Vol. 12 No. 12s (2024)

Published: 12.01.2024

Research Article

Blockchain Technology in Healthcare System for Sharing Confidential Information between Departments and Doctors

Manish Pundlik , Pramod Pandurang Jadhav

01 - 10
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An Embedded VGG 22 Model for Gender Classification in Crowd Videos

Priyanka Singh , Rajeev Vishwakarma

11 - 33
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Enhancing Intrusion Detection System using Deep Q-Network Approaches based on Reinforcement Learning

Ankit Chakrawarti , Shiv Shakti Shrivastava

34 - 45
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Secured Electronic Clinical Unified Record Exchange using Blockchain Ledger and Optimized Cryptography

Arti Krushnarao Walzade, Pradnya A. Vikhar

46 - 59
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OE-MDL: Optimized Ensemble Machine and Deep Learning for Fake News Detection

Raut Rahul Ganpat , Sonawane Vijay Ramnath

60 - 85
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A High-Level Ensemble Feature Selection Algorithm for Mitigating the Dimensionality in Stress Data

Prashant M. Suryavanshi, Pradnya A. Vikhar

86 - 99
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Improved System for Smart City Street-Lighting Controlling based on Web Technology Principles

Rezgar Hasan Saeed

100 - 114
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Autoencoder-Driven insights into Credit Card Fraud: A Comprehensive Analysis

Wani Bisen, Hirkani Padwad, Gunjan Keswani, Yash Agrawal, Rashmi Tiwari, Vinit Tiwari

115 - 120
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Analysis and Synthesis of Image Dehazing Using Deep Learning Algorithm

Anant More, Swapnil Lahudkar

121 - 128
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Leveraging Contextual Factors for Word Sense Disambiguation in Hindi Language

Hirkani Padwad, Gunjan Keswani, Wani Bisen, Rajshree Sharma, Sopan Thakre, Aditi Tiwari

129 - 136
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Sentiment Analysis of Students Feedback Using Lexicon Based Method and Hybrid Machine Learning Method

Shital A. Patil, Krishnakant P. Adhiya, Girishkumar K. Patnaik

137 - 145
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BCRNVSRM: Design of an Iterative Fusion of BiLSTM & BiGRU with Convolutionally Recurrent Neural Networks to Enhance Summarization Efficiency of Videos with Rapid Movements

Darshankumar D. Billur, Manu T. M.

146 - 159
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Abstractive Long Text Summarization using Large Language Models

Gunjan Keswani, Wani Bisen, Hirkani Padwad, Yash Wankhedkar, Sudhanshu Pandey, Ayushi Soni

160 - 168
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Deep Learning for Anomaly Detection in Spatio- Temporal Maharashtra Weather Data: A Novel Approach with Integrated Data Cleaning Techniques

Kunal Kulkarni, Yashashree Mahale, Nida Khan, Nandhini K., Shilpa Gite

169 - 182
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Enhancing Software Defect Projections Performance by Class Rebalancing

Ranjeetsingh Suryawanshi, Amol Kadam

183 - 191
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A Comparative Study on Machine Learning and Fuzzy Logic-Based Approach for Enhancing Credit Card Fraud Detection

Jayanthi. G, Deepthi. P, B. Nageswara Rao, M. Bharathiraja, Logapriya. A

192 - 199
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Machine Learning-Based Intrusion Detection: A Comparative Analysis among Datasets and Innovative Feature Reduction for Enhanced Cybersecurity

T. R. Ramesh, T. Jackulin, R. Ashok Kumar, K. Chanthirasekaran, M. Bharathiraja

200 - 206
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Improvement of Packet Delivery Ratio in Wireless Mesh Network Using Hybrid Routing Protocol in VoIP Application

A. Muniappan, G. Arul Dalton, A. Prithiviraj, T. Jackulin, A. Karthikayen

207 - 222
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Industry 5.0 based on Hybrid and Nonlinear Systems in Robustness

K. P. Manikandan, A. Saravanan, A. Kadirvel, D. Venkata Subramanian, Anitha Jaganathan

223 - 230
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Enhancing the Food Processing in Industry 5.0 Based on Artificial Intelligence

M. S. Maharajan, Thripthi P. Balakrishnan, M. Amanullah, G. Gayathiri Devi, A. Punitha

231 - 239
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Analysis of Student’s Education Data Based on Data Mining Techniques

Vijayakumar Thota, S. Sharanyaa, Ayisha Noori V. K., K. R. Shanthy, M. Bharathiraja

240 - 247
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Meta-heuristic Black Widow Optimization Algorithm for Solving M Connected Coverage in Internet of Things

Sumit Kumar, Sangeeta Ranjan, Jyoti Kanjalkar, Yogesh Misra, Bhupati, Mani Dublish

248 - 254
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Colorization of Grayscale Images using Deep Convolution Neural Networks

Abhishek Gudipalli, Canavoy Narahari Sujatha, Amutha Prabha N., Krishna Khanikhar

255 - 258
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The Impact of AI-driven Technological Influences on Security Measures within Digital Wallets amid Digital Revolution

Kavitha B., Rajini G.

259 - 265
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A Novel Hybrid Approach for Stock Market Index Forecasting using CNN-LSTM Fusion Model

Rais Allauddin Mulla, Satish Saini, Pradip Suresh Mane, Balasaheb W. Balkhande, Mahendra Eknath Pawar, Kiran Arjun Deshmukh

266 - 279
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Heart Disease Prediction using Graph Neural Network

Rakhi Wajgi, Tushar Champaneria, Dipak Wajgi, Yogesh Suryawanshi, Dinesh Bhoyar, Ajinkya Nilawar

280 - 287
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Identification of Fruit Severity and Disease Detection using Deep Learning Frameworks

Prakash J. Parmar, Mukesh Shrimali

288 - 295
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A Novel Fuzzy Neuro Deep Neural Network Model (FNDNN) for Classification of COPD Severity Levels.

Charushila Patil, Anita Chaware

296 - 303
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Software Vulnerability Assessment and Classification Using Recurrent Neural Network and LSTM

Ashok V. Markad, Dipak R. Patil, Bharat S. Borkar, Vilas S. Ubale, Sunildatta S. Kadlag, Manoj A. Wakchaure, Rohit N. Devikar

304 - 313
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Blockchain-based Solution for Securing Job Card Data Integrity and Payment System using Bi-Quad Merkle Tree

S. Jenifa Sabeena, S. Antelin Vijila

314 - 328
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Phishing Website Detection Using Advanced Machine Learning Techniques

Nitin N. Sakhare, Jyoti L. Bangare, Radhika G. Purandare, Disha S. Wankhede, Pooja Dehankar

329 – 346
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Smart Traffic: Integrating Machine Learning, and YOLO for Adaptive Traffic Management System

Nitin Sakhare, Mrunal Hedau, Gokul B., Omkar Malpure, Trupti Shah, Anup Ingle

347 - 355
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Automated Classification of Gastrointestinal Abnormalities using Convolutional Neural Networks

Soham Navale, Aditya Anjanikar , Akheel Mohammed, Sairam V. A. , Shilpa Gite, Smita Mahajan , Nandhini K.

348 - 360
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Comparative Analysis of Partial Discharge Source Identification Using Machine Learning Method

Priyanka M. Kothoke, Praveen B. M.

361 - 372
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IoT-Based Smart Poultry Farm Monitoring and Controlling Using Raspberry Pi

Mangesh Kale, Sarita Charkha, Pooja Dehankar, Pooja Sharma, Amit Choudhary, Mayur Jakhete, Vijaykumar Javanjal

373 - 379
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Rainfall Forecasting: A Comparative Analysis of Deep Learning and Machine Learning Models with Application to Environmental Data

Nirmal Mungale, Jayshree Shinde

380 - 393
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Machine Learning-based Detection and Extraction of Crop Diseases: A Comprehensive Study on Disease Patterns for Precision Agriculture

Prasad Chaudhari, Ritesh V. Patil, Parikshit N. Mahalle

394 - 406
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Identification of Medicinal Leaves and Recommendation of Home Remedies using Machine learning

Swati G. Kale, Sachin Jain, Sudhir Rangari, R. C. Dharmik, Manish Gardi, Vipul S. Lande

407 - 413
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Predictive Analytics in Stock Markets: Unleashing the Power of IoT and Machine Learning

Ramakrishna Regulagadda, Vivek Veeraiah, G. Muthugurunathan, L. N. K. Sai Madupu, S. V. Satyanarayana, Elangovan Muniyandy

414 - 422
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Securing Digital Records: A Synergistic Approach with IoT and Blockchain for Enhanced Trust and Transparency

Sinjan Kumar, Md. Ehtashamoul Haque, Raj Kumar, Neeraj Gupta, Vuyyuru Lakshma Reddy, Thalakola Syamsundararao, Dharmesh Dhabliya

423 - 432
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An Efficient Block Based Self-Secured (BBSS) LSB Embedding Scheme over OFDM Based Wireless Communication Channel

Abhijit S. Mali, Manoj M. Dongre

433 – 444
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DCOR: Enhancing Network Lifetime and Performance in IoT-Based Wireless Sensor Networks through Distributed Clustering and Optimized Routing

Vaibhav V. Deshpande1, Rajesh K. Shukla

445 - 457
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Deep Learning Analysis for Revealing Fake News using Linguistic Complexity and Semantic Signatures.

Pundlik Jadhav, Rajesh Kumar Shukla

458 - 465
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Innovative Methods for Classifying COVID-19 using Amino Acid Encoding Combined with Recursive Feature Elimination for XGBoost Classification

Anurag Golwalkar , Abhay Kothari

466 - 486
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Predicting Cow Health with a Smart Framework: A Big Data and Deep Learning-Based IoT Approach

Jayesh Surana, Sanjay Kumar Sharma

487 - 499
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Design a Model to Analyze Open Source Nodejs IoT Frameworks

Mirza Salman Baig, Rajeev G. Vishwakarma

500 - 512
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The Prediction of the Critical Condition for a Weak Entity Using Fuzzy System

Ratnmala Nivrutti Bhimanpallewar, Suruchi Dedgaonkar , Jayashri V. Bagade , Priya Shelke, Nilesh P. Sable

513 - 521
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A Novel Path Recovery Framework to Accurate Data Transmission in Web Sensor Networks

B. Harish Goud, Raju Anitha

522 - 529
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CropGuard : Empowering Agriculture with AI driven Plant Disease Detection Chatbot

Sonali Kothari, Pooja Bagane, Manasvi Mishra, Saloni Kulshrestha, Yashika Asrani, Vrinda Maheswari

530 - 537
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Development and Evaluation of a Distinctive Cloud-Based Artificial Intelligence System using Deep Learning Techniques (AISDLT) for Accurate Detection of Tomato Plant Leaf Diseases

S. Swapna Rani, CH. Mohan Sai Kumar, S. Aurthy Felicita, S. Sankar Ganesh, Abhishek Choubey, R. Anitha

538 - 552
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A Quantum Machine Learning Approach for Bridging the Gap Between Quantum and Classical Computing.

Surjeet, Chetan Bulla, Amit Arya, Sumaira Idrees, Gurwinder Singh, S. Govind Rao, Abhinandan Shirahatti

553 - 560
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Enhancing Breast Cancer Detection and Prognosis through AI/ML-Based Algorithms

Sesha Bhargavi Velagaleti, Reshma Rege, Wasim Ahmad Bhat, Mehreen Shehzadi Khan, Sachin Malhotra, Dheeraj Kumar Sahni, P. Varaprasada Rao

561 - 566
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Deep Learning-Enabled Image Segmentation for Precise Retinopathy Diagnosis

Krishna Kant Agrawal, Priya Sharma, Gaganpreet Kaur, Sarika Keswani, R. Rambabu, Subhendu Kumar Behra, Kanchan Tolani, Nitesh Singh Bhati

567 - 574
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A Novel Approach for Prediction of Consumer Buying Behaviour of Luxury Fashion Goods Using Machine Learning Algorithms

Arun Kumar, Surjeet, K. Lokeshwaran, Mahendra Sharma, Gurwinder Singh, Samrat Kumar Mukherjee, Archana Sharma

575 - 584
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Comparative Analysis of Various Hybrid Neural Network Models to Determine Human Activities using Inertial Measurement Units

S. Sowmiya, D. Menaka

585 - 599
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Segmentation of Sunflower Leaf Disease using Improved YOLO Network with IDMO Model

T. Thilagavathi, L. Arockiam

600 – 611
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Self-Attentive CNN+BERT: An Approach for Analysis of Sentiment on Movie Reviews Using Word Embedding

Pawan kumar Mall, Manoj Kumar, Ankit Kumar, Anuj Gupta, Swapnita Srivastava, Vipul Narayan, Alok Singh Chauhan, Arun Pratap Srivastava

612 – 623
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UX Design of Augmented Reality-Based AT using Design Thinking Approach

Helen S. Duriguez, Thelma D. Palaoag

624 – 630
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Propositional Aspects of Big Data Tools: A Comprehensive Guide to Apache Spark

Jyoti Chaudhary, Vaibhav Vyas

631 – 639
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An Efficient Methodology of Automatic Vehicle Number Plate Detection Using Deep Learning

Anamika Rakshe, Nilima Dongre

640 – 651
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Utilization of Block chain Technology and Smart Contracts in the Education Procedure of Universities

Abdulaziz Meri M. Alzahrani

652 – 661
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An Enhanced Classification Model for Detecting Deceptive Content in Social Media using Natural Language Processing Techniques

Mohamed Shenify

662 – 671
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A Systematic Review of Automated Lymph Node Detection Methods in Head and Neck Cancer: Clinical Significance, Performance, and Challenges

Nasira Mahjabeen, Veerraju Gampala

672 – 685
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An AI-Based Customer Relationship Management Framework for Business Applications

Rashi, Biplab Kumar Biswal, Y. Srinivasa Rao, Navin Kamuni, Ramchandra D. Patil

686 – 695
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Digital Image Forgery Detection Using SURF and ORB Technique

Jyoti Yadav, Nilima Dongre

696 – 707
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Deep Learning and Probabilistic Neural Networks Based Detection and Classification of Lung Diseases for Pneumonia

P. V. Naga Lakshmi, K. Vedavathi

708 - 713
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Prediction and Classification of Fatty Liver Disease Thesis- A Survey

Appanaboyina Sindhuja , Seetharam Khetavath

714 - 724
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EarlyNet: A Novel Transfer Learning Approach with VGG11 and EfficientNet for Early-Stage Breast Cancer Detection

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

725 - 734
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Comparative Analysis for Prediction of Coronary Artery Disease Using Machine Learning Algorithms

Ravi Hosur, Pavan Mahendrakar, Mahesh Nagaral, Anand Hiremath, Shashidhar B. Patil

735 – 742
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An Efficient Approach for Prevention of Blackhole Attack in MANET

Jyoti Dhanke, Shishir Rastogi, Kamaljeet Singh, Komal Saxena, Kaushal Kumar , Prateek Mishra

743 - 752
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Edge Information based Seed Placement Guidance to Single Seeded Region Growing Algorithm

Rajendra V. Patil, Renu Aggarwal

753 - 759
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IoT Enabled Stress Detection Based on Image Processing with Ensembling Machine Learning Approach

Puja S. Gholap, Gunjan Sharma, A. Deepak, Parul Madan, Rajeev Sharma, Meenakshi Sharma, Anurag Shrivastava

760 - 768
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Traditional Indian Food Classification Using Shallow Convolutional Neural Network

Bhoomi Shah, Pratik Kanani, Poonam Joshi, Gayatri Pandya, Dhanashree Kulkarni, Nilesh Patil, Lakshmi Kurup

769 – 774
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