Journal of Machine and Computing


Forthcoming Issue - Articles in Press


Efficient Event Transactions in VANET’s Using Reinforcement Learning Aided Block Chain Architecture

Shaik Mulla Almas and Kavitha K, Department of Computer Science and Engineering, Annamalai University, Annamalainagar, Tamil Nadu, India.

Kalavathi Alla, Department of Information Technology, Vasireddy Venkatadri Institute of Technology, Guntur, Andhra Pradesh, India.

DOI : 10.53759/7669/jmc202505052

Accepted On : October 04, 2024, 2024




                            

Enhancing Energy Efficiency and Data Security in Smart City Grids Using Bio-Inspired Algorithms and Blockchain Technology

Mahamoodkhan Pathan and Rameshkumar J, Department of Electrical Engineering, Annamalai University, Annamalainagar, Tamil Nadu, India.

Chintalapudi V Suresh, Department of Electrical Engineering, Vasireddy Venkatadri Institute of Technology, Guntur, Andhra Pradesh, India.

DOI : 10.53759/7669/jmc202505051

Accepted On : October 01, 2024




                            

Enhancing Underwater Object Recognition: Integrating Transfer Learning with Hybrid Optimization Techniques for Improved Detection Accuracy

Sujilatha Tada and Jeevanantham Vellaichamy, Department of Computer Science and Engineering, Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, Chennai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505035

Accepted On : November 18, 2024




                            

Toward Efficient Credit Card Fraud Detection: Leveraging Quantum Neural Networks and Modified Feature Selection Techniques

Deepa N, Department of Computer Science and Engineering, Saveetha school of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India.

Jayaraj R, Department of Data Science and Business Systems, School Of Computing, SRM Institute of Science and Technology, Kattankulathur, Chennai, Tamil Nadu, India.

Suguna M, Department of Computer Science and Engineering, SNS College of Engineering, Coimbatore, Tamil Nadu, India.

Sireesha Nanduri, FMS-CMS Business School, JAIN (Deemed to be University), Bengaluru, Karnataka, India.

Banda SNV Ramana Murthy, Department of Computer Science and Engineering - Artificial Intelligence and Machine Learning, Aditya University, Surampalem, Andhra Pradesh, India.

Jebakumar Immanuel D, Department of Artificial Intelligence and Data Science, Karpagam Institute of Technology, Coimbatore, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505024

Accepted On : November 17, 2024




                            

Enhancing Data Protection and Covert Communication in Cloud Environments with Isogeny-based Cryptography and Spread Spectrum Steganography

Shivaramakrishna D, Department of Computer Science and Engineering, Jawaharlal Nehru Technological University, Kukatpally, Hyderabad, Telangana, India, University College of Engineering, Science and Technology, Hyderabad, Telangana, India.

Nagaratna M, Department of Computer Science and Engineering, University College of Engineering, Science and Technology, Hyderabad, Telangana, India.

DOI : 10.53759/7669/jmc202505023

Accepted On : November 16, 2024




                            

HydroLens: Pioneering Underwater Surveillance with IoT-powered Object Detection and Tracking using the Hybrid ResNeXt-DenseNet Model

Sujilatha Tada and Jeevanantham Vellaichamy, Department of Computer Science and Engineering, Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, Chennai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505022

Accepted On : November 16, 2024




                            

Efficient Resource Allocation in Cloud Environment: A Hybrid Circle Chaotic Genetic Osprey Solution

Rajgopal K T, Department of Computer Science and Engineering, Canara Engineering College, Mangalore, Karnataka, India, Visvesvaraya Technological University, Belagavi, Karnataka, India.

Manoj T. Gadiyar H, Department of Information Science and Engineering, Canara Engineering College, Mangalore, Karnataka, India, Visvesvaraya Technological University, Belagavi, Karnataka, India.

Nagesh Shenoy H, Department of Computer Science and Engineering, Canara Engineering College, Mangalore, Karnataka, India.

Goudar R H, Department of Computer Science and Engineering, Visvesvaraya Technological university, Belagavi, Karnataka, India.

DOI : 10.53759/7669/jmc202505021

Accepted On : November 15, 2024




                            

Enhancing Agricultural Productivity: IoT and Attention-Based CNN-BLSTM for Fine-Grained Crop Disease Detection

Cuddapah Anitha, Department of Computer Science and Engineering, School of Computing, Mohan Babu University, Tirupati, Andhra Pradesh, India.

Ambika B, Department of Electronics and Communications Engineering, KGiSL Institute of Technology, KGiSL Campus, Coimbatore, Tamil Nadu, India.

Vasuki P, Department of Information Technology, Sri Sivasubramaniya Nadar College of Engineering, Chennai, Tamil Nadu, India.

Rajesh Kumar T, Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India.

Ebinezer M J D, Department of Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India.

Sheeba Santhosh, Department of Department of Computer Science and Engineering, Panimalar Engineering College, Nazarethpet, Poonamallee, Chennai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505020

Accepted On : November 13, 2024




                            

A Study on the Security Weakness Detection of Solidity Smart Contracts using Graph Neural Networks on Blockchain Platforms

Sunghyun Kim, Seunggi Jung and Yangsun Lee, Department of Computer Engineering, Seokyeong University, Jungneung-Dong, Sungbuk-Ku, Seoul, Korea.

Yunsik Son, Department of Computer Science and Engineering, Dongguk University, Pil-dong, Jung-gu, Seoul, Korea.

DOI : 10.53759/7669/jmc202505019

Accepted On : November 12, 2024




                            

Intrusion Detection Systems for IoT Based on Machine Learning Under the Learning Environment

Qusay Abdullah Abed and Wathiq Laftah Al-Yaseen, Computer Systems Department, Kerbala Technical Institute, Al-Furat Al-Awsat Technical University, Kerbala, Iraq.

DOI : 10.53759/7669/jmc202505018

Accepted On : November 06, 2024




                            

Towards Development of A Hypertext Induced Topic Search Based Point Of Interest Recommender System For Location Based Social Networks

John Vaseekaran S, Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India.

Srinivasan N, Department of Computer Science and Engineering, Rajalakshmi Engineering College, Chennai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505017

Accepted On : November 04, 2024




                            

Prediction of Electricity Consumption in Residential Areas using Temporal Fusion Transformer and Convolutional Neural Network

Shwetha B N and Harish Kumar K S, School of Computer Science and Engineering and Information Science, Presidency University, Bengaluru, Karnataka, India.

DOI : 10.53759/7669/jmc202505016

Accepted On : November 04, 2024




                            

Machine Ears: Audio Frequency-Based Automobile Engine Health Analysis

Debie Shajie A, Division of Computer Science and Engineering, Karunya Institute of Technology and Sciences, Coimbatore, Tamil Nadu, India.

Sujitha Juliet D, Division of Data Science and Cyber Security, Karunya Institute of Technology and Sciences, Coimbatore, Tamil Nadu, India.

Kirubakaran Ezra, Director, Grace College of Engineering, Tuticorin, Tamil Nadu, India.

Blessy Annie Flora J, Division of Electronics and Communications Engineering, Karunya Institute of Technology and Sciences, Coimbatore, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505015

Accepted On : November 02, 2024




                            

Advanced Vessel Detection and Classification in SAR Imagery through Integrated Deep Learning Framework Utilizing Multi-Architecture Neural Synthesis

Devika Priyadharshini S and Vadivazhagan K, Department of Computer and Information Science, Annamalai University, Annamalai Nagar, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505014

Accepted On : October 30, 2024




                            

A Contemporary CNN based Classifier Approach for Intelligent Diagnostic Systems

Swetha Parvatha Reddy Chandrasekhara, Srivinay, Sreevidya B S and Rudramurthy V C, Department of Information Science and Engineering, B.M.S. College of Engineering, Bengaluru, Karnataka, India.

DOI : 10.53759/7669/jmc202505013

Accepted On : October 22, 2024




                            

Deep Neuro-Fuzzy Model for Crop Yield Prediction

Vasanthanageswari S, Department of Computer Applications, Alagappa University, Karaikudi, Tamil Nadu, India.

Prabhu P, Department of Information Technology, Directorate of Distance Education, Alagappa University, Karaikudi, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505012

Accepted On : October 22, 2024




                            

A Computing Framework for Transfer Learning and Ensemble Classification of Surface Patterns

Akepati Sankar Reddy and Gopinath M P, School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505011

Accepted On : October 16, 2024




                            

PSO-Optimized Watermarking Using Lifting Wavelet Transform and SVD for Enhanced Image Security

Praveenkumar Babu, Supraja G, Gopi Kasinathan and Kavitha Devi K, Department of Electronics and Communication Engineering, SRM Institute of Science and Technology, Ramapuram, Chennai, Tamil Nadu, India.

Yogapriya J, Research and Development, Kongunadu College of Engineering and Technology, Trichy, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505010

Accepted On : October 16, 2024




                            

Secure Medical Image Encryption Using Random Shuffling and Cryptography

Attili Venkata Ramana, Department of Computer Science and Engineering -Data Science, Geethanjali College of Engineering and Technology, Cheeryala, Kesara, Hyderabad, Telangana, India.

Vignesh M, Master of Technology, Department of Chemical Engineering, Sri Venkateswara College of Engineering, Sriperumbudur, Tamil Nadu, India.

Srinivasan R, Department of Computer Science, SLS MAVMM Ayira Vaisyar College, Madurai, Tamil Nadu, India.

Vishnupriya Borra, KLEF Deemed to be University, Green Fields, Vaddeswaram, Guntur, Andhra Pradesh, India.

Senthilkumaran B, Department of Computer Science and Engineering, School of Computing, Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, (Deemed to be University Estd. u/s 3 of UGC Act, 1956), Vel Nagar, Chennai, Tamil Nadu, India.

Desidi Narsimha Reddy, Data Consultant (Data Governance, Data Analytics: Enterprise Performance Management, AI & ML), Soniks consulting LLC, 101 E Park Blvd Suite 600, Plano, TX 75074, United States.

DOI : 10.53759/7669/jmc202505009

Accepted On : October 14, 2024




                            

HDLHDGAI: Hybridization of Deep Learning Model for Heart Disease Prediction using Generative Artificial Intelligence

Shailee Lohmor Choudhary and Rinku Sharma Dixit, Department of Artificial Intelligence and Machine Learning, New Delhi Institute of Management, Tughlakabad Institutional Area, Delhi, India.

Ritu Aggarwal, Department Computer Science and Engineering, Department of MMICTBM, Maharshi Markendeshwar (Deemed to be University) Mullana, Haryana, India.

Baskar Duraisamy, Department of Electronics and Communication Engineering, Karpagam Institute of Technology, Coimbatore, Tamil Nadu, India.

Divya Sundar V S, Department of Computer Science and Engineering, Saveetha school of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India.

Sulakshana Bhausaheb Mane, Department of Computer Engineering, Bharati Vidyapeeth College of Engineering, Navi Mumbai, India.

DOI : 10.53759/7669/jmc202505008

Accepted On : October 08, 2024




                            

Enhanced Phishing URL Detection Using a Novel GRU-CNN Hybrid Approach

Sangeetha M, Department of Information Technology, SRM Madurai College for Engineering and Technology, Sivagangai, Tamil Nadu, India.

Navaz K, Department of Computer Science and Engineering, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Avadi, Chennai, Tamil Nadu, India.

Santosh Kumar Ravva, Department of Computer Science and Engineering, Vasavi College of Engineering, Hyderabad, Telangana, India.

Roopa R, Department of Computer Science and Engineering (Data Science), Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh, India.

Penubaka Balaji, Department of Computer Science and Engineering, K L University, Vaddeswaram, Guntur, Andhra Pradesh, India.

Ravi Kumar T, Department of Computer Science and Engineering, Aditya Institute of Technology and Management, Tekkali, Andhra Pradesh, India.

DOI : 10.53759/7669/jmc202505007

Accepted On : October 04, 2024




                            

Research on Improved LSTM and Deep Learning Intrusion Detection Algorithms

Baoguo Liu and Mideth Abisado, National University, Philippines.

Eric B. Blancaflor, Mapua University, Philippines.

DOI : 10.53759/7669/jmc202505006

Accepted On : September 30, 2024




                            

Enhanced Trimodal Emotion Recognition Using Multibranch Fusion Attention with Epistemic Neural Networks and Fire Hawk Optimization

Bangar Raju Cherukuri, Senior Web Developer, Germantown MD, USA.

DOI : 10.53759/7669/jmc202505005

Accepted On : September 22, 2024




                            

Decentralised Secure and Privacy Establishment in Vanet Using Key Encrypted Block Chain Scheme

Shaik Mulla Almas and Kavitha K, Department of Computer Science and Engineering, Annamalai University, Chidambaram, Tamil Nadu, India.

Kalavathi Alla, Department of Information Technology, Vasireddy Venkatadri Institute of Technology, Guntur, Andhra Pradesh, India.

DOI : 10.53759/7669/jmc202505004

Accepted On : September 22, 2024




                            

An Efficient Consensus Protocol for Blockchain Technology in Smart Grid Contracts

Mahamoodkhan Pathan and Rameshkumar J, Department of Electrical Engineering, Annamalai University, Chidambaram, Tamil Nadu, India.

Chintalapudi V Suresh, Department of Electrical Engineering, Vasireddy Venkatadri Institute of Technology, Guntur, Andhra Pradesh, India.

DOI : 10.53759/7669/jmc202505003

Accepted On : September 20, 2024




                            

A Novel Approach Analysis of Heart and Eye Disease Coherence Detection using Deep Learning Techniques

Nancy Lima Christy S and Nithyakalyani S, Department of Computer Science and Engineering, KGiSL Institute of Technology, Coimbatore, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505002

Accepted On : September 12, 2024




                            

Efficient and Accurate Traffic Sign Detection Leveraging YOLOv8: A Cutting Edge Deep Learning Framework

Gunji Sreenivasulu, Department of Computer Science & Engineering, Madanapalle Institute of Technology & Science, Madanapalle, Annamayya, Andhra Pradesh, India.

Lakshmi H N, Department of Computer Science and Engineering (AIML), CVR College of Engineering, Hyderabad, Telangana, India.

Muni Kumari T, Department of MCA, Annamacharya Institute of Technology and Sciences, Tirupati, Andhra Pradesh, India.

Anjaiah P, Department of Artificial intelligence and machine learning, Mallareddy University, Hyderabad, Telangana, India.

Suresh A, Department of Computer Science and Engineering, Siddharth Institute of Engineering & Technology, Puttur, Andhra Pradesh, India.

Avanija J, School of Computing, Mohan Babu University, Tirupati, Andhra Pradesh, India.

DOI : 10.53759/7669/jmc202505001

Accepted On : September 10, 2024