Journal of Machine and Computing


Forthcoming Issue - Articles in Press


Fuzzy Logic-Driven Intelligent System for Uncertainty-Aware Decision Support Using Heterogeneous Data

Santosh Kumar, HCLTech, 6004 Blue Ridge Dr #A, Highlands Ranch CO 80130, USA.

Margi Patel, Department of Computer Science and Engineering, Indore Institute of Science and Technology, Indore, Madhya Pradesh, India.

Bipin Bihari Jayasingh, Department of Information Technology, CVR College of Engineering, Hyderabad, Telangana, India.

Mohit Kumar, Teerthanker Mahaveer College of Pharmacy, Teerthanker Mahaveer University, Moradabad, Uttar Pradesh, India.

Zaed Balasm, Department of Computers Techniques Engineering, College of Technical Engineering, The Islamic University, Najaf, Iraq.

Saloni Bansal, Department of Electronics and Communication Engineering, GLA University, Mathura, Uttar Pradesh, India.

DOI : 10.53759/7669/jmc202505205

Accepted On : 11 August 2025




                           

Mathematically Modified Deep Learning Model Assisted Handwritten Digit Recognition for Intelligent Document Processing Systems

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

Manjula S, Department of Computer Science and Engineering, Vel Tech Rangarajan Dr Sagunthala R & D Institute of Science and Technology (Deemed to be University), Chennai, Tamil Nadu, India.

Aseel Smerat, Faculty of Educational Sciences, Al-Ahliyya Amman University, Amman, 19328, Jordan and Department of Biosciences, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, India.

Komali Govindu, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, Andhra Pradesh, India.

Sivakumar G, Department of Computer Science and Engineering, Erode Sengunthar Engineering College, Perundurai, Erode, Tamil Nadu, India.

Sahasranamam V, Department of Information Technology, V.S.B College of Engineering Technical Campus, Coimbatore, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505204

Accepted On : 09 August 2025




                           

A Novel Machine Level Computation of Enhancing IoT Cybersecurity Logics with the Scalable and Robust Coral Matrix Security Framework

Ravikanth Motupalli, Department of Computer Science and Engineering, VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad, Telangana, India.

Alampally Sreedevi, Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Moinabad Road, Aziznagar, Hyderabad, Telangana, India.

Sandhya K, Department of Computer, Science and Engineering, SR University, Warangal, Telangana, India.

Geetha A, Computer Science and Engineering-(Artificial Intelligence and Machine Learning), CVR College of Engineering, Vasthunagar, Mangalpalli, Ibrahimpatnam, Telangana, India.

Surya Narayana Reddy V, Department of Computer Science and Engineering, BVRIT Hyderabad College of Engineering For Women, Hyderabad, Telangana, India.

DOI : 10.53759/7669/jmc202505203

Accepted On : 08 August 2025




                           

Enhancing Spoof Detection in Automatic Speaker Verification Using CQCC Optimization and ViT Architecture

Selin M, Department of Computer Applications, Cochin University of Science and Technology, Kochi, Kerala, India.

Preetha Mathew K, Cochin University College of Engineering, Kochi, Kerala, India.

DOI : 10.53759/7669/jmc202505202

Accepted On : 07 August 2025




                           

Fuzzy Logic-Enhanced Expert System for Real-Time Anomaly Detection in CNC Machines

Atulya Gupta, Department of Computer Science and Engineering, SRM Institute of Science and Technology, Delhi-NCR Campus, Ghaziabad, Uttar Pradesh, India.

Josphin Mary J, Department of Computer Science and Applications, Faculty of Science and Humanities, SRM Institute of Science and Technology, Ramapuram. Chennai, Tamil Nadu, India.

Nandhini I, Department of Information Technology, V.S.B. Engineering College, Karur, Tamil Nadu, India.

Thivya Lakshmi R T, Department of Computer Science and Engineering (Artificial Intelligence and Machine Learning), Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, Avadi, Chennai, Tamil Nadu, India.

Santhi M V B T, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India.

Pari R, Department of Computer Science and Engineering, VELS Institute of Science, Technology and Advanced Studies, Chennai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505201

Accepted On : 07 August 2025




                           

A Hybrid Expert System Using Symbolic Reasoning and Neural Networks for Predictive Maintenance in Mechatronic Systems

Venkatesh S, Department of Data Science and Business Systems, SRM Institute of Science and Technology, Kattankulathur, Chennai, Tamil Nadu, India.

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

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

Sagar Imambi S, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India.

Arivazhagan D, AMET Business School, Academy of Maritime Education and Training Deemed to be University, Chennai, Tamil Nadu, India.

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

DOI : 10.53759/7669/jmc202505200

Accepted On : 07 August 2025




                           

Graph Neural Networks for Modelling Structural and Functional Dependencies in Smart Cyber-Physical Systems

Shanthini A and John Deva Prasanna D S, Department of Data Science and Business Systems, SRM Institute of Science and Technology, Kattankulathur, Chennai, Tamil Nadu, India.

Balaram Amagoth, Department of Computer Science and Engineering, Scient Institute of Technology, Hyderabad, Telangana, India.

Mamatha Talakoti, Department of Computer Science and Engineering, Sreenidhi Institute of Science and Technology, Gatkesar, Hyderabad, Telangana, India.

Debdatta Sarkar, Accenture, Hyderabad, Telangana, India.

Arun Shalin L V, Department of Computer Science and Engineering, School of Computing, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Avadi, Chennai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505199

Accepted On : 07 August 2025




                           

Enhancing Strategy and Governance Through AI-Driven Behavioral Competency Analytics: An ML Model for Competency Development

Srinivasa Rao Dasaraju, Finance and Accounting, IBS Hyderabad (Under IFHE, Hyderabad), Telangana, India.

Venkata Raghu Babu Nallamalli, Department of Management Studies, RISE Krishna Sai Prakasam Group of Institutions, Andhra Pradesh, India.

Jayanthi Rajendran, Department of English, Easwari Engineering College, Chennai, Tamil Nadu, India.

Madhusudhana Rao Chennamsetty, School of Computing, Mohan Babu University, Tirupati, Andhra Pradesh, India.

Vipin Jain, Department of Management, Teerthanker Mahaveer University, Moradabad, Uttar Pradesh, India.

Girish Kumar Painoli, University Institute of Management and Commerce, Guru Nanak University, Hyderabad, Telangana, India.

DOI : 10.53759/7669/jmc202505198

Accepted On : 07 August 2025




                           

Multimodal Deep Learning Model for Measuring the Impact of Social Media Advertising Using Visual-Linguistic Representation Learning

Muntadher Idrees Ali, Department of Information Technology, College of Science, University of Warith Al-Anbiyaa, Karbala, Iraq.

Savitha K, Department of Computer Science, School of Commerce, Vel Tech University, Avadi, Chennai, Tamil Nadu, India.

Aseel Smerat, Faculty of Educational Sciences, Al-Ahliyya Amman University, Amman, 19328, Jordan and Department of Biosciences, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India.

Kolluru Suresh Babu, Department of Computer Science and Engineering, Vasireddy Venkatadri Institute of Technology, Guntur, Andhra Pradesh, India.

Sivakumar G, Department of Computer Science and Engineering, Erode Sengunthar Engineering College, Perundurai, Erode, Tamil Nadu, India.

Gracy Theresa W, Department of Artificial Intelligence and Data Science, Panimalar Engineering College, Chennai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505197

Accepted On : 06 August 2025




                           

Weight-Optimized Genetic Algorithm-Driven Machine Learning Models for Robust Digital Video Watermarking Methods

Ali Mahmoud Ali, Department of Information Technology, college of science, University of Warith Al-Anbiyaa, Karbala, Iraq.

Rajkumar N and Saravanan R, Department of Computer Science and Engineering, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Avadi, Thiruvalluvar, Tamil Nadu, India.

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

Saravanan G, Department of Artificial Intelligence and Data Science, Erode Sengunthar Engineering College, Perundurai, Erode, Tamil Nadu, India.

Shanthi Latha K, Department of Computer Science and Engineering-Artificial Intelligence and Machine Learning, Malla Reddy College of Engineering, Secunderabad, Telangana, India.

DOI : 10.53759/7669/jmc202505196

Accepted On : 06 August 2025




                           

Hybrid Fuzzy-Neural Systems for Real-Time Decision-Making in Autonomous Vehicles

Indhumathi R, Department of Computer Science, Idhaya College for Women, Kumbakonam, Tamil Nadu, India.

Jeyalakshmi M S, Department of Artificial intelligence and Data Science, Jerusalem College of Engineering, Chennai, Tamil Nadu, India.

Hemalatha N, Department of Electrical and Electronics Engineering, Bharath Institute of Higher Education and Research, Chennai, Tamil Nadu, India.

Anurag Shrivastava, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India.

Heba Abdul-Jaleel Al-Asady, Department of Computers Techniques Engineering, College of Technical Engineering, The Islamic University, Najaf, Iraq.

Kanchan Yadav, Department of Electrical Engineering, GLA University, Mathura, Uttar Pradesh, India.

DOI : 10.53759/7669/jmc202505195

Accepted On : 05 August 2025




                           

An Intelligent Computational Framework for Real-Time Micro-Moment Detection and Conversion Optimization in Smart Digital Marketing Systems

Arun Kumar S, Department of Computer Science and Engineering, Vel Tech Rangarajan Dr. Sangunthala R&D Institute of Science and Technology, Avadi, Chennai, Tamil Nadu, India.

Taheseen Shaikh Abdul Aziz, Department of Marketing and Business Analytics, Faculty of College of Business and Tourism, University of Prince Mugrin, Madina, Saudi Arabia.

Farhat Embarak, Information Technology Department, Computing and Information Technology Faculty, University of Ajdabiya, Ajdabiya, Libya.

Joel T, Department of Electronics and Communication Engineering, R. M. K. Engineering College, RSM Nagar, Kavaraipettai, Gummidipoondi, Tiruvallur, Tamil Nadu, India.

Lokesh Gupta, Department of Computer Science and Engineering, Dr. K. N. Modi University, Newai, Rajasthan, India.

DOI : 10.53759/7669/jmc202505194

Accepted On : 05 August 2025




                           

Bio-Inspired Adaptive Control Mechanisms in Mechatronic Systems Using Multi-Objective Evolutionary Deep Learning Optimization Techniques

Vishnukumar A, Department of Computer Science and Business Systems, Rajalakshmi Engineering College, Chennai, Tamil Nadu, India.

Manigandan S K and Ramya D, Department of Information Technology, Vel Tech High Tech Dr.Rangarajan Dr.Sakunthala Engineering College, Chennai, Tamil Nadu, India.

Revathy P, Department of Computer Science and Engineering, Thamirabharani Engineering College, Tirunelveli, Tamil Nadu, India.

Balamurugan K, Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505193

Accepted On : 05 August 2025




                           

Enhancing Energy Efficiency and Data Reliability in Wireless Sensor Networks through Adaptive Multi-Hop Routing with Integrated Machine Learning

Kuldeep Pande, Department of Electronics and Communication Engineering, Yeshwantrao Chavan College of Engineering, Nagpur, Maharastra, India.

Abhiruchi Passi, Department of Electronics and Communication Engineering, Manav Rachna International Institute of Research and Studies, Faridabad, Haryana, India.

Madhava Rao, Department of Computer Science and Applications, Koneru Lakshmaiah Education Foundation (KLEF), Vaddeswaram, Guntur, Andhra Pradesh, India.

Prem Kumar Sholapurapu, CGI, USA.

Bhagyalakshmi L, Department of Electronics and Communication Engineering, Rajalakshmi Engineering College, Chennai, Tamil Nadu, India.

Sanjay Kumar Suman, Department of Artificial Intelligence and Data Science, Sri Shanmugha College of Engineering and Technology, Sankari, Salem, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505192

Accepted On : 05 August 2025




                           

Fault Tolerance Mechanism for Transient Faults in IoT based Traffic Data Transaction

Sowjanya Lakshmi A and Vanipriya C H, Sir M. Visvesvaraya Institute of Technology, Bengaluru, Karnataka, India.

DOI : 10.53759/7669/jmc202505191

Accepted On : 02 August 2025




                           

FedAvgCNN: A Fusion-Based Federated Learning Approach for Multi-Class Brain Tumor Classification with Enhanced Privacy

Sivakumar N, Department of Computer Engineering, Marwadi University, Rajkot, Gujarat, India.

Renukadevi S, School of Computer Science and IT, Jain University, Bangalore, Karnataka, India.

Manujakshi B C, School of Computer Science and Engineering, Faculty of Engineering and Technology, JAIN (Deemed-to-be-University), Bengaluru, Karnataka, India.

Shashidhar T M, Department of Electronics and Communication Engineering, Harsha Institute of Technology, Bengaluru, Karnataka, India.

DOI : 10.53759/7669/jmc202505190

Accepted On : 02 August 2025




                           

EdgeAware-CHNet: A Federated Deep Learning Framework for Adaptive Cluster Head Selection in Scalable IoT-Enabled WSNs

Kavitha V, Department of Data Science and Business Systems, SRM Institute of Science and Technology, Chennai, Tamil Nadu, India and Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Taiwan.

Chin-Shiuh Shieh and Mong-Fong Horng, Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Taiwan.

DOI : 10.53759/7669/jmc202505189

Accepted On : 04 August 2025




                           

Hybrid Shunt Active Filter Based Amalgamated Controller Utilized for Power Quality Improvement with Harmonic Mitigation in Smart Grid System

Omar A AlKawak, Hadi Saghafi, Bahador Fani and Majid Delshad, Department of Electrical Engineering, Isfahan (Khorasgan) Branch, Islamic Azad University, Isfahan, Iran.

Ali A Abdullah Albakry, Al-Furat Al-Awsat Technical University, Al-Musayyib Technical College, Electrical Engineering Techniques, Babil, Iraq.

DOI : 10.53759/7669/jmc202505188

Accepted On : 04 August 2025




                           

Firefly Algorithm with Cauchy Crow Search Algorithm based Feature Selection for English Character Recognition

Snehal Prabhakarrao Dongre, Department of Computer Science and Engineering, Shri Guru Gobind Singhji Institute of Engineering and Technology, Vishnupuri, Maharashtra, India.

Dharmpal D Doye, Department of Electronics and Telecommunication Engineering, Shri Guru Gobind Singhji Institute of Engineering and Technology, Vishnupuri, Maharashtra, India.

DOI : 10.53759/7669/jmc202505187

Accepted On : 04 August 2025




                           

Energy-Efficient Reinforcement Learning-Based Adaptive Resource Allocation for LoRa Networks

Suchitra N Shenoy and Ganesh V Bhat, Department of Electronics and Communication Engineering, Canara Engineering College, Mangalore, Visvesvaraya Technological University, Belagavi, Karnataka, India.

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

DOI : 10.53759/7669/jmc202505186

Accepted On : 03 August 2025




                           

Develop an Ensemble Transfer Learning with Hybrid Vision Transformers with Convolutions for Enhancing Indian Sign Language Recognition

Suresh Anand M, Department of Computing Technologies, School of Computing, SRM Institute of Science and Technology, Kattankulathur, Chennai, Tamil Nadu, India.

Mong-Fong Horng and Chin-Shiuh Shieh, Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Taiwan.

DOI : 10.53759/7669/jmc202505185

Accepted On : 03 August 2025




                           

Enhanced Local Information Weighted Intuitionistic Fuzzy C-Means Clustering for Image Nodule Segmentation

Sandhya L and Marimuthu Karuppiah, Presidency School of Computer Science and Engineering, Presidency University, Bengaluru, Karnataka, India.

DOI : 10.53759/7669/jmc202505184

Accepted On : 03 August 2025




                           

Advanced Computational Models for Thermal System Optimization Using Machine Learning and Hybrid Techniques

Kathiravan M, Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India.

Joe Arun C S J, Department of Business Analytics, Loyola Institute of Business Administration, Chennai, Tamil Nadu, India

Kishore Kunal, Department of Computer Science and Engineering, Excel Engineering College, Komarapalayam, Tamil Nadu, India.

Parthasarthy K, Department of Electrical and Electronics Engineering, Jawaharalal Nehru University, New Delhi, India.

Mohamedyaseen A, Department of Electrical and Communication Engineering, Excel Engineering College, Komarapalayam, Namakkal, Tamil Nadu, India.

Vairavel Madeshwaren, Department of Agriculture Engineering, Dhanalakshmi Srinivasan College of Engineering, Coimbatore, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505183

Accepted On : 31 July 2025




                           

Blockchain-Based Machine Learning Model for Secure Data Transfer and Route Preservation in UAV Integrated VANET Systems

Divya Sree A and Kapil Sharma, Department of Computer Science and Engineering, Amity University, Gwalior, Madhya Pradesh, India.

DOI : 10.53759/7669/jmc202505182

Accepted On : 03 August 2025




                           

Fraud Detection in Financial Transactions Using Gradient Boost with Hybrid Optimization

Renukadevi S, Department of Cloud Technology and Information Security, School of Computer Science and Information Technology, JAIN (Deemed-to-be- University), Bengaluru, Karnataka, India.

Manujakshi B C, Department of Artificial Intelligence and Machine Learning, School of Computer Science and Engineering, Faculty of Engineering and Technology, JAIN(Deemed-to-be-University),Bengaluru, Karnataka, India.

Shashidhar T M, Department of Electronics and Communication Engineering,, Harsha Institute of Technology, Bengaluru, Karnataka, India.

Sivakumar N, Department of Computer Engineering, Marwadi University, Rajkot , Gujarat, India.

DOI : 10.53759/7669/jmc202505181

Accepted On : 02 August 2025




                           

AI-Driven Solar Tracking and Smart Wind Turbines: Enhancing Renewable Energy Efficiency Through Adaptive Machine Learning Algorithms

Joe Arun C S J and Kishore Kunal, Department of Business Analytics, Loyola Institute of Business Administration, Chennai, Tamil Nadu, India.

Suma R, Department of Computer Science and Engineering, T.John Institute of Technology, Bengaluru, Karnataka, India.

Vasu Namala, Department of Electrical and Communication Engineering, Sree Rama Engineering College, Tirupati, Andhra Pradesh, India.

Terrance Frederick Fernandez, Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India.

Vairavel Madeshwaren, Department of Agriculture Engineering, Dhanalakshmi Srinivasan College of Engineering, Coimbatore, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505180

Accepted On : 31 July 2025




                           

Q-Learning Optimized EACDO-OFDM and IoT Framework for VLC-Enabled Smart Indoor Infrastructure

Anitha Vijayalakshmi B, SIMATS Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India.

Chin-Shiuh Shieh and Mong-Fong Horng, Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Taiwan.

Mary Victoria R, Panimalar Engineering College, Chennai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505179

Accepted On : 29 July 2025




                           

Unmasking Mnemonics – Leveraging Content Moderation Model for Decoding Encoded Communication in Digital Conversations

Sumithra S and Sujatha P, School of Computing Sciences, Vels Institute of Science, Technology and Advanced Studies, Pallavaram, Chennai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505178

Accepted On : 29 July 2025




                           

A Novel Deep Adaptive Feature Learning Framework for Efficient Electricity Theft Detection in Smart Grids

Deepa K R and Thillaiarasu N, School of Computing and Information Technology, REVA University, Bangalore, Karnataka, India.

DOI : 10.53759/7669/jmc202505177

Accepted On : 29 July 2025




                           

FPGA-Based Image Compression for Wireless Communication Networks using - CRAN Architecture

Lakshmisha S K, Madhusudhan M V, Impa B H and Bhavana A, Department of Computer Science Engineering, Presidency University, Bengaluru, Karnataka India.

Goutami Chenumalla, Department of Computer Science Engineering, BMS Institute of Technology and Management, Bengaluru, Karnataka, India.

Laxmi Singh, Department of Electronics and Communication Engineering, Rabindranath Tagore University, Bhopal, Madhya Pradesh, India.

DOI : 10.53759/7669/jmc202505176

Accepted On : 29 July 2025




                           

Energy-Efficient Wireless Sensor Networks: A Fuzzy Logic Approach for IoT Optimization

Indhumathi R, Department of Computer Science, Idhaya College for Women, Kumbakonam, Tamil Nadu, India.

Saloni Vaishnav, Indian Institute of Management, Indore, Madhya Pradesh, India.

Anurag Shrivastava, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India.

Vishwanil Suman, K R Mangalam University, Sohna Road, Gurugram, Haryana.

Montater MuhsnHasan, Department of Computers Techniques Engineering, College of Technical Engineering, The Islamic University, Najaf, Iraq.

Saloni Bansal, Department of Electronics and Communication Engineering, GLA University, Mathura, Uttar Pradesh, India.

DOI : 10.53759/7669/jmc202505175

Accepted On : 29 July 2025




                           

Explainable Fuzzy Logic in AI: Enhancing Transparency and Trust in Deep Learning Models

Yassir Farooqui, Pooja Bhatt and Kiran Macwan, Parul Institute of Engineering and Technology, Parul University, Vadodara, Gujarat, India.

Kishori Shekokar, Department of Computer Engineering, Madhuben and Bhanubhai Patel Institute of Technology, The Charutar Vidya Mandal (CVM) University, Anand, Gujarat, India.

DOI : 10.53759/7669/jmc202505174

Accepted On : 28 July 2025




                           

Customer Behavior Classification Using Deep Stacked Autoencoder with Dragonfly Optimization

Gajendran K S and Arunkumar Thangavelu, School of Computer Science and Engineering, VIT University, Vellore, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505173

Accepted On : 28 July 2025




                           

A Robust Evaluation of Bug Pre-Processing and Classification Logic using NLP Computation with Machine Learning Technique

Mamatha Racharla and Lalitha Surya Kumari P, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Hyderabad, Telangana, India.

Sharada Adepu, Department of Computer Science and Engineering, G. Narayanamma Institute of Technology and Science, Hyderabad, Telangana, India.

DOI : 10.53759/7669/jmc202505172

Accepted On : 28 July 2025




                           

A Novel Computational Model to Predict Healthcare Problems Through Machine Optimization and Hyperparameter Tuning Logic

Vinitha R, Department of Computer Science, Dr.M.G.R. Educational and Research Institute, Chennai, Tamil Nadu, India.

Viji Vinod, Faculty of Computer Applications, Dr.M.G.R. Educational and Research Institute, Chennai, Tamil Nadu, India.

Sharmila K P, Department of Electronics and Communication Engineering, CMR Institute of Technology, Bengaluru, Karnataka, India.

Kavithavarshini G S, Department of Computer Applications, Dr.M.G.R.Educational and Research Institute, Chennai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505171

Accepted On : 28 July 2025




                           

CauliCaps: Capsule Network for Pioneering Disease Detection in Cauliflower Cultivation with Mobile Application Development

Meenalochini M and Amudha P, Department of Computer Science and Engineering, School of Engineering, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505170

Accepted On : 22 July 2025




                           

Meta-Learning for Enhanced Disease Prediction from EHR Data

Chitra G and Syed Muzamil Basha, School of Computer Science and Engineering, REVA University, Bengaluru, Karnataka, India.

DOI : 10.53759/7669/jmc202505169

Accepted On : 21 July 2025




                           

Optimising Clustering Accuracy Using Mahalanobis Distance-Based Ensemble Methods: A Novel Data Analysis Paradigm

Kalimuthu Marimuthu, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Green Fields, Vaddeswaram, Andhra Pradesh, India.

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

Durgadevi P, School of Computer Science and Engineering, Presidency University, Itgalpur, Rajanakunte, Bengaluru, Karnataka, India.

Prashanthi M, Department of Computer Science and Engineering, CMR Engineering College, Medchal, Kandlakoya, Telangana, India.

Sunil P, Department of Computer Science and Engineering, NBKR Institute Of Science and Technology, Vidyanagar, Andhra Pradesh, India.

DOI : 10.53759/7669/jmc202505168

Accepted On : 21 July 2025




                           

Accurate Phase-wise Prediction of Coconut Harvesting Stages Using VGG19 Convolutional Neural Network for Improved Agricultural Automation

Pushpa T, GITAM School of Technology, Bengaluru, Karnataka, India.

Vadivel A, Drone Technologies Lab, MURTI Research Centre, Department of Artificial Intelligence and Data Science, GITAM School of Technology, Bengaluru, GITAM (Deemed to be) University, Karnataka, India.

DOI : 10.53759/7669/jmc202505167

Accepted On : 18 July 2025




                           

An Improvised Finger Vein Patterns Attribute Based Recommendation Technique for Remote (IoT) Authentication using Key-Value Distribution

Sujani G, Department of Electronics and Communication Engineering, C Byre Gowda Institute of Technology, Kolar, VTU, Karnataka, India.

Sreerama Reddy G M, Department of Electronics and Communication Engineering, Bangalore Technological Institute, VTU, Bengaluru, Karnataka, India.

DOI : 10.53759/7669/jmc202505166

Accepted On : 18 July 2025




                           

Enhancing Digital Signatures: Integrating Hybrid Encryption for Privacy in Blockchain-Based Healthcare Contracts with Improved Convolutional Coded Merkle Trees

Shanmugam Shoba M and Rekha B Venkatapur, Department of Computer Science and Engineering, K S Institute of Technology, Bangalore, Karnataka, Affiliated to VTU, Belagavi, Visvesvaraya Technological University, Belgavi, Karnataka, India.

DOI : 10.53759/7669/jmc202505165

Accepted On : 18 July 2025




                           

Adaptive Reinforcement Learning with Improved Artificial Bee Colony Optimization for Personalized and Enriched News Recommendation

Gayathri Devi N, Department of Information Technology, C. Abdul Hakeem College of Engineering and Technology, Hakeem Nagar, Melvisharam, Vellore, Tamil Nadu, India.

Ramesh Sengodan, Presidency School of Computer Science and Engineering, Presidency University, Bengaluru, Karnataka, India.

Tamilarasi Rajamani, School Computer Science, Villa College, Male, Maldives.

Maheswari M, Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India.

Muralidaran C, Department of Mathematics, Presidency University, Bengaluru, Karnataka, India.

DOI : 10.53759/7669/jmc202505164

Accepted On : 18 July 2025




                           

Design and Development of EHR Patterns in Local Blockchain Computing Layers for Privacy Enhancing Techniques

Namrata Bathli and Shantaladevi Patil, School of Computer Science and Engineering, REVA University, Bengaluru, Karnataka, India.

DOI : 10.53759/7669/jmc202505163

Accepted On : 18 July 2025




                           

Energy-Aware Deep Learning Workflow for Intelligent Routing and Classification in WSNs under Green AI Principles

Ratha Jeyalakshmi T, Department of Master of Computer Applications, Dayananda Sagar College of Engineering, Bangalore, Karnataka, India.

Mahalakshmi R, School of Information Science, Presidency University, Bangalore, Karnataka, India.

Angeline Christobel Y, Department of Computer Science, Faculty of Science and Humanities, SRM IST, Ramapuram, Chennai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505162

Accepted On : 17 July 2025




                           

TSDACS: Two-Stage Deadline-Aware Cloudlet Scheduler for Time-Critical Workloads

Gritto D and Muthulakshmi P, Department of Computer Science, Faculty of Science and Humanities, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505161

Accepted On : 17 July 2025




                           

An Ensemble Classification Model for Crop Recommendation with Edge Computing

Anil Kumar Ghadiyaram, Department of Computer Science and Engineering, Vignana Bharathi Institute of Technology, Hyderabad, Telangana, India.

Srinivasa L Chakravarthy, Department of Computer Science and Engineering, GITAM (Deemed to be University), Visakhapatnam, Andra Pradesh, India.

DOI : 10.53759/7669/jmc202505160

Accepted On : 17 July 2025




                           

Meta-Learning-Driven Hyper-Personalization Framework Using Deep Ensemble User Classification For Intelligent Human–Machine Interaction Systems

Siva Rama Prasad Kollu and Yugandhar Garapati, Department of Computer Science and Engineering, GITAM Deemed to be University, Hyderabad, Telangana, India.

DOI : 10.53759/7669/jmc202505159

Accepted On : 15 July 2025




                           

Integrating Emotion-Aware AI for Hyper-Personalized Consumer Targeting in Next-Generation Man–Machine Computing Environments

Taheseen Shaikh Abdul Aziz, Department of Marketing and Business Analytics, Faculty of College of Business and Tourism, University of Prince Mugrin, Madina, Saudi Arabia.

Vinodha Ramalingam, Department of Electronics and Communication Engineering, Ultra College of Engineering and Technology, Madurai, Tamil Nadu, India.

Nandini Prasad K S, Department of Information Science and Engineering, Dayananda Sagar Academy of Technology and Management, Bangalore, Karnataka, 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.

Arun Kumar, Vel Tech Rangarajan Dr. Sangunthala R&D Institute of Science and Technology, Chennai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505158

Accepted On : 15 July 2025




                           

BubbleGLS: A Machine-Centric Computing Model for IoT-Based Estimation of Bubble Diameter in Gas–Liquid Systems

Ramamoorthy M L, Department of Electrical and Electronics Engineering, Alagappa Chettiar Government College of Engineering and Technology (Autonomous), Karaikudi, Tamil Nadu, India.

Gayathri C S, Department of Electronics and Communication Engineering, Mother Terasa College of Engineering and Technology, Pudukkottai, Tamil Nadu, India.

Ramya P, Department of Computer Science and Engineering, Mahendra Engineering College, Namakkal, Tamil Nadu, India.

Indhuja N, Department of Artificial Intelligence and Data Science, Sengunthar Engineering College, Tiruchengode, Tamil Nadu, India.

Sathishkumar R, Department of Mathematics, Velammal College of Engineering and Technology, Madurai, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505157

Accepted On : 10 July 2025




                           

A Machine Learning Approach for Efficient Identification and Severity Grading of PCOS and PCOD Using Optimized Features

Suvika K V, Department of Computer Science and Engineering, Bangalore Institute of Technology, Visvesveraya Technological University, Belagavi, Karnataka, India.

Jyothi D G, Department of Artificial Intelligence and Machine Learning, Bangalore Institute of Technology, Visvesveraya Technological University, Belagavi, Karnataka, India.

DOI : 10.53759/7669/jmc202505156

Accepted On : 10 July 2025




                           

Design of a Computational Model to Detect Hybrid Emotion through Facial Expressions in Videos Using CNN-LSTM

Sahaya Sugirtha Cindrella S and Jayashree R, Department of Computer Applications, Faculty of Science and Humanities, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505155

Accepted On : 09 July 2025




                           

A Secure System for Accessing the Big Data Over the Scattered Cloud Information Center Using C-Hadoop

Selvam L, Department of Computer Science and Engineering (Cyber Security), SRM Madurai College for Engineering and Technology, Madurai, Tamil Nadu, India.

Thresa Jeniffer J, Department of Information Technology, St. Joseph’s College of Engineering, Chennai, Tamil Nadu, India.

Pandi Maharajan M, Department of Electronics and Communication Engineering, Dhaanish Ahmed College of Engineering, Tambaram, Chennai, Tamil Nadu, India.

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

Jaiganesh M, Department of Information Technology, Karpagam College of Engineering, Coimbatore, Tamil Nadu, India.

Ramkumar S, Department of Electronics and communication Engineering, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu, India.

DOI : 10.53759/7669/jmc202505154

Accepted On : 08 July 2025




                           

An Effective Content-Based Image Retrieval Using Multi-Feature Fusion Algorithm with Optimized Retrieval Technique of Soft Computing Approach

Pushpalatha N, Faculty of Information Science and Technology, Multimedia University, Melaka 75450, Malaysia and Department of Electrical and Electronics Engineering, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu, India.

Sumendra Yogarayan, Faculty of Information Science and Technology, Multimedia University, Melaka 75450, Malaysia.

Selvi A, Artificial Intelligence and Data science, M.Kumarasamy College of Engineering, Karur, Tamil Nadu, India.

Gunapriya D, Department of Electrical and Electronics Engineering, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu, India.

Siti Fatimah Abdul Razak, Faculty of Information Science and Technology, Multimedia University, Melaka 75450, Malaysia.

DOI : 10.53759/7669/jmc202505153

Accepted On : 20 June 2025