Husada

302 - 305
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Smart Cities and IoT: Examining the Potential Benefits and Challenges of Using IoT to Create More Efficient and Sustainable Urban Environments

Althobaiti Ahmed

306 - 320
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Detection of Suicidal Ideation Based on Relational Graph Attention Network with DNN Classifier

Shreekant Jere, Annapurna P. Patil

321 - 332
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Random Valued Impulse Noise Reduction in Satellite Color Images Using Fast Degree of Aggregation Filtering Approach

Srinivasa R. Gantenapalli, Praveen B. Choppala, James S. Meka

333 - 339
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Virtual Ergonomics Evaluation of Thresher for Agricultural Women Workers using Digital Human Modeling

A. D. Kadam, A. M. Shende, Mohd. Gulfam Pathan

340 - 346
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Observation on the Information Retrieval Algorithm Based on Enterprise Correlation Financial Analysis under the Background of Big Data

Jambi Ratna Raja Kumar, Alam N. Shaikh, Biplab Kumar Sarkar

347 - 359
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Design and Implementation of IoT Based Wireless Battery Management System for Electric Vehicles

Ganesh V. Lohar, M. Suresh Kumar

360 - 369
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Sentiment Analysis on Twitter Data using Modified Neuro Fuzzy Algorithm

Prabakaran N. S., S. Karthik

370 - 384
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4-Port MIMO Antenna Diversity Analysis for 5G Applications

Pravin Latane, Vilas Ubale, Dipak Patil, Vaishnaw Kale, Pravin Chopade, Prabhakar Kota

385 - 396
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Utilization of Genetic Algorithm and Significance Scores for Feature Selection in the Interest of Increasing Accuracy of Fault Detection in Hard Disk Drives for HDFS

B. K. Prasad Banavathu, A. Ananda Rao

397 - 406
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Electronic Health Record Sharing in Cloud Computing with Privacy and Security Preservation Using Blockchain Technology

Divya Singh, D. Nagaraju, B. Rama Mohan, Sathish Bojjawar, Sreedhar Burada, Solleti Phani Kumar, Ravi Kumar, R. Sundar

407 - 422
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An Intelligent Crop Recommendation System using Deep Learning

Kanaga Suba Raja S., Durai Arumugam S. S. L. , R. Praveenkumar, V. Balaji

423 - 428
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An Intelligent Approach to Empowering the Research of Biomedical Machine Learning in Medical Data Analysis using PALM

H. E. Khodke, Manoj Bhalerao, S. N. Gunjal, Suvarna Nirmal, Santosh Gore, B. J. Dange

429 - 436
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Cotton Leaf and Plant Disease Identification using Intelligent Deep Learning Technique

Abhishek Shrivastava

437 - 447
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Neural Network Collation: A Comparative Study on Novel Image-based Malware Classification through Neural Network

P. M. Kavitha, B. Muruganantham

448 - 453
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K-Fold Validation of Multi Models for Crop Yield Prediction with Improved Sparse Data Clustering Process

Venkata Rama Rao Kolipaka, Anupama Namburu

454 - 463
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Crop Yield Estimation Using Deep Learning and Satellite Imagery

Namita Kale, S. N. Gunjal, Manoj Bhalerao, H. E. Khodke, Santosh Gore, B. J. Dange

464 - 471
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A Survey of Feature Selection Methods for the Analysis of Microarrays Data in Cancer

Shemim Begum, Ebne Saud Khan, Debasis Chakraborty

472 - 482
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Implementation of Cloud Computing Data Security Based on Hybrid Elliptical Curve Cryptography

N. Krishnamoorthy, S. Umarani

483 - 488
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Design of Intelligent Predictive Model for Ionospheric Disturbance in IRNSS

R. Manaswini , G. Raju

489 - 499
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Enhanced Emotion Recognition for Women and Children Safety Prediction using Deep Network

Nanda R. Wagh, Sanjay R. Sutar

500 - 515
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A Novel Deep Learning-Based Heart Disease Prediction System Using Convolutional Neural Networks (CNN) Algorithm

S. Gopalakrishnan, M. Sahaya Sheela, K. Saranya, J. Jasmine Hephzipah

516 - 522
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A Strategy for Managing Energy in Standalone DC microgrid with PV and Dual Battery System

Ramya K. R., G. Raghavendra

523 - 528
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Machine learning and Image Processing Techniques used for Development of Fasteners Sorting System

Dilip R., Tejashwini N., Narendra Kumar, Smitha Gayathri D., Samavita N., Kiran Kumar K.

529 - 534
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Human Activity Recognition using LSTM with depth data

Kumari Priyanka Sinha, Prabhat Kumar, Rajib Ghosh

535 - 542
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An Intelligent 64-bit parallel CRC for high-speed communication system applications

Ajay Sudhir Bale, Karmanyaraj Singh Yadav, Mahboob Alam, Abhinav Shrivastava, Raj A. Varma, Rajdeep Singh Solanki, Mamta B. Savadatti

543 - 551
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SAR (Synthetic Aperture Radar) Image Study and Analysis for Object Recognition in Surveillance

Sushant J. Pawar , Sanjay. T. Gandhe

552 - 573
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Application of Artificial Neural Network Models for Condition Monitoring of Industrial Fan

Jitendra Kumar Sharma, Suman Sharma

574 - 590
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Design Energy Aware Optimized Grey Wolf Based Recurrent Neural Scheme for Bio Medical Application in Wireless Sensor Platform

J. Seetha, R. Sundar, R. Uma Mageswari, R. Juliana, Amjan Shaik

591 - 600
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Design and Analysis of an Efficient and Load-Balanced Multipath Routing Algorithm for Energy-Effective Wireless Sensor Networks

Subhra Prosun Paul, D. Vetrithangam

601 - 617
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An Intelligent Human Centred Software Development Framework

Rajeev Sharma, D. J. N. Singh

618 - 627
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Improving Network Efficiency in Video Traffic Analysis using Wireless Sensor Network

Anuradha P. Gharge, Sarman K. Hadia

628 - 639
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Exploration Beyond Boundaries: AI-Based Advancements in Rover Robotics for Lunar Missions Space Like Chandrayaan

R. Josphineleela, Periasamy S., N. Krishnaveni, D. Shyam Prasad, B. Varaprasad Rao, Machchhindra Jibhau Garde, Santosh Gore

640 - 648
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Secure Authentication for Unified Software Architecture for Smart Computing IoT devices through Mobile App

Syed Faizan Haider, Syed Afzal Murtaza Rizvi

649 - 654
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Solar-Powered Smart Irrigation System with Cloud Integration

Bharat Chhabada, Vaibhav Narawade, Vanita Mane

655 - 659
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Predictive Analysis of Periodontal Disease Progression Using Machine Learning: Enhancing Oral Health Assessment and Treatment Planning

T. K. Lakshmi, Dheeba J.

660 - 671
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Fuzzy Approach for Context Identification into Ambient Computing

L. K. Ahire, S. D. Babar, P. N. Mahalle

672 - 681
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Enhancing Feature Extraction in Plant Image Analysis through a Multilayer Hybrid DCNN

Alok Singh Jadaun, Dinesh Sharma, Kaushal Pratap Singh

682 - 690
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Efficient Microarray Gene Expression Data Sample Classification using Statistical Class Prediction Method

Rais Allauddin Mulla, Mahendra Eknath Pawar, Balasaheb Balkhande, Vinod N. Alone, Vikas Narayan Nandgaonkar, Nidhi Ranjan

691 - 700
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Enhancing Heart Disease Risk Prediction Accuracy through Ensemble Classification Techniques

Rupali Atul Mahajan, Balasaheb Balkhande, Kirti Wanjale, Abhijit Chitre, Tushar Ankush Jadhav, Sheela Naren Hundekari

701 - 713
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IoT-Based Hybrid Ensemble Machine Learning Model for Efficient Diabetes Mellitus Prediction

Rashmi Ashtagi, Pritam Dhumale, Deepak Mane, H. M. Naveen, Ranjeet Vasant Bidwe, Bhushan Zope

714 - 726
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Analyzing the Impact of Impulsive Noise on spectrum sensing Techniques for Cognitive Radio Networks

Dipak Patil, Manoj Bhalerao , Vishal Wankhede, Vijay Birari, Rana Mahajan, Vinod Khairnar

727 - 733
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Hybrid Deep Learning with CSHO based Feature Selection Model for Financial Fraud Detection

V. Rama Krishna , Sekharbabu Boddu

734 - 745
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BRMFC: Design of a Bioinspired Routing Model with Fan Clustering for Wireless Sensor Networks

Annaji Kuthe, Mangesh Dilip Salunke

746 - 753
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An Aspect based Sentiment Analysis of Tour and Travel Recommendation Approach using Machine Learning

P. Santhi Priya, N. Naga Malleswara Rao

754 - 762
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Potential of Swarm Intelligence Based Tour and Travel Recommendations Systems

P. Santhi Priya, N. Naga Malleswara Rao

763 - 772
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HSTBWNQ: Design of an Efficient & Highly Secure Trust-based Blockchain Powered Wireless Network Model with QoS Awareness

Ritesh Shrivastav, Swapanili Karmore

773 - 782
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An Analytical Performance Evaluation of Intelligent Hot Water Storage Tank for Solar System

Tushar A. Jadhav, Mahesh K. Gaikwad, Ajay D. Diwate, Rajesh N. Pote, Abhijeet L. Dandavate, Ajay A. Chavan

783 - 797
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Detection of Camouflaged Objects Using Convolutional Neural Network

Khandave Vaishali Ramdas, Shyamrao Gumaste

798 - 810
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A Comparative Analysis of Machine Learning Models for Soil Health Prediction and Crop Selection

Yogesh Mali, Vijay U. Rathod, Masira M. S. Kulkarni, Pranita Mokal, Sarita Patil, Vidya Dhamdhere, Dipika R. Birari

811 - 828
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CR System with Efficient Spectrum Sensing and Optimized Handoff Latency to Get Best Quality of Service

Rohini Kale, Shrinivas T. Shirkande, Rupali Pawar, Abhijit Chitre, Sarika T. Deokate, Satpalsing D. Rajput, Jambi Ratna Raja Kumar

829 - 839
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DigiSecure: Attribute-Based Document Transfer Solution

Trishna Panse, Prashant Panse, Reena Thakur, Priyanka Dudhe, Sudhir Shelke, Uma Patel

840 - 848
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Computation of E-learners Textual Emotion to Enhance learning Experience

Prabha S. Kasliwal, Reena Gunjan, Virendra Shete

849 - 858
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Cloud Computing: Hybrid Load Balancing Algorithm Proposal

Anjali Sharma, K. K. Sharma

859 - 864
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Framework for Deploying Web Trustability in Cloud Environment

Amanpreet Singh, Amandeep Kaur, Deepali Gupta

865 - 876
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Intelligent Power Generation from Anaerobic Digestion of Municipal Solid Waste: A Case Study of Faridabad, India

Amit Atri, Anita Khosla

877 - 887
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An Intelligent Model for Efficiently Handling Diverse Formats of Files in Different OSes by Implementing the Unification of File Management Policies to Develop an Advanced Filing System

M. Qasim, W. A. Bhat

888 - 892
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Harnessing AI for Strategic Decision-Making and Business Performance Optimization

Kirti Gupta, Pravin Mane, Omprakash Sugdeo Rajankar, Mahua Bhowmik, Ranjana Jadhav, Sapna Yadav, Shitalkumar Rawandale, Santoshkumar Vaman Chobe

893 - 912
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Study of Code Obfuscation Techniques for the Security of Software Components

Miguel Rodríguez-Veliz, Yulier Nuñez-Musa, Roberto Sepúlveda-Lima

913 - 922
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Performance of Intelligent Wind Turbine Pitch Control through PI, PID, and LQR and Hybrid of PI and LQR Controllers

Nasser Ali Hasson Al-Zubaydi, Karrar Hameed Kadhim

923 - 941
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Improved Inductive Learning Approach -5 (IILA-5) in Distributed System

Ravita Mishra, Bhushankumar Nemade, Kamal Shah, Pravin Jangid

942 - 953
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Diagnosing of Disease using Machine Learning in Healthcare by Internet of Things

Vivek Veeraiah, Ravikaumar G. K. , Neeraj Gupta, Dinesh Singh, Vinod Motiram Rathod, Rama Krishna Yellapragada

954 - 973
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