Vol. 12 No. 16s (2024)

Published: 15.02.2024

Research Article

Energy Efficiency Minimum Rank with Hysteresis Objective Function (EE-MRHOF) for RPL routing in IoT Networks

A. Ramesh, K. Kamali

01 - 07
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Comparative Analysis of Lexical Chain, Bidirectional Encoder Representations from Transformers (BERT) and Graph based Approaches for Condensation of Low Resource Language Documents

Pranjali Deshpande, Sunita Jahirabadkar

08 - 15
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LeafGuard: Efficient Soybean Leaf Defect Classification in Indian Agriculture Using Fine-tuned CNN

Kalpesh Patel, Atul Patel

16 - 24
Designing Highly Secured Speaker Identification with Audio Fingerprinting using MODWT and RBFNN

I. Rajani Kumari, Kalyan Babu

25 - 30
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Efficacy of Machine Learning Models in Lung Cancer Detection: An Emphasis on Bees with ICA Hybrid Feature Extraction

Ashok Kumar Gottipalla, Prasanth Yalla

31 - 40
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Automatic Diagnosis of Fracture using Deep Learning and External Validation: A Systematic Review and Meta-Analysis

Irfan Khatik, Sachin Kadam, Milind Gayakwad, Rahul Joshi, Ketan Kotecha

41 - 48
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Deepfake Technology and Image Forensics: Advancements, Challenges, and Ethical Implications in Synthetic Media Detection

Nilakshi Jain, Shwetambari Borade, Bhavesh Patel, Vineet Kumar, Mustansir Godhrawala, Shubham Kolaskar, Yash Nagare, Pratham Shah, Jayan Shah

49 - 58
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The Impact of Data Preprocessing on the Quality and Effectiveness of E-Learning

Mounia Rahhali, Lahcen Oughdir, Youssef Lahmadi, Mohammed Zakariae El Khattabi

59 - 65
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Transfer Learning with Optimization Enabled Person Recognition using Ear Images

Sowmya M N, Keshava Prasanna

66 - 76
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A Hybrid Cryptographic Algorithm-based User Authentication and Secured Data Transmission in Blockchain-based Internet of Vehicles (BIOV) Environment

Girija. V, Victo Sudha George G

77 - 84
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A Hybrid Ensemble Learning Approach for Efficient Diabetic Retinopathy Prediction and Classification Using Machine Learning and Deep Learning Techniques

Arpit Shah, Warish Patel, Hakan Koyuncu

85 - 93
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2D Wavelet Transform on Extraction of Heartbeat Signal with Ultra-Wideband Impulse Radar

Khoa Nguyen Dang, Tran Thi Van, Pham Hai Yen, Bui Thanh Tung, Van Su Luong, Minhhuy Le

94 - 100
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A Fuzzy Approach to Evaluate Data Colocation Centers

Sadia Husain

101 - 105
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Support Vector Machine with Grid Search Cross-Validation for Network Intrusion Detection in Cloud

N. Sujata Kumari, Naresh Vurukonda

106 - 113
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Hyperspectral Imaging Technique to Analyse Fruit Quality using Deep Learning: Apple perspective

Manoj Chandak, Sunita Rawat

114 - 123
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Selective Harmonic Elimination: A Comparative Analysis for Three-Phase Cascade H-bridge Nine-Level Inverter

Vishwanath B R, P S Puttaswamy

124 - 130
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Machine Learning Strategies in Real-World Engineering Applications: A Comprehensive Survey

Raman Kumar, Priyanka Rani

131 - 140
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Rainfall Based Flood Prediction in Kerala Using Machine Learning

Vidya S, Gayathri S, Dilsha M, Krithika S

141 - 144
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Using Machine Learning in Detecting Ganoderma Disease in Oil Palm Plants

Mardiana Wahyuni, T. Sabrina, Mukhlis, Heri Santoso

145 - 155
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Estimating the Distance of a Moving Object through Optimized DSP-Depthnet

Shwetambari G.Pundkar , Amit K. Gaikwad

156 - 166
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A Systematic Review of Fundus Image Analysis for Diagnosing Diabetic Retinopathy

Sumathi K., Sendhil Kumar K. S.

167 - 181
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A Review of Techniques and Applications for Machine Learning and Deep Learning

Yogeshwari Mahajan, Renuka Patil, Swapnalini Pattanaik, Trupti S. Firake, Rajeshwari Kodulkar, Suraj S. Damre, Deepak Uplaonkar

182 - 187
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Comprehensive Survey on Agent Based Deep Learning Techniques for Space Landing Missions

Utkarsh R. Moholkar, Dipti D. Patil

188 - 200
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A Novel Approach to Abstract the Design Information and Minimal Cover from the Restructured Java Program

Aparna K. S., R. N. Kulkarni

201 - 208
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Implementation of Machine Learning Techniques to Assess the Authenticity of Multimedia Data

Shruthi S., Manjunath R., Shivashankar

209 - 216
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Efficient Design of Configurable Logic Block with Customized LUT using Reversible Fault Tolerant Gates

Ravi L. S., Naveen K. B.

217 - 226
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Maximizing Answer Relevance in Community Question Answering with Low Computational Overhead: Insights from Clustering and Fuzzy-Ranking

Manisha Vilas Khadse, Neeraj Sahu

227 - 240
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Under Publication

Under Publication

241 - 249
Comparative Analysis of Different Machine Learning Techniques Along with Hyper-Parameter Optimization for Prediction of Small Data Set Long Term Electricity Demand of Assam

Sarma Anurag, Nath Rupanjali

250 - 263
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Deep Learning and Machine Learning Approach to Breast Cancer Classification with Random Search Hyperparameter Tuning

Inutu Kawina, Amarendra K. , Bhaskar Marapelli

264 - 275
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IoT-Enabled Smart Condition Monitoring Tool for Oil-filled Transformers

Jasper D., Sujit Khandai, Nirmal Kumar Roy

276 - 280
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Utilizing Support Vector Machines for Early Detection of Crop Diseases in Precision Agriculture a Data Mining Perspective

Vinay Saxena, Mala Singh, Parul Saxena, Mukesh Singh, Arun Pratap Srivastava, Navneet Kumar, A. Deepak, Anurag Shrivastava

281 - 288
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Fuzzy Intrusion Detection Method and Zero-Knowledge Authentication for Internet of Things Networks

Navin Kamuni, Iratus Glenn A. Cruz, Yeruva Jaipalreddy, Rakesh Kumar, Vivek Kumar Pandey

289 - 296
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AI-Driven DevOps Practices for Healthcare Data Security and Compliance

Naveen Vemuri

297 - 305
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Energy-Efficient Bio-Inspired Hybrid Deep Learning Model for Network Intrusion Detection Based on Intelligent Decision Making

Sandeep Kumar Hegde, P. William, Mule Shrishail Basvant, A. Deepak, Arti Badhoutiya, A L N Rao, Amit Srivastava, Anurag Shrivastava

306 – 319
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Fuzzy-Based Medical Image Processing and Analysis

Parul Saxena, Vinay Saxena, Mule Shrishail Basvant, Yogesh Lohumi, Manish Saraswat, Akhil Sankhyan, A. Deepak, Anurag Shrivastava

320 - 327
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Edge Cloud Server Deployment with Machine Learning for 6G Internet of Things

Chhaya Nayak, P. William, Rakesh Kumar, A. Deepak, Kanchan Yadav, A L N Rao, Amit Srivastava, Anurag Shrivastava

328 – 340
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Multi-Modal Explainability Evaluation for Brain Tumor Segmentation: Metrics MSFI

Maria Nancy A., K. Sathyarajasekaran

341 - 347
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A Composite Approach in Sentiment Analysis using Random Multimodal Deep Learning

Minu P. Abraham , Udaya Kumar Reddy K. R.

348 - 358
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Privacy Preserving Access Controlled Interactive Clustering as Service Over Hybrid Cloud

Amogh Pramod Kulkarni, Manjunath T. N., Shwetha Shetty B., Chandrashekara Lingaiah Nagaratna

359 - 367
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Feature Extraction and Analysis of SIFT features for ELA of Authentic and Forged Images

Rupali M. Bora, Mahesh R. Sanghavi

368 - 373
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Efficient Plant Disease Detection on RISC Devices: A comparison of Basic CNN, AlexNet, ResNet-50, and MobileNet Models using MiniTensorFlow

Rushikesh S. Tanksale, Sunil B. Mane

374 - 383
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A Novel Lightweight Algorithm for IoT Data in Cold Chain Applications

Divya James, T. K. S. Lakshmi Priya, Yaseen Mohemed

384 - 388
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Automatic Identification of Hurricane Damage Using a Transfer Learning Approach with Satellite Images

Vinston Raja R., Deanbeemarao B., Jimson L., Angel Kiruba D. R., Gnanaprakasam C.

389 - 399
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Novel DSIDS- Deep Sniffer Intrusion Detection System

Abhijit Kadam, Bindu Garg, Milind Gayakwad, Ketan Kotecha, Rahul Joshi

400 - 407
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Integration of IoT and DNN Model to Support the Precision Crop

C. Sasikala, P. Srilatha, Shaik Khaleelullah, Ch. Ravindra, Anup Kadam, K. Gurnadha Gupta

408 - 416
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A Method for Unsupervised Ensemble Clustering to Examine Student Behavioral Patterns

K. Shyam Sunder Reddy, P. Rajya Lakshmi, D. Maruthi Kumar, P. Naresh, Y. N. Gholap, K. Gurnadha Gupta

417 - 429
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Safeguarding DevOps Environments: AI-Based Continuous Security Monitoring

Diyyala Sravani, Pilla Sri Viswas, Potru Chandu Kiran, Jonnala Rohith Reddy, N. M. Jyothi

430 - 438
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Machine Learning Technique to Predict the Right Buying and Selling for EUR_USD

Mohamed EL Mahjouby, Younes Manzali, Mohamed Taj Bennani, Mohamed Lamrini, Mohamed EL FAR

439 - 445
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A Review on Performance Enhancement of Deep Learning Based Face Detection System

Vinod M. Rathod, Sohit Agarwal, Rajendra B. Mohite, Amit Jaykumar Chinchawade, Madhav Jagannath Salunkhe, Uttam P. Waghmode

446 - 451
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Predicting Premature Birth During Pregnancy Using Machine Learning: A Systematic Review

Anggrita Sari, Muhammad Modi Lakulu, Ismail Yusuf Panessai

452 - 463
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A Comparative Analysis of Machine Learning Models Used for Hate Speech (Hs) Detection of Odia Language

Aloka Natha, Bichitrananda Behera, Debaswapna Mishra, Saumya Ranjan Sahu, Subhasis Mohapatra

464 - 476
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Analysis of Recommender Systems in Heterogeneous Information Networks using HINPy

Sadhana Kodali , Madhavi Dabbiru, Thirupathi Rao Komati

477 - 482
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A Cognitive Approach for Effective Malaria Detection

Ganesh Dongre, Ravi Raut, Makarand M. Jadhav, Purvesh Patil, Yash Pansare, Prasidh Shetty, Yash Pawar, Parth Jadhav

483 - 490
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Automated Detection of Arrhythmia in ECG Signals using CNN

Ghousia S. Begum, Vipula Singh

491 - 502
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Detection of Distributed Denial of Service (DDOS) Attack Using Logistic Regression and K Nearest Neighbor Algorithms

G. Gnana Priya, S. Harini Shriram, S. Jeeva, G. Sakthi Priya, K. Balasubadra

503 - 508
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Technical and Economic Assessment of PV Resource Based DC and AC Connected Behind the Meter System for Residential Load

Khan Huma Aftab, Mohd. Yusuf Yaseen, Mohammed Asim

509 - 519
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Hybrid Deep Learning Algorithms for Predicting Nutrient Deficiencies in Paddy Crops using CNN and Super Resolution Generative Adversarial Neural Networks

P. Veera Prakash, Muktevi Srivenkatesh

520 - 526
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Study on Stress Level and Coping Strategies among Women Entrepreneurs through Machine Learning Algorithms

R. Krithiga, G. Velmurugan

527 - 534
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Convolutional Arabic Handwriting Recognition System Based BLSTM-CTC Using WBS Decoder

Mouhcine Rabi, Mustapha Amrouche

535 - 548
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A Privacy-Preserving Data Mining Approach in Multi-Dimensional Data Set based on the Random and Cumulative Integrated Noise

Shailesh Kumar Vyas, Swapnili Karmore, Pinkal Jain

549 - 561
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Segmenting and Identifying Spinal Tuberculosis Disease using An Enhanced CSA and Rider Optimization Technique

Askarali K. T., E. J. Thomson Fredrik

562 - 570
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Enhancing Recommender Systems: A Hybrid Approach for Precision Matchmaking in Digital Environments

Nilesh Rathod, Aruna Gawade, Komal Patil, Vidit Parekh, Yash Shah, Shubh Shah

571 – 583
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TECHECOSYS- IoT-Based Agriculture with the Blockchain Initiative

Surya M., S. Manohar

584 - 596
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YouTube Video Analyzer Using Sentiment Analysis

Goli Sushma, Vadicherla Raju, Rajashekar Kandakatla, Neethipudi Sashi Prabha, Rajesh Saturi, L. Mohan

597 - 601
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Deciphering Excellence: Comparative Study of Deep Learning Models in Handwriting Recognition

Sunitha S. Nair, P. Ranjit Jeba Thangaiah

602 - 614
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Creating A Weighted Hybridization Approach for A Music Recommendation System to Tackle Significant Challenges Inherent in Recommendation Systems

M. Sunitha , T. Adilakshmi, Marepalli Radha, G. Venkat Rama Reddy, M. Sandhya Rani

615 - 623
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Selective Harmonic Elimination: A Comparative Analysis for Three-Phase Cascaded H-bridge Nine-Level Inverter

Vishwanath B. R., P. S. Puttaswamy

624 - 632
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Handling Information Security Wisely Utilising the Aggressive Cuckoo Search Algorithm in Lock Systems

Adusumalli Balaji, Ch. Indira Priyadarsini, Eluri Nageswara Rao, Gowru Bharath Kumar, Arumalla Nagaraju, Narne Srikanth, Popuri Srinivasarao

633 - 645
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Diagnosing the Heart Diseases through Recurrent Neural Network in Associates with Artificial Fish Swarm Optimization

Revatthy Krishnamurthy, M. Amanullah, K. Ramkumar

646 - 654
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Vertical Text Detection and Recognition in Natural Scene Images: A Vertical Text Classifier and Detector with Gated Dual Adaptive Attention Mechanism

A. S. Venkata Praneel, T. Srinivasa Rao

655 - 663
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Human Activity Recognition using Extremely Fast Decision Tree Classifier

Divya Sharma, Usha Chauhan, Huma Khan

664 - 671
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Optimizing Data Embedding Through Coati-inspired Discrete Fourier Transform Techniques

Neetha S. S., Bhuvana J.

672 - 678
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An Efficient Blockchain-Based Active Learning Semi-Supervised Smart Contracts in Ethereum Blockchain Traceable Food Supply Chain

Feon Jaison, Janaki K.

679 - 689
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Design of a Human-Centric Sensing Technology and Systems for Wildfire Prevention in Peatland of Riau Province

Diki Arisandi, Amir Syamsuadi, Liza Trisnawati

690 - 697
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Performance Evaluation of 5G New Radio Physical Uplink Channels with LDPC and Polar Coding on AWGN Channels

Arun Kumar, Nishant Gaur, Sumit Chakravarthy, Aziz Nanthaamornphong

698 - 701
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An Intelligent IoT Framework for Personalized Healthcare: Integrating Machine Learning Algorithms for Real-time Patient Monitoring and Diagnosis

Sherif Tawfik Amin, Suresh Limkar, Mohammed Eltahir Abdelhag, Mohammed Hassan Osman Abd Alraheem, Alfadil Ahmed Hamdan

702 - 712
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Analysis of Single-View and Multi-view K-Means Clustering on Big Data Environment

Satish S. Banait, Namrata D. Ghuse, Dipak D. Bage, Sonali N. Jadhav, Avinash A. Somatkar, Vinod B. Bhamare

713 - 722
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Classification of ECG For Atrial Fibrillation Using NFC Card for Medicare Record

Yashanjali Sisodia, Rupesh Mahajan, Suvarna Alhat, Minal Shahakar, Seema Darekar, Sarika Sawarkar

723 - 729
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A Fuzzy Machine Learning Based Approach for Promoting Sustainability in Agriculture.

Smaranika Mohapatra, Neha Chaudhary

730 - 736
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