Journal of Machine and Computing


Research Article


Volume 05, Issue 02, April 2025


Using Whale Optimization Algorithm and Chaotic Map to Encrypt Images

Narjis Mezaal Shati, Dina Riadh Alshibani and Musaab Riyadh, Department of Computer Science, College of Sciences, Mustansiriyah University, Baghdad, Iraq.

Pages : 1301-1308

DOI : 10.53759/7669/jmc202505102

Accepted On : 05 April 2025



                             

Securing Short Range Applications in 5G Cognitive Radio Using an AI-Based Analysis of Security Threats

Anand Babu R, Department of Artificial Intelligence and Machine Learning, Panimalar Engineering College (Autonomous), Chennai, Tamil Nadu, India.

Girish Ramakrishna, Department of Computer Science and Engineering, SNS College of Technology, Coimbatore, Tamil Nadu, India.

Geetha M P, Department of Artificial Intelligence and Data Science, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu, India.

Rakesh Podaralla, School of Computing and Information Technology, REVA University, Bengaluru, Karnataka, India.

Keerthana K P, Department of Electronics and Communication Engineering, Jansons Institute of Technology, Karumathampatti, Coimbatore, Tamil Nadu, India.

Pages : 1288-1300

DOI : 10.53759/7669/jmc202505101

Accepted On : 05 April 2025



                             

Integration of NoSQL and Relational Databases for Efficient Data Management in Hybrid Cloud Architectures

Aravindhan Ragunathan, Senior Full Stack Software Developer, Digital Factory, Instrumentation Laboratory, 180 Hartwell Road, Bedford, MA 01730-2443, United States of America.

Bhavani K, Department of computer science and Business Systems, Panimalar Engineering College, Varadharajapuram, Poonamallee, Chennai, Tamil Nadu, India.

Archana Sasi, Department of Computer Science and Engineering, Jain University, Bengaluru, Karnataka, India.

Sathish Kumar R, Department of Computer Science (AIDE), Faculty of Engineering and Technology, Jain University, Bengaluru, Karnataka, India.

Pages : 1277-1287

DOI : 10.53759/7669/jmc202505100

Accepted On : 05 April 2025



                             

Hybrid Machine Learning Methodology for Real Time Quality of Service Prediction and Ideal Spectrum Selection in CRNs

Thamaraimanalan T, Department of Electronics and Communications Engineering, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu, India.

Anandakumar Haldorai, Department of Computer Science and Engineering, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu, India.

Suresh G, Department of Artificial Intelligence and Machine Learning, Panimalar Engineering College, Varadharajapuram, Poonamallee, Chennai, Tamil Nadu. India.

Archana Sasi, Department of Computer Science and Engineering, Jain University, Bengaluru, Karnataka, India.

Pages : 1265-1276

DOI : 10.53759/7669/jmc202505099

Accepted On : 05 April 2025



                             

Advancing Health Diagnostics: AI-Powered CVD-REF Framework for Precise and Early Risk Assessment

Vishnu Priyan S, Department of Biomedical Engineering, Kings Engineering College, Chennai, Tamil Nadu, India.

Vijayalakshmi N, Department of Computer Science and Applications, SRMIST University, Ramapuram Campus, Chennai, Tamil Nadu, India.

Suresh G, Department of Artificial Intelligence and Machine Learning, Panimalar Engineering College, Chennai, Tamil Nadu, India.

Rajesh K, Department of Electronics and Communication Engineering, SSM Institute of Engineering and Technology, Dindigul, Tamil Nadu, India.

Pages : 1248-1264

DOI : 10.53759/7669/jmc202505098

Accepted On : 05 April 2025



                             

Sybil Attack Detection in VANET Using CNN Enhanced with Chaotic Maps and Elephant Herding Optimization for Secure Data Transmission

Suganyadevi K, Department of Electronics and Communication Engineering, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu, India.

Swaminathan A, Department of Computer Science and Business Systems, Panimalar Engineering College, Poonamallee, Tamil Nadu, India.

Baskar Kasi, Institute of Computer Science and Engineering, SIMATS Engineering, SIMATS, Chennai, Tamil Nadu, India.

Anju M A, Department of Electronics and Communication Engineering, Nehru Institute of Engineering and Technology, Coimbatore, Tamil Nadu, India.

Pages : 1233-1247

DOI : 10.53759/7669/jmc202505097

Accepted On : 05 April 2025



                             

Energy-Efficient Framework Clustering and Routing in WSN Using Federated Deep Q-Network with Improved Fossa Optimization Algorithm

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

Udayakumar R, Faculty of CSE & IT, Kalinga University, India.

Vasanthi S, Department of Information Technology, Sona College of Technology, Salem, Tamil Nadu, India.

Nithya S, Department of Computer Science and Engineering, Coimbatore Institute of Technology, Coimbatore, Tamil Nadu, India.

Pages : 1216-1232

DOI : 10.53759/7669/jmc202505096

Accepted On : 05 April 2025



                             

Detection and Recognition of Suspicious Multitask Human Action Identification from Preloaded Videos using CCTV Stationary Cameras

Pavankumar Naik and Srinivasa Rao Kunte R, Department of Computer Science and Engineering, Institute of Engineering and Technology, Srinivas University, Mangalore, Karnataka, India.

Pages : 1204-1215

DOI : 10.53759/7669/jmc202505095

Accepted On : 05 April 2025



                             

Energy-Efficient Fault Data Prediction and Transmission in WSN IoT using Bio-Inspired Optimization and Deep Learning

Umarani C, Department of Computer Science and Engineering, Alagappa Chettiar Government College of Engineering and Technology, Karaikudi, Tamil Nadu, India.

Gokul Prasad C, Department of Electronics and Communication Engineering, SNS College of Engineering, Coimbatore, Tamil Nadu, India.

Velumani R, Department of Computer Science Engineering, Gayatri Vidya Parishad College of Engineering, Madhurawada, Andhra Pradesh, India.

Thangaraj K, Department of Information Technology, Sona College of Technology, Salem, Tamil Nadu, India.

Pages : 1186-1203

DOI : 10.53759/7669/jmc202505094

Accepted On : 05 April 2025



                             

Enhanced Opinion Mining from Medical Tweets using an Optimized Penguin Search-Based Feature Selection Algorithm

Anuprathibha T, Department of Information Technology, V.S.B. Engineering College, Karur, Tamil Nadu, India.

Pravin Kumar M, Department of Medical Electronics, Velalar College of Engineering and Technology, Erode, India.

Sakthi G, School of Computer Science and Engineering, Galgotias University, Uttar Pradesh, India.

Rajkumar KK, Department of Electronics and Communication Engineering, SNS college of Engineering, Coimbatore, Tamil Nadu, India.

Pages : 1174-1185

DOI : 10.53759/7669/jmc202505093

Accepted On : 05 April 2025



                             

Enhancing Image Security with Memristor Driven Fractional Chaotic Systems and Secretary Bird Optimization

Sakthi Kumar B and Revathi R, Department of Electronics and Communication Engineering, KLEF University, Guntur, Andhra Pradesh, India.

Pages : 1160-1173

DOI : 10.53759/7669/jmc202505092

Accepted On : 05 April 2025



                             

Enhanced Pneumonia Detection using Ensembled Deep Neural Networks

Senthil Kumar S, Department of Electrical and Electronics Engineering, K.S.R. College of Engineering, Tiruchengode, Tamil Nadu, India.

Pravin Kumar M, Department of Medical Electronics, Velalar College of Engineering and Technology (Autonomous), Thindal, Erode, Tamil Nadu, India.

Karthick S, Department of Electrical, Electronics and Communication Engineering, GITAM School of Technology, GITAM, Deemed to Be University Doddaballapura, Bengaluru, Karnataka, India.

Nilabar Nisha U, Department of Computer Science Engineering, Mahendra Institute of Technology, Mallasamudram, Namakkal, Tamil Nadu, India.

Pages : 1152-1159

DOI : 10.53759/7669/jmc202505091

Accepted On : 05 April 2025



                             

Robust Ensembled Model Based Reinforcement Learning for Better Tomato Yield in Greenhouse

Gandhimathi S, Department of Computer Science, Valluvar College of Science and Management (Autonomous), Karur, Tamil Nadu, India.

Senthilkumaran B and Jayaprakash Chinnadurai, Department of Computer Science And Engineering, School of Computing, Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, Chennai, Tamil Nadu, India.

Jude Moses Anto Devakanth J, Department of Computer Applications, Madanapalle Institute of Technology & Science, Kadiri Road, Angallu Madanapalle, Andhra Pradesh, India.

Nithya K V, Department of Artificial Intelligence and Data Science, M. Kumarasamy College of Engineering, Karur, Tamil Nadu, India.

Pages : 1140-1151

DOI : 10.53759/7669/jmc202505090

Accepted On : 05 April 2025



                             

AI-Driven Literary Analysis: Exploring the Impact of Artificial Intelligence on Text Interpretation and Criticism

Gomathi R D, Department of English, Kongu Engineering College, Perundurai, Erode, Tamil Nadu, India.

Murugan J, Department of English, R P Sarathy Institute of Technology, Salem, Tamil Nadu, India.

Kavitha P, Department of English, Nandha Engineering College, Erode, Tamil Nadu, India.

Gomathi B S, Department of English, Velalar College of Engineering and Technology,Thindal, Erode, Tamil Nadu, India.

Pages : 1124-1139

DOI : 10.53759/7669/jmc202505089

Accepted On : 05 April 2025



                             

Bayesian Network Meta Analysis of Survival Data Using a Near Ignorance Dirichlet Process with Pseudo IPD

Amritendu Bhattacharya, School of Technology, Woxsen University, Hyderabad, Telangana, India.

Ravilisetty Revathi, School of Sciences, Woxsen University, Hyderabad, Telangana, India.

Boya Venkatesu, School of Business, Woxsen University, Hyderabad, Telangana, India.

Pages : 1113-1123

DOI : 10.53759/7669/jmc202505088

Accepted On : 05 April 2025



                             

Applying Artificial Intelligence and the Internet of Things to the Building Sector to Improve Security and Disaster Prediction

Nanthini N, Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India.

Swati Saxena, Department of Computer Science and Engineering, KCG College of Technology, Chennai, Tamil Nadu, India.

Sampathirao Suneetha, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India.

Sabaresan V, Department of Computer Science and Engineering, St. Joseph's Institute of Technology, Chennai, Tamil Nadu, India.

Ananda Babu T, Department of Electronics and Communication Engineering, Seshadri Rao Gudlavalleru Engineering College, Gudlavalleru, Andhra Pradesh, India.

Prakalya S B, Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India.

Pages : 1099-1112

DOI : 10.53759/7669/jmc202505087

Published On : 05 April 2025


                            

Real-Time Autonomous Vehicle Automation With 5G-Based Edge Computing and Artificial Intelligence

Geethanjali D, Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India.

Meena Rani N, Post Graduate Diploma in Business Management, Xavier Institute of Management and Entrepreneurship, Bangalore, Karnataka, India.

Prasanna Kumar Lakineni, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India.

Veeraiah Maddu, Department of Electronics and Communication Engineering, Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh, India.

Abhilash S Nath, Department of Artificial Intelligence and Data Science, St. Joseph's Institute of Technology, OMR, Chennai, Tamil Nadu, India.

Tamil Thendral M, Department of Information Technology, Bannari Amman Institute of Technology, Sathyamangalam, Erode, Tamil Nadu, India.

Pages : 1084-1098

DOI : 10.53759/7669/jmc202505086

Published On : 05 April 2025


                             

Hybrid Data Driven Deep Learning Framework for Material Property Prediction

Rudra Kumar M, Department of Information Technology, Mahatma Gandhi Institute of Technology, Hyderabad, Telangana, India.

Rama Vasantha Adiraju, Aditya University, Aditya Nagar, Surampalem, Andhra Pradesh, India.

LNC Prakash K, Department of Computer Science and Engineering (DS), CVR College of Engineering, Hyderabad, Telangana, India.

Mahalakshmi V, Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, Saudi Arabia.

Penubaka Balaji, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation (Deemed to be University), Guntur, Andhra Pradesh, India.

Jayavardhanarao Sahukaru, Department of Computer Science and Engineering, Aditya Institute of Technology and Management, Tekkali, Srikakulam, Andhra Pradesh, India.

Pages : 1068-1083

DOI : 10.53759/7669/jmc202505085

Published On : 05 April 2025



                             

Enhancing Therapeutic Investigation Through AI Driven Convolutional Neural Network in Comparison with Deep Learning Techniques

Mohammad Azhar and Mary Gladence L, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India.

Pages : 1055-1067

DOI : 10.53759/7669/jmc202505084

Published On : 05 April 2025



                             

Advanced Spatial Categorization of Buildings Based on Point based Cloud Data Algorithms

Gi Hwan Oh, Department of Architectural Design, Dong-Seo University, Sasang-gu, Busan, Republic of Korea.

Pages : 1048-1054

DOI : 10.53759/7669/jmc202505083

Published On : 05 April 2025



                             

Multi-Scale Adaptive Transformer Enhanced Deep Neural Network for Advanced Image Analysis in Regenerative Science

Mallikka R, Department of Computer Science and Engineering, SRM Institute of Science and Technology, SRM Deemed University, Tiruchirappalli, Tamil Nadu, India.

Suresh Kumar D, Department of Computer Science, SRM Institute of Science and Technology, SRM Deemed University, Tiruchirappalli, Tamil Nadu, India.

Divya Rohatgi, Department of Engineering and Technology, Bharati Vidyapeeth Deemed to be University, Navi Mumbai, Maharashtra, India.

Badugu Suresh, Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, Andhra Pradesh, India.

David Neels Ponkumar Devadhas, Department of Electronics and Communication Engineering, Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, Chennai, Tamil Nadu, India.

Thota Radha Rajesh, Department of Computer Science and Engineering, Vignan's Foundation for Science, Technology and Research, Guntur, Andhra Pradesh, India.

Pages : 1032-1047

DOI : 10.53759/7669/jmc202505082

Published On : 05 April 2025



                             

A Novel Fuzzy K-Means Clustering Approach Optimized by Bacterial Foraging Algorithm for Document Categorization

Periyasamy S, Department of Computer Science, Periyar University, Salem, Tamil Nadu, India.

Kaniezhil R, Navarasam Arts and Science College for Women, Arachalur, Erode, Tamil Nadu, India.

Venkatesan R, School of Computing, Sastra Deemed University, Thanjavur, Tamil Nadu, India.

Sathish Kumar R, Department of Computer Science (AIDE), Faculty of Engineering and Technology, Jain University, Bengaluru, Karnataka, India.

Sivaramakrishnan A, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation Green Fields, Vaddeswaram, Guntur, Andhra Pradesh, India.

Karthikeyan K, Department of Computer Science and Engineering, SNS College of Engineering, Coimbatore, Tamil Nadu, India.

Pages : 1023-1031

DOI : 10.53759/7669/jmc202505081

Published On : 05 April 2025



                             

Implementing Particle Swarm Optimization in Electronic Information Sensing Node Deployment for Smart Sensor Network Energy Optimization

Ali A Ibrahim Alasadi, Department of Information Technology, College of Science, University of Warith Al-Anbiyaa, Karbala, Iraq.

Vijayanandh T, 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), Avadi, Chennai, Tamil Nadu, India.

Showkat A Dar, Department of Computer Science and Engineering, GITAM University, Bengaluru, Karnataka, India.

Arulmozhiselvan L, Department of Information Technology, St. Joseph's Institute of Technology, Chennai, Tamil Nadu, India.

Tanweer Alam, Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah, Saudi Arabia.

Virender Singh, Department of Electronics and Communication Engineering, CV Raman Global University, Bhubaneswar, Odisha, Bharat, India.

Pages : 1007-1022

DOI : 10.53759/7669/jmc202505080

Published On : 05 April 2025



                             

Enhancing Network Security Intrusion Detection and Real-Time Response With Long Short-Term Memory Networks

Rukmani Devi S, Department of Computer Science, Saveetha College of Liberal Arts and Sciences, SIMATS Deemed to be University, Chennai, Tamil Nadu, India.

Manju A, Department of Computer Science and Engineering, SRM Institute of Science and Technology, Ramapuram, Chennai, Tamil Nadu, India.

Lakshmi T K, Department of Computer Science and Engineering, Malla Reddy University, Hyderabad, Telangana, India.

Venkataramanaiah B, Department of Electronics and Communication Engineering, Vel Tech Rangarajan Dr. Sagunthala R & D Institute of Science and Technology, Avadi, Chennai, Tamil Nadu, India.

Sureshkumar Chandrasekaran, Department of Artificial Intelligence and Data Science, KCG College of Technology, Chennai, Tamil Nadu, India.

Lakshmi Prasanna P, Department of Computer Science and Engineering Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, Andhra Pradesh, India.

Pages : 994-1006

DOI : 10.53759/7669/jmc202505079

Published On : 05 April 2025



                             

Processing Adaptive Data Insertion in Steganography

Abdelkader boudaoud and Naima hadj said, Laboratory of coding and security of information, Department of Mathematics and Computer Science, University of Sciences and Technology of Oran Mohamed Boudiaf USTO-MB B.P. 1505, El Mnaouar – Bir el Djir, Oran, Algeria.

Hana Ali-Pacha, Quartz Laboratory, École Catholique d’Arts et Métiers-École d'Électricité, de Production et desMéthodes Industrielles (ECAM-EPMI), 95092 Cergy Pontoise, France.

Pages : 984-993

DOI : 10.53759/7669/jmc202505078

Published On : 05 April 2025



                             

Implementation and Enhancement of Endogenous Security Mechanisms in Photovoltaic Data Storage and Transmission

Brahmadesam Viswanathan Krishna, Department of Computer Science and Engineering, KCG College of Technology, Chennai, Tamil Nadu, India.

Sathvik Bagam, Software Development Team Lead at Paycom, Masters in Computer Science, Oklahoma Christian University, Edmond, Oklahoma, United States, 73013.

Jayasri R, Department of Artificial Intelligence and Data Science, St. Joseph's College of Engineering, OMR, Chennai, Tamil Nadu, India.

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

Prasath R, Department of Computer Science and Engineering, RMK College of Engineering and Technology, Puduvoyal, Tiruvallur, Tamil Nadu, India.

Tanweer Alam, Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah, Saudi Arabia.

Pages : 968-983

DOI : 10.53759/7669/jmc202505077

Published On : 05 April 2025



                            

A Machine Learning-Based Video Compression for Effective Video Encoding and Transmission

Bairavel S, Department of Artificial Intelligence and Data Science, KCG College of Technology, Chennai, Tamil Nadu, India.

Lakshmi T K, Department of Computer Science and Engineering, Malla Reddy University, Hyderabad, Telangana, India.

Praveen Gugulothu, Department of Computer Science and Engineering, Balaji Institute of Technology, Narsampet, Warangal, Telangana, India.

Abrar Ahmed Katiyan, Department of Computer Science and Engineering, C. Abdul Hakeem College of Engineering and Technology, Vellore, Tamil Nadu, India.

Chandravadhana S, Department of Mechatronics Engineering, Chennai Institute of Technology, Chennai, Tamil Nadu, India.

Helina Rajini Suresh, Department of Electronics and Communication Engineering, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, Tamil Nadu, India.

Pages : 956-967

DOI : 10.53759/7669/jmc202505076

Published On : 05 April 2025



                             

Immersive VR Content for Effective Cyberbullying Prevention

Chaerim Sung, Department of Culture and Technology Convergence, Changwon National University, Gyeongsangnam-do, South Korea.

Sanghun Nam, Department of Culture and Technology, Changwon National University, Gyeongsangnam-do, South Korea.

Pages : 950-955

DOI : 10.53759/7669/jmc202505075

Published On : 05 April 2025



                             

Improved Real Time User Interaction in Extended Reality Systems Using the Deployment of Adaptive Intelligent Technologies

Hayder M A Ghanimi, Department of Information Technology, College of Science, University of Warith Al-Anbiyaa, Karbala, 56003, Iraq and Department of Computer Science, College of Computer Science and Information Technology, University of Kerbala, Karbala, 56003, Iraq.

Sathvik Bagam, Software Development Team Lead at Paycom, Masters in Computer Science, Oklahoma Christian University, Edmond, Oklahoma, 73013, United States.

Shaishav Shah, Department of Computer Engineering, Government Engineering College, Dahod, Gujarat, India.

Vedaraj M, Department of Computer Science and Engineering, R.M.D. Engineering College, RSM Nagar, Kavaraipettai, Thiruvallur, Tamil Nadu, India.

Manjunath T C, Department of Computer Science and Engineering, Dean Research (R&D), Rajarajeswari College of Engineering, Bengaluru, Karnataka, India.

Manoranjan Kumar Sinha, Department of Electronics Engineering, Medi-Caps University, Indore, Madhya Pradesh, India.

Pages : 933-949

DOI : 10.53759/7669/jmc202505074

Published On : 05 April 2025



                            

Privacy Aware Deep Learning Model for Multi Class Classification in Big Data

Jaya Sharma and Franklin Vinod D, Department of Computer Science and Engineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Delhi-NCR Campus, Ghaziabad, Uttar Pradesh, India.

Pages : 924-932

DOI : 10.53759/7669/jmc202505073

Published On : 05 April 2025



                             

Convolutional LSTM Neural Network Autoencoder Based Fault Detection in Manufacturing Predictive Maintenance

Young Jun Park, Department of Game, Dong-Seo University, Global village building 6th floor, Dongseo University, 47 Jurye-ro, Sasang-gu, Busan, South Korea.

Pages : 914-923

DOI : 10.53759/7669/jmc202505072

Published On : 05 April 2025



                             

Detecting Auto Bot Text Content Document Based on Subspace Relative Lexicon Depth Measure Using Bigram Inverse Frequency Key Term Analyzer

Banumathy D, Maheskumar V and Thiyagarajan P, Department of Computer Science and Engineering, Paavai Engineering College, Namakkal, Pachal, Tamil Nadu, India.

Vijayarajeswari R, Department of Information Technology (AI&DS), Sona College of Technology, Salem, Tamil Nadu, India.

Pages : 900-913

DOI : 10.53759/7669/jmc202505071

Published On : 05 April 2025



                             

Enhancement of a Machine Learning Allocation with Video Copy Detection using IoT with Steganography for Raspberry Pi

Karthika P and Balamurali S, Department of Computer Applications, Kalasalingam Academy of Research and Education, Krishnan Koil, Viruthunagar, Tamil Nadu, India.

Pages : 890-899

DOI : 10.53759/7669/jmc202505070

Published On : 05 April 2025




                             

Fully Connected Neural Network Based Carrier Estimation Mechanism on Encrypted Images for Data Hiding in Cloud Network

Prasad C N and Suchithra R, Department of Computer Science, Chirashree Institute of Research and Development (CIRD), University of Mysore, Karnataka, India.

Pages : 878-889

DOI : 10.53759/7669/jmc202505069

Published On : 05 April 2025



                             

Sound Analysis of Computer Numerical Control Machines Using AI Tools: Investigating Zero Crossing Rate Effects on the Environment

Shafikul Islam Md, Department of Computer Science and Engineering, Moscow State University of Technology, Moscow, Russia.

Subhra Prosun Paul, Department of Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh, South Asia.

Jyoti Upadhyay, Department of Computer Science, G.D. Rungta College of Science and Technology, Bhilai, Chhattisgarh, India.

Syed Abdul Moeed, Department of Computer Science and Engineering, Kakatiya Institute of Technology and Science, Warangal, Telangana, India.

Reddy N V S M, Department of Mechanical Engineering, Aditya University, Surampalem, Andhra Pradesh, India.

Pompapathi M, Department of Information Technology, RVR & JC College of Engineering, Guntur, Andhra Pradesh, India.

Pages : 867-877

DOI : 10.53759/7669/jmc202505068

Published On : 05 April 2025



                             

Hybrid Quantum Convolutional Neural Network for CNC Machine Bearing Fault Detection Using Vibration and Acoustic Signals

Nallabariki Praveen Kumar, Department of Computer Science and Engineering, VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad, Telangana, India.

Swetha G, Computer Science and Engineering, R R Institute of Technology, Chikbanavara, Bangalore, Karnataka, India.

Lakshmanarao A, Department of Information Technology, Aditya University, Surampalem, Andhra Pradesh, India.

Gururaj L Kulkarni, Department of Artificial Intelligence and Machine Learning, Bapuji Institute of Engineering and Technology, Davangere, Karnataka, India.

Sreenivasulu Gogula, Department of Information Technology, Vardhaman College of Engineering, Hyderabad, Telangana, India.

Koti Reddy M, Department of Electronics and Communication Engineering, Universal College of Engineering and Technology, Guntur, Andhra Pradesh, India.

Pages : 857-866

DOI : 10.53759/7669/jmc202505067

Published On : 05 April 2025



                             

A Cost-Effective Solution for Automation, Security and Energy Efficiency in Edge Enabled IoT Smart Home Applications

Hee Woong Jeong, Department of Architectural Design, Dong-Seo University, Sasang-gu, Busan, Republic of Korea.

Pages : 847-856

DOI : 10.53759/7669/jmc202505066

Published On : 05 April 2025



                             

Intelligent Diagnostic System for Mechanical Fault Detection Using Deep Learning

Shaik Jaffar Hussain, Department of Computer Science and Engineering, Sri Venkateswara Institute of Science and Technology, Kadapa, Andhra Pradesh, India.

Rupa Devi B, Department of Computer Science and Engineering, Annamacharya Institute of Technology and Sciences, Tirupati, Andhra Pradesh, India.

Anant Shankar E, Department of Electronics and Communication Engineering, Sri Venkateswara College of Engineering (Autonomous), Tirupati, Andhra Pradesh, India.

Lakshmi H N, Department of Computer Science and Engineering (Artificial Intelligence & Machine Learning), CVR College of Engineering, Hyderabad, Telangana, India.

Rangaswamy K, Department of Computer Science and Engineering (DS), Rajeev Gandhi Memorial College of Engineering and Technology, Nandyal, Andhra Pradesh, India.

Suneelgoutham Karudumpa, Department of Electrical and Electronics Engineering, Aditya Institute of Technology and Management, Tekkali, Srikakulam, Andhra Pradesh, India.

Pages : 831-846

DOI : 10.53759/7669/jmc202505065

Published On : 05 April 2025



                             

Advanced Multi Class Cyber Security Attack Classification in IoT Based Wireless Sensor Networks Using Context Aware Depthwise Separable Convolutional Neural Network

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

Pages : 814-830

DOI : 10.53759/7669/jmc202505064

Published On : 05 April 2025



                             

Comparing Multilingual Emoji Enhanced Product Reviews: A Transformer Based Approach for Language Pair and Emotion Detection

Priyanka Sharma and Ganesh Gopal Devarajan, Department of Computer Science and Engineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Delhi-NCR Campus, Ghaziabad, Uttar Pradesh, India.

Pages : 804-813

DOI : 10.53759/7669/jmc202505063

Published On : 05 April 2025



                             

Gamification and Deep Learning-Driven Transformer Feedback Mechanism for Adaptive Language Learning Assessment

Abdullah A Alanzi, Department of Educational Psychology, College of Education, Jouf University, Sakaka, Saudi Arabia.

Ahmed I Taloba, Department of Computer Science, College of Computer and Information Sciences, Jouf University, Sakaka, Saudi Arabia.

Pages : 789-803

DOI : 10.53759/7669/jmc202505062

Published On : 05 April 2025



                             

Next-Generation Vaccines: Leveraging Deep Learning for Predictive Immune Response and Optimal Vaccine Design

Saranya K R, Josephine Usha L and Suganya Y, Department of Computer Science and Engineering, School of Computing, SRM Institute of Science and Technology Tiruchirrappalli, Tamil Nadu, India.

Valarmathi P, Department of Computer Science and Engineering, Mookambigai College of Engineering, Pudukkottai, Tamil Nadu, India.

Pages : 768-788

DOI : 10.53759/7669/jmc202505061

Published On : 05 April 2025



                             

Application of Edge Computing in Real Time Data Processing to Enhance Non-Player Character Behavior in Game AI Systems

Yue Li and Heng Tian, AI Application Research Institute, Goldwind Science & Technology Co., Ltd., Beijing, China, 101102.

Pages : 753-767

DOI : 10.53759/7669/jmc202505060

Published On : 05 April 2025



                             

A Framework for Designing Behaviour Tree Artificial Intelligent Game Based on Dynamic Human Emotions

Sreenarayanan N M and Partheeban N, School of Computing Science and Engineering, Galgotias University, Greater Noida, Uttar Pradesh, India.

Pages : 743-752

DOI : 10.53759/7669/jmc202505059

Published On : 05 April 2025



                             

Expert Crawler: Amalgamation of Deep Learning Models for Multilingual Multiclass Classification of Product Reviews

Priyanka Sharma, Department of Computer Science and Engineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Delhi-NCR Campus, Ghaziabad, Uttar Pradesh, India.

Ganesh Gopal Devarajan and Manash Sarkar, Department of Computer Science and Engineering, Atria Institute of Technology, Hebbal, Bengaluru, Karnataka, India.

Pages : 730-742

DOI : 10.53759/7669/jmc202505058

Published On : 05 April 2025



                             

Ensemble Machine Learning Framework for Heart Abnormality Classification with Effective Feature Selection

Pragash K and Jayabharathy J, Department of Computer Science Engineering, Puducherry Technological University, Puducherry, Tamil Nadu, India.

Pages : 720-729

DOI : 10.53759/7669/jmc202505057

Published On : 05 April 2025



                             

Mitigating Air Pollution Risks with Deep Learning: A Quantum-Optimized Approach for Nitrogen Dioxide Prediction in Los Angeles

Sivakumaran AR, Department of Information Technology, Malla Reddy Engineering College for Women, Secunderbad, Telangana, India.

Cuddapah Anitha, Department of Computer Science and Engineering, School of Computing, Mohan Babu University, (Erstwhile Sree Vidyanikethan Engineering College), Tirupati, Andhra Pradesh, India.

Manjula Arunraj, Department of Health Information Management and Technology, College of Applied Medical Sciences, King Faizal University, Alahsa, Saudi Arabia.

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

Venkatesh Babu S, Department of Information Technology, KGISL Institute of Technology, Coimbatore, Tamil Nadu, India.

Gokila S, Department of Information Technology, Karpagam Institute of Technology, Coimbatore, Tamil Nadu, India.

Pages : 709-719

DOI : 10.53759/7669/jmc202505056

Published On : 05 April 2025



                             

SIRD-ABiGRU-AE: A Modified Compartmental Model with Attention-Driven BiGRU Autoencoder for COVID-19 Outbreak Prediction and Hospitalizations

Parthiban M and Anna Alphy, Department of Computer Science and Engineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Delhi-NCR Campus, Delhi-Meerut Road, Uttar Pradesh, India.

Sreedevi B, Department of Computer Science and Engineering, Sri Sai Ram Institute of Technology, Chennai, Tamil Nadu, India.

Pages : 694-708

DOI : 10.53759/7669/jmc202505055

Published On : 05 April 2025



                             

nCD and Clipped RBM Based Multimode DBN for Optimal Classification of Heterogeneous Images in Big Data

Neha Ahlawat and Franklin Vinod D, Department of Computer Science and Engineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Delhi-NCR Campus, Ghaziabad, Uttar Pradesh, India.

Pages : 682-693

DOI : 10.53759/7669/jmc202505054

Published On : 05 April 2025



                             

Analysing the Thought Process of EEG Pattern using Compressed Sensing Architecture

Arun Kumar S, Department of Computer Science and Engineering, School of Computing, SRM Institute of Science and Technology Potheri, Kattankulathur, Tamil Nadu, India.

Anand L, Department of Networking and Communications, School of Computing, SRM Institute of Science and Technology Potheri, Kattankulathur, Tamil Nadu, India.

Pages : 671-681

DOI : 10.53759/7669/jmc202505053

Published On : 05 April 2025



                             

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.

Pages : 658-670

DOI : 10.53759/7669/jmc202505052

Published On : 05 April 2025



                             

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.

Pages : 645-657

DOI : 10.53759/7669/jmc202505051

Published On : 05 April 2025