Vol. 12 No. 2s (2024)

Published: 27.10.2023

Research Article

Cloud Data Security by Hybrid Machine Learning and Cryptosystem Approach

Aditya Kumar Shukla, Ashish Sharma

01 - 14
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An Automated Embedded Distribution of Deep Learning Heart Disease Identification System Using ECG Signal

Padmavathi C., Veenadevi S. V.

15 - 26
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Enhancing Medical Image Analysis Through Deep Learning-Based Lesion Detection

Anant Nagesh Kaulage, Raju M. Sairise, Niket Pundlikrao Tajne, Pallawi Unmesh Bulakh, Sarika T. Deokate, Satpalsing D. Rajput

27 - 36
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An Extensive Comparative Analysis on Different Maze Generation Algorithms

Deepak Mane, Rajat Harne, Tanmay Pol, Rashmi Asthagi, Sandip Shine, Bhushan Zope

37 - 47
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Exercise Movement Detection Using Spearman Correlation-based Sliding Window Technique

Anant Kaulage, Deepak Mane, Gopal Upadhye, Satpalsing D. Rajput, Satish Kale, Bhushan Zope

48 - 54
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“Analyzing the Performance of SVM-ACO Classifier and Hybrid Optimization Techniques in MRI Brain Tumor Segmentation for Early Prognosis”

Sarvesh Warjurkar, Sonali Ridhorkar

55 – 64
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Designing an Efficient Multi-Domain Feature Analysis Engine with Incremental Learning for Continuous Feedback-Based Image Retrieval.

Milind Vijayrao Lande, Sonali Ridhorkar

65 - 81
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Performance Improvement in ALGaN /GaN HEMT by High-K Approach

Swati Dhondiram Jadhav, Aboo Bakar Khan

82 - 92
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Unveiling Cosmic Enigmas: Fast Radio Bursts Analysis Using Machine Learning and Convolutional Neural Networks

Vandana Jagtap, Rakesh K. Yadav

93 - 108
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Deep Learning with Multi-Headed Attention for Forecasting Residential Energy Consumption

Bhalchandra M. Hardas, Shivkant Kaushik, Ankur Goyal, Yashwant Dongare, Mithun G. Aush, Shwetambari Chiwhane

109 - 119
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Design and Implementation of Machine Learning-Based Network Intrusion Detection

Srinivas Ambala, Anirudh Krushna Mangore, Mubin Tamboli, Satpalsing Devising Rajput, Shwetambari Chiwhane, Amol Dhumane

120 - 131
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Horse Race Results Prediction Using Machine Learning Algorithms With Feature Selection

Meenakshi Gupta, Latika Singh

132 - 139
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Photovoltaic Fuzzy - MPPT Based Smart Battery Charger for Low Power Applications

Aarti S. Pawar, Nilkanth B. Chopade, Mahesh T. Kolte, Hrishikesh Mehta

140 - 162
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Power-Efficient Reconfigurable FRM Filter-Bank using Brent Kung Adder for Hearing Aids

Anjali Shrivastav, Sheetal Bhandari, Mahesh Kolte, Paras Mahajan

163 - 173
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Detection of Epileptic Seizures Using Hybrid Deep Learning Approaches

K. Dileep Kumar, Sachikanta Dash, Rajendra Kumar Ganiya

174 - 180
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Depression Therapy Chat-Bot using Natural Language Processing

Roshani Raut, Sapana Kolambe, Pradnya Borkar, Anita Shingade, Monali Gulhane

181 - 187
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Analysis of Cotton Leaf Curl Diseases Using Advanced Learning Model

M. Dhana Lakshmi, Bidush Kumar Sahoo, Rajendra Kumar Ganiya

188 - 194
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Rate Evaluation of Electromyography Signals for Knee in Gait

Sara W. Almola, Enas T. Shabkhoon

195 - 203
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Enhancing Cybersecurity Against Emerging Threats in the Future of Cyber Warfare

Zina Balani, Naska Ismael Mustafa

204 - 209
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Artificial Intelligence Model for Citizen Service in Mixed-Economy Companies

William Higuera Paz, Fabiola Sáenz Blanco

210 - 222
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Breast Cancer Detection Using Random Forest Supported by Feature Selection

Mustafa Ali Hasan Dalfi, Sihem Chaabouni, Ahmed Fakhfakh

223 - 238
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Improved Deep Learning-Based Classifier for Detection and Classification of Aloe Barbadensis Miller Disease

Sonali, Sunita Sachin Dhotre

239 - 254
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Analysis of Machine Learning and Deep Learning Methodologies for Classification and Detection of Arrhythmia

Sudipta Sahana, Ritam Dutta, Sumit Kumar Kapoor , Saswata Chakraborty, Solanki Mitra

255 - 266
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Deep Neural Networks for Automated Image Captioning to Improve Accessibility for Visually Impaired Users

Yashwant Dongare, Bhalchandra M. Hardas, Rashmita Srinivasan, Vidula Meshram, Mithun G. Aush, Atul Kulkarni

267 - 281
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Identification of Brain Tumors using a Combined Approach of Discrete Wavelet Transform and Principal Component Analysis

Sweta Arvind Raut, Mohd Zuber

282 - 293
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Emotionally Intelligent Music Player for Mood Improvement based on Text Emotion Recognition using Deep Learning Approach

Shrikala Deshmukh , Preeti Gupta

294 - 302
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Energy Management for Internet of Things-Based Smart Buildings Using a Novel Deep Learning Technique

Nishar Ahamed Manzoor, Punitha Nicholine Johnson, Arul Prasanna Mark

303 - 312
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The Detection of Twitter Trolls Interventions Using Machine Learning Algorithms

Hayder H. Safi

313 - 321
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Bibliographic Analysis of Soft Computing Components from 1999– 2018 in India

M. Barathkesavan, K. Kartheeban, S. Ramkumar Sivasakthivel, Manikandan Rajagopal

322 - 337
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An Improved Neural Manufacturing Corporate Credit Rating Model Based on LSTM

Rui Zhang, Binbin Chen, Rachsak Sakdanuphab

338 – 351
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An Optimal Portfolio Construction for Asset Management with Back-Test Using PSO Algorithm and PyPortfolioOpt in Indian Stock Market

Nikhitha Pai, Ilango V., Nithya B.

352 – 361
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An Approach to Improvise Blockchain Scalability Using Sharding and PBFT

Murthy D. H. R., K. G. Mohan, Jacob Augustine, G. K. Patra

362 – 370
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Evolutionary Strategies for Parameter Optimization in Deep Learning Models

Murthy D. H. R., Shalini S., Aditya Kumar Gupta, Kiran Mayee Adavala, Ahmad Tasnim Siddiqui, Rohan Shinkre, Prasanna P. Deshpande, Manoj Pareek

371 - 378
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Prospects of Using Blockchain Technology in the Organization of the Transportation Process and Supply Chain

Ziyoda Mukhamedova, Dilbar Mukhamedova

379 - 387
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Artificial Intelligence Enabled Network Intrusion Detection Model (AI-NIDM) for Smart Grid Cyber-Physical Systems

P. Dhanasekaran, Sakthivel V., N. Jayashri, M. S. Hemawathi, Vishnu Kumar Kaliappan

388 - 396
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Extending the FSM Model for Critical Decision-Making and Safety Control in Autonomous Vehicles

V. Tamil Selvi , M. Dhurgadevi , Prithiviraj, T. Jackulin, K. Baskaran

397 - 410
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Performing Dynamic Malware Analysis in Software Defined Network using LSTM Technique

Vasantharaj Karunakaran, Angelina Geetha

411 - 419
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FPGA Implementation of Adaptive Hold Logic Vedic Fused Dot Product Floating-Point Multiplier Using Razor Flip -Flop

G. Erna, V. Saidulu, G. Srihari, K. Babu Rao

420 - 434
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Big Data Architecture Framework for Data Analysis and Processing in Ecosystem

K. Chanthirasekaran, S. Yogeeswaran , Rafikullah Deraman, T. Jackulin, S. V. Manikanthan

435 - 443
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Enhancing Education Through Gamification Using Data-Driven Techniques: A Comprehensive

K. Sankara Narayanan, A. Kumaravel

444 - 452
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Fuzzy C-Means Clustering Based Energy-Efficient Protected Optimal Path-Routing Protocol for MANET

V. Purushothaman, Jeevitha Sivasamy, S. Karthik, Abhishek Choubey, S. P. Prakash, T. Blesslin Sheeba

453 - 466
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User’s Learning Capability Aware E-Content Recommendation System for Enhanced Learning Experience

P. Vijayakumar, G. Jagatheeshkumar

467 - 474
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Designing and Performance Analysis of a Concentrated Solar Power System in Cold Arid High DNI Area

C. Vennila, G. Muralikrishnan, G. Malathi, D. R. Srinivasan, Ravinaik Banoth, J. Immanuel Durai Raj

475 - 486
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Artificial Intelligence (AI) Enabled Image Upscaler for Retinal Anomaly Detection with Dense Neural Computation

V. J. Chakravarthy , Sri Raman Kothuri, K. Rajesh, R. Halima, Mahendra T. Jagtap, CH. M. H. Saibaba

487 - 494
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A Machine Learning Approach for Detecting DDOS Attack in IoT Network Using Random Forest Classifier

P. Elamparithi, S. Kalaivani, S. Vijayalakshmi, E. Keerthika, S. Koteswari, R. Sathesh Raaj

495 - 502
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An Innovative Cryptography Safety Algorithm Called S-RSB-23 for Protecting Data Using Machine Learning Algorithm

C. Bagath Basha, S. Rajaprakash, Nitisha Aggarwal, MD Riyazuddin, Mohd Sirajuddin, Srihari Babu Gole

503 - 510
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Artificial Intelligence-Powered Electric Vehicle's Battery Management System with IoT

Nageswara Rao Gali, Singamaneni Krishnapriya, G. Kirubasri, Mahendra T. Jagtap, A. V. G. A. Marthanda, Mohammad Shahid

511 - 518
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A Novel Chaotic Optimized Boost Long Short-Term Memory (COB-LSTM) Model for Students Academic Performance Prediction in Educational Sectors

K. Sankara Narayanan, A. Kumaravel

519 - 528
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A Smart and Effective Energy Management System for Shipboard Applications using a Stochastic Fractal Search Network (SFSN) Controlling Model

P. Senthil Kumar, T. Kanimozhi

529 - 539
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Detection of Spectrum Sensors for Maximizing Eigenvalue and Hardware Efficiency in Cognitive Radio Networks Using Machine Learning

K. Vadivelu, E. Gnanamanoharan, S. Tamilselvan

540 - 552
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A Naive Bayes Approach for Improving Heart Disease Detection on Healthcare Monitoring Through IoT and WSN

E. Aarthi, Joel Devadass Daniel, G. Merlin Suba, N. P. Dharani, C. Punitha Devi

553 - 570
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An Effective Object Detection and Background Elimination Using Image Retrieval Method in Surveillance

Ch Lavanya Ratna , Y. Srinivas

571 - 580
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Framework for Sustainable Energy Management using Smart Grid Panels Integrated with Machine Learning and IOT based Approach.

Ahmad Y. A. Bani Ahmad, P. William, Dipesh Uike, Amol Murgai, K. K. Bajaj, A. Deepak, Anurag Shrivastava

581 - 590
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Relative Positioning of Autonomous Ground Vehicles Combining Multi-GNSS (GPS-L1, GLONASS-G1 and BDS-B1) Observations

K. C. T. Swamy, Yatagiri Telugu Rupa Sree, P. Penchalaiah, Suresh Babu Jugunta, Bhasha Pydala, K. K. Baseer

591 - 599
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A Proposed High Efficient Current Control Technique for Home Based Upper Limb Rehabilitation and Health Monitoring System during Post Covid-19

M. Veeresh Babu, V. Ramya, V. Senthil Murugan

600 - 607
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Automatic Detection of Covid-19 from Chest X-Rays using Weighted Average Ensemble Framework

P. V. Naresh, R. Visalakshi, B. Satyanarayana

608 - 614
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Investigation of Beam Forming Algorithms Using Smart Antenna for Modern Wireless Communication

Narayanadas Mallaiah, N. V. Koteswara Rao , D. Ramakrishna

615 - 620
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Enhancing Fraud Detection: Leveraging Deep Learning Methods for Retail Transactions

Kiran Maka , S. Pazhanirajan , Sujata Mallapur

621 - 628
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A Stacking Model for Outlier Prediction using Learning Approaches

Boddu L. V. Siva Rama Krishna, V. Mahalakshmi, Gopala Krishna Murthy Nukala

629 - 638
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A Constructive Model for Dyslexia and ADHD Prediction using Feature Learning and Boosting Approaches

Pavan Kumar Varma Kothapalli, V. Rathikarani, Gopala Krishna Murthy Nookala

639 - 649
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Comparative Study of KNN and LR Approaches of Machine Learning with Respect to the Identification of Phishing Websites

Sachin Kadam, Nidhi, Pratibha Deshmukh, Nidhi Khare, Irfan Khatik

650 - 656
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Optimized Light-Weight Deep Learning Model for Rice Disease Identification

Pardeep Seelwal, Tilak Raj Rohilla

657 - 664
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Traffic Light Controller for Urban Cities Using Fuzzy Approach

Vinay Yadav, J. P. Tripathi, Bhawesh Kumar Thakur, Dharmendra Kumar

665 - 670
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Route Optimization to Manage the Medical Waste in Real-Time

Rakesh U., Ramya V., Senthil Murugan V.

671 - 677
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Identification of Autism Spectrum Disorder Using Modified Convolutional Neural Network (MCNN) and Feature Selection Techniques

S. Saravana Kumar, K. Selvakumar, V. Senthil Murugan

678 - 691
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Switched Reluctance Motor Drive Controller Design using Adaptive Neuro-Fuzzy Controller

K. Nagesh, D. Lenine, P. Sujatha

692 - 698
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Optimal Feature Selection and Classification of Respiratory Diseases by Novel EFICNN-EBOA Algorithm: A Real Time Implementation Concept

R. Rampriya, N. Suguna, R. G. Suresh Kumar, P. Sudhakar

699 - 712
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Design of Rectangular Wave Guide to Coaxial Line Microwave Source System for the Differential Dielectric Heating in Agriculture Using Parallel Plate Applicator

Sandeep V. Gaikwad , Ajay Yadaorao Borkar, Vijaya N. Aher , Rahul S. Pol , Daulappa G. Bhalke, Vishal G. Padwal

713 - 717
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Image Processing based Robotic Car for Agricultural Ploughing using Machine Learning Approach

A. Deepak, Kamal Sharma, Guruprasad Ramakrishna Naik, Devangkumar Umakant Shah, Gajanand Modi, S. Poonguzhali, Durgeshwar Pratap Singh

718 - 724
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