Vol. 12 No. 11s (2024)

Published: 11.01.2024

Research Article

Designing of a Novel Framework for Marathi Natural Language Processing: MR-LIWC2015

Saroj Date, Sachin N. Deshmukh, Ryan Boyd, Ashwini Ashokkumar, James W. Pennebaker

01 - 14
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Image Demorpher Using Machine Learning: Removing Fake Layers and Restoring Original Images

Vasamsetti Sri Harsha, Tirumalasetti Yuvanth Sai, Gubbala Satya Sai Deepak, Amarendra K., Shaik Areef, Pachipala Yellamma

15 - 20
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Exploring Sentiment Analysis in Kannada Language: A Comprehensive Study on COVID-19 Data using Machine Learning and Ensemble Algorithms

Shankar R., Suma Swamy, Shashiroop Hegde

21 - 29
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Predictive Analytics using Neuro Fuzzy Model and error estimation for a Dynamic Process Control

Chrystella Jacob, Sasipraba T.

30 - 39
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Analysing the landscape of Deep Fake Detection: A Survey

Kishan Vyas, Preksha Pareek, Ruchi Jayaswal, Shruti Patil

40 - 55
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A Novel Pothole Detection Model Based on YOLO Algorithm for VANET

Kamalakannan S., Navaneethan S., Yogesh S. Deshmukh , Sujay V., Sivakami Sundari M., Venkadeshan Ramalingam , Jagadeesan D., Venkatesh C.

56 - 61
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Integrating Cloud Services for Comprehensive Cloud Prediction via NWP, LSTM, and K-Means

Aiswarya Nekkanti, Deva Nandini Kambhampati, Asma Pathan, Amarendra K., Rishitha Musunuru, V. Murali Mohan

62 - 69
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A Novel Deep Learning Approach for Retinopathy Prediction Using Multimodal Data Fusion

Amit Kumar, Naveen Kr. Sharma, Reshmi B., Rashmi Saini, Hemalatha Thanganadar, Abhinav Singhal, P. Varaprasada Rao

70 - 77
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Acoustic Signal Detection of Search-Phase Echolocation Bat Calls with CNN

Anala M. R., Hemavathy R., Dhanush M.

78 - 85
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Air Quality Monitoring System Development using IoT for Indoor Applications

Aneessha Acharya K., Sucheta V. Kolekar

86 - 95
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Smart Irrigation System Techniques using Artificial Intelligence and IoT

Prashant Dharashive, Manish Sawale

96 - 102
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Secure Mobile Payment (SMP): Challenges and Potential Solutions.

Shahad AL-Tamimi , Qasem Abu Al-Haija

103 - 120
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Enhancing Motor Imagery Classification with Deep Learning: A Focus on Dimensionality Reduction and Temporal Features

M. Kanimozhi, R. Roselin

121 - 128
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Analysis of Voltage Source Inverter with Photovoltaic Renewable Energy Source for Improving Power Quality in Solar

K. Hazee Shabbeer Basha, S. Solomon Raj, S. Sivakumar, M. Padmarasan, G. Laxmaiah, K. Bharath Raj

129 - 136
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Optimizing Cloud Resource Allocation and Load Balancing through Eco-Efficient Task Scheduling

S. Amutha, P. Kamarajapandian, J. Nirmaladevi, S. Saravanan, S. Vijayalakshmi, S. Athimoolam

137 - 143
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Enhanced WSN Cloud Security Based on Double Linked Hash Blockchain Security using Prime Padding Rivest Cipher Key policy

R. Ramani, D. Rajendra Prasad, CH. Mohan Sai Kumar, T. Karthikeyan, Shruti Bhargava Choubey, S. S. Rajasekar

144 - 153
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Enhancing Battery Management of Electric Vehicles through Bidirectional Charging for Sustainable Mobility

R. Anitha, V. Diana Earshia, J. Jasmine Hephzipah, A. R. Devi, K. Murugan, J. Karthika

154 - 159
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Advanced Privacy-Preserving Framework Using Homomorphic Encryption and Adaptive Privacy Parameters for Scalable Big Data Analysis

R. Shanthi, M. Dinesh Babu, N. Kousika, C. Vijayaraj, Shruti Bhargava Choubey, S. Sambooranalaxmi

160 - 165
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Harnessing Sentiment Analysis Methodologies for Business Intelligence Enhancement and Governance Intelligence Evaluation

Sourav Sinha, Revathi Sathiya Narayanan, Rakila

166 - 176
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Efficient Brain Tumor Identification Based on Optimal Support Scaling Vector Feature Selection (OSSCV) Using Stochastic Spin-Glass Model Classification

J. Veneeswari, S. Sankar Ganesh, Lalitha Krishnasamy, T. Rengaraj, D. Suseela, N. Kumaran

177 - 187
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Interconnection Efficiency in Grid-Connected Photovoltaic (PV) Systems Using Single-Phase Neural Network-Based Neutral Point Clamped and Cascaded H-Bridge Multilevel Inverters

S. Vijaya samundeeswari, Gerald Christopher Raj Irudayaraj

188 - 198
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Real Time Feature Impact Optimization (RFIO) Based Deep Neural Network Model for Improved 5G-Iot Security

G. Ramasubramanian, S. Rajaprakash

199 - 204
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Weather Impact Based Rainfall Forecasting Model Using ANFIS Neural Network through Internet of Things

K. Shantha Shalini, S. N. Chandra Shekhar, Padmaja Nimmagadda, S. Anusuyahdevi, M. Jamuna Rani, M. A. Mukunthan

205 - 213
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Design and Elevating Cloud Security Through a Comprehensive Integration of Zero Trust Framework

K. Saravanan, R. Anitha, P. Kamarajapandian, Thomas Paul Roy Arockiadoss, K. Sambath Kumar, R. Hariharan

214 - 219
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Enhancing Cyber security Frameworks: Integrating Pigeon-Inspired Optimization and Dense Neural Networks for Advanced Intrusion Detection Using the CIC-IDS-2017 Dataset.

A. Prashanthi, R. Ravinder Reddy

220 - 233
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IoT Based Smart Agricultural Crop Monitoring in Terms of Temperature and Moisture

Gonesh Chandra Saha, Md. Rayhan Islam, Md. Masum Billah, Haider Iqbal Khan, Ruzinoor Che Mat, Md. Mosharraf Hossain, Md Reazul Hoque, Eng. Satta Chandra Pramanik, Hasi Saha

234 - 245
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Designing Confidential Cloud Computing for Multi-Dimensional Threats and Safeguarding Data Security in a Robust Framework

Vasavi Bande, B. Deevena Raju, Karu Prasada Rao, Suneet Joshi, Sonia H. Bajaj, V. Sarala

246 - 255
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A Profound Multitask System for Gender Identification Face Recognition, Confront Discovery, Point of Interest Localization, and Head Position Estimation Hyperface

Mrunal Padalkar, Tejal Shirsat, Snehal Vekhande, Ekta Sarda

256 - 264
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Design and Implementation Internet of Things for Monitoring Temperature and Water Level in Aquascape

I. Ketut Agung Enriko , Erika Lety Istikhomah Puspita Sari , Fikri Nizar Gustiana

265 - 270
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Strawberry Disease Diagnose Mobile App Integration System

I. Ketut Agung Enriko, Erika Lety Istikhomah Puspita Sari, Melinda, M. Fauzan Alfariz, Nanda Arisna, Faruq Miqdad Mudaffar

271 - 277
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An Ameliorated GWO-SQP Model for Enabling an Effective Radar Communication in MIMO Systems

S. V. Bharath Kumar Reddy, Ch. Sumanth Kumar

278 - 289
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Enhancing Transfer Learning Model Performances using Cohen's Kappa Score at Predicting Breast Cancer

Sasanka Sekhar Dalai, Bharat jyoti Ranjan Sahu, Sashikanta Prusty, Jyotirmayee Rautaray

290 - 303
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Hybrid Feature Selection and Classification using RF-DNN for Anomaly Detection in IoT-WSN

Dabbara Jayanayudu, A. Ch. Sudhir

304 - 315
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Synergizing CNN, DBN-Net, Transfer Learning, and DES: An Efficient Hybrid Framework Over Cardiovascular Disease Prediction

Mounika Valasapalli, N. Raghavendra Sai

316 - 326
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Automated Multiclass Skin Disease Diagnosis using Deep Learning

Kuldeep Vayadande, Om Lohade, Sumit Umbare, Piyush Pise, Ajinkya Matre, Manoj Mule, Isha Mahajan, Vaishnavi Karanjawane, Mohit Ingale, Bhagyesh Gaikwad, Vedant Karpe

327 - 336
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A Transfer Learning Based Deep Learning Method for Mesoscale Convective Cloud Segmentation

Vidya Patil, Anuradha Phadke

337 - 349
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Biotechnology and Genetic Engineering using AI: A Review

K. Sreelakshmi, Prabhat Kumar Vishwakarma, S. Govind Rao, Albia Maqbool, Debashisa Samal, Rashmi Saini, Garima Thakur

350 - 364
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Exploring an E-Health Cloud Computing Adoption in Saudi Arabia: Review Article

Ebtesam Abdulrahman Jibreel , Muhamad Shahbani Abu Bakar, Maslinda Mohd Nadzir, Ali Hassan Alhaiti

365 - 379
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Employing CNN Features for Automated Brain Tumor Classification in MRI

Priya Parkhi, Bhagyashree Hambarde, Poorva Agrawal, Muktinath Vishwakarma

380 - 386
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Cubic Grey Relational Luong Attention Bidirectional Long Short-Term Memory based Dissolved Oxygen Prediction in River

Indu Sussan Varghese, R. Gunasundari

387 - 395
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Optimize Retail System Performance by Analyzing Big Data and Visualizing with Power BI

Huu Dang Quoc, Hue Man Thi, Mai Nguyen Thi Ngoc, Huong Vu Dieu

396 - 405
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Enhancing Healthcare 4.0: A Fog Computing-Enabled, Secure, and Energy-Efficient Framework

Mohit Lalit, Gaurav Bathla, Surender Singh

406 - 413
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Machine Learning Strategies Fueling Economic Progress for Start-ups

Riya Sharma, Ambica P. Mani, Sharon Christa, Suma V., Aditya Pai H.

414 - 427
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Foxtail Millet Growth Prediction Using Hybrid Model of Machine Learning and Deep Learning with Efficient Feature Extraction

Santoshkumar Mahendrakar, Sunil Kumar B. S.

428 - 436
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Enhancing Driver Drowsiness Detection: A Fusion of Facial Landmarks and Modified YOLOv5 Architecture

Mohan Arava, Divya Meena Sundaram

437 - 449
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A New Machine Learning Model for Detecting levels of Tax Evasion Based on Hybrid Neural Network

Abeer Shujaaddeen, Fadl Mutaher Ba-Alwi, Ghaleb Al-Gaphari

450 - 468
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Distributed Systems Meet Cloud Computing: A Review of Convergence and Integration

Zainab Salih Ageed, Subhi R. M. Zeebaree

469 - 490
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Evaluation of Healthcare Professionals' Perspectives on Lifelong Learning with Artificial Intelligence: A Study and Web Platform Development

Rakan S. Rashid, Shakir Fattah Kak

491 - 501
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Optimizing the Combination of Forward Chaining and Certainty Factor Methods in Early Diagnosis of Tertiana and Tropical Malaria Diseases

Patmawati Hasan, Elvis Pawan

502 - 511
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Noise Reduction using Modified Central Frequency BWT and RLS filter

Shraddha C. , Chayadevi M. L., M. A. Anusuya, Vani H. Y.

512 - 521
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EarlyNet: A Novel Transfer Learning Approach with VGG11 and Efficient Net for Early-Stage Breast Cancer Detection

Melwin D. Souza, Ananth Prabhu G., Varuna Kumara, Prameela, Chaithra K. M.

522 - 536
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Election Results Prediction Using Twitter Data by Applying NLP

Mukesh Kumar Tripathi, M. Neelakantappa

537 - 546
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Accurate Brain Tumour Segmentation in MRI Images using Enhanced CNN and Machine Learning Methods

M. S. Vinu, Vijayalakshmi Pasupathy, K. P. Senthilkumar, K. Balasubramanian, Dhanaselvam J., Keshav Kumar K.

547 - 556
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IoT-Enabled Intelligent Irrigation System with Machine Learning-Based Monitoring, for Effective Rice Cultivation

Riyajuddin Yakub Mujawar, R. Lakshminarayanan, Jyothi A. P., Shanmuga Prabha P., Sumagna Patnaik, K. Dhayalini

557 - 565
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Detection of Fresh and Root Apples Using the TensorFlow Lite Framework with EfficienDet Lite-2

I. Ketut Agung Enriko , Erika Lety Istikhomah Puspita Sari , Imam Ashabul Yamin , Nizam Albar

566 - 569
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Enhanced Knowledge Based System for Cardiovascular Disease Prediction using Advanced Fuzzy TOPSIS

Huma Parveen, Syed Wajahat Abbas Rizvi, Raja Sarath Kumar Boddu

570 - 583
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Multi-Disease Classification and Severity Estimation of Cotton and Soybean Leaves Using Convolutional Neural Network

Vaishali G. Bhujade, V. K. Sambhe

584 - 594
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Evaluating Arabic Lexicon Structure with Machine Learning Techniques

Aya Mohammed Abdul-Samad, Salma A. Mahmood

595 - 604
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A AI based Model for Achieving High Reliability Faculty Performance Using Various Machine Learning Algorithms

Charlene Grace M. Garces

605 - 618
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Deep Learning based Automatic Facial Emotion Recognition

Shivangi Srivastav, Ashish Khare

619 - 624
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An Intelligent Engineering Based Water Treatment Injection Portable Type for Drinking Water Fulfilment in Disaster Conditions (Engineering Design)

Rifai Agung Mulyono, Wibowo Ady Sapta, Wiwit Aditama

625 - 633
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Enhancing Early Detection and Prediction of Diabetes Mellitus in Patients of Indian Origin through Rigorous Machine Learning Techniques with Comprehensive Models Evaluation

Prosanjeet Jyotirmay Sarkar, Santosh Pawar

634 - 639
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Enhancing Communication Security in Hybrid Cloud Environments Through an Innovative Cryptographic Algorithm

Kuber Datt Gautam , Rajeev G. Vishwakarma

640 - 648
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A Blockchain-Based Approach to Ensuring the Security of Electronic Data

Sonali D. Patil, Atul B. Kathole, Savita Kumbhare, Kapil Vhatkar, 5Vinod V. Kimbahune

649 - 655
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Design and Implement Technique for Security of IoT-5G System using RSA Algorithm

Pratik Shah , Deepika Pathak

656 - 674
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Chaos Game Optimization with Machine Learning Enabled Social Distance Detection and Classification Model

Dhanya G. Nair, K. P. Sanal Kumar, S. Anu H. Nair

675 - 684
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Identification of Cow Hoof Disease in Early Stage using Internet of Things (IoT) and Machine Learning

Durairaj K., Dhilip Kumar V., Kanagachidambaresan G. R.

685 - 693
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