Journal of Machine and Computing


Current Issue


Integrating Deep Learning and Homomorphic Encryption for Secure Image Transmission

Suvitha B and Murugan D, Department of Computer Science and Engineering, Manonmaniam Sundaranar University, Tirunelveli, Tamil Nadu, India.

Pages : 1206-1219

DOI : 10.53759/7669/jmc202404111

Published On : October 05, 2024



                           

Optimized CNN-BiLSTM with Attention: A High Performance Model for Predicting Heart Disease Using Cleveland and Framingham Datasets

Kayalvizhi K, Department of Electronics and Communication Engineering, Sri Sairam Engineering College, Sirukalathur, Tamil Nadu, India.

Kanchana S, Department of Computer Science, Faculty of Science & Humanities, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India.

Silvia Priscila S, Department of Computer Science, Bharath Institute of Higher Education and Research, Selaiyur, Tamil Nadu, India.

Padmavathy C, Department of Computer Science of Engineering, Sri Ramakrishna Engineering College, Coimbatore, Tamil Nadu, India.

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

Veeramani Thangavel, Department of Artificial Intelligence and Data Science, Panimalar Engineering College, Chennai, Tamil Nadu, India.

Pages : 1195-1205

DOI : 10.53759/7669/jmc202404110

Published On : October 05, 2024



                           

Integrating Canonical Correlation Analysis with Random Forest for Heart Disease Prediction

Vetrithangam D and Sivaneasan Bala Krishnan, Singapore Institute of Technology, Singapore, Asia.

Siva Shankar S, Department of Computer Science of Engineering, KG Reddy College of Engineering and Technology, Hyderabad, Telangana, India.

Prasun Chakrabarti, Sir Padampat Singhania University, Udaipur, Rajasthan, India.

Pages : 1180-1194

DOI : 10.53759/7669/jmc202404109

Published On : October 05, 2024



                           

Integrating IoMT and Block chain in Smart Healthcare: Challenges and Solutions

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

Subba Reddy, Department of Computer Science and Engineering, Sai Rajeswari Institute of Technology, Proddatur, Andhra Pradesh, India.

Helaria Maria, Department of Computer Science, New Horizon College, Bangalore, Karnataka, India.

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

Balamurugan A G, Department of Computer Science and Engineering, Vel Tech Rangarajan Dr. Sakunthala R&D Institute of Science and Technology, Chennai, Tamil Nadu, India.

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

Pages : 1170-1179

DOI : 10.53759/7669/jmc202404108

Published On : October 05, 2024



                           

Exploring Feature Relationships in Brain Stroke Data Using Polynomial Feature Transformation and Linear Regression Modeling

Sitanaboina S L Parvathi, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India.

Aruna Devi B, Department of Electronics and Communication Engineering, Dr. N.G.P Institute of Technology, Coimbatore, Tamil Nadu, India.

Gururaj L Kulkarni, Department of Computer Science and Engineering, Vardhaman College of Engineering, Hyderabad, Telangana, India.

Sangeetha Murugan, Department of Computer Science and Engineering, Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh, India.

Bindu Kolappa Pillai Vijayammal, Department of Science & Humanities (General Engineering Division), R.M.K College of Engineering and Technology, Puduvoyal, Tamil Nadu, India.

Neha, Department of Computer Science and Engineering, Chandigarh University, Mohali, Punjab, India.

Pages : 1158-1169

DOI : 10.53759/7669/jmc202404107

Published On : October 05, 2024



                           

Machine Learning for Genomic Expression Classification-Based Phenotype Prediction in Topological Data Analysis

Narender M, TKR College of Engineering and Technology, Hyderabad, Telangana, India.

Karrar S. Mohsin, Department of Information Technology, College of Science, University of Warith Al-Anbiyaa, Karbala, Baghdad, Iraq.

Ragunthar T, Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, Chennai, Tamil Nadu, India.

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

Firas Tayseer Ayasrah, College of Education, Humanities and Science, Al Ain University, Al Ain, Abu Dhabi, United Arab Emirates.

Anjaneyulu Naik R, Department of Electrical and Electronics Engineering, Lakireddy Bali Reddy College of Engineering, Mylavaram, Andhra Pradesh, India.

Pages : 1152-1157

DOI : 10.53759/7669/jmc202404106

Published On : October 05, 2024



                           

Strategizing Low Carbon Urban Planning Through Environmental Impact Assessment by Artificial Intelligence Driven Carbon Footprint Forecasting

Firas Tayseer Ayasrah, College of Education, Humanities and Science, Al Ain University, Al Ain, Abu Dhabi, United Arab Emirates.

Nabeel S Alsharafa, Department of Information Technology, College of Science, University of Warith Al-Anbiyaa, Karbala, Iraq.

Sivaprakash S, School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India.

Srinivasa Rao B, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India.

Sudhakar Sengan, Department of Computer Science and Engineering, PSN College of Engineering and Technology, Tirunelveli, Tamil Nadu, India.

Kumaran N, Department of Mathematics, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, 600062, Tamil Nadu, India.

Pages : 1140-1151

DOI : 10.53759/7669/jmc202404105

Published On : October 05, 2024



                           

An Efficient Transfer Learning-Based Framework for Health Care Application

Pavithra V, Uma Shankari Srinivasan and Sutha K, Department of Computer Science and Applications, SRM Institute of Science and Technology, Ramapuram, Chennai, Tamil Nadu, India.

Saraswathi K, Department of Computer Applications, Shri Krishnaswamy College for Women, Chennai, Tamil Nadu, India.

Mrutyunjaya S Yalawar, Department of Computer Science and Engineering, CMR Engineering College (CMREC), Hyderabad, Telangana, India.

Sathiya B, Department of Computer Science and Business Systems, K.Ramakrishnan College of Engineering, Trichy, Tamil Nadu, India.

Pages : 1126-1139

DOI : 10.53759/7669/jmc202404104

Published On : October 05, 2024



                           

Analyzing the Impact of Scientific and Technological Innovations on Financial Performance: A PCA-Based Study of an AI Healthcare Startup

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

Girish Kumar Painoli, School of Commerce and Management, Aurora Deemed to be University, Hyderabad, Telangana, India.

Dipenkumar Contractor, Department of Computer Engineering, Government Engineering College Dahod, Dahod, India.

Sowjanya G N, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India.

Vani Lavanya A, Department Computer Science and Engineering, St. Joseph's Institute of Technology, Chennai, Tamil Nadu, India.

Kamal Poon, Department of College of Science and Engineering, Southern Arkansas University, Magnolia, AR, 71753, USA.

Pages : 1117-1125

DOI : 10.53759/7669/jmc202404103

Published On : October 05, 2024



                           

State of Charge Estimation of Lithium-Ion Batteries for Electric Vehicle Application Using Gaussian Process Regression Approach

Vinoth Kumar P, Department of Electrical and Electronics Engineering, Sri Krishna College of Engineering and Technology, Coimbatore, Tamil Nadu, India and INTI International University, Nilai, Negeri Sembilan, Malaysia.

Selvarani N, Department of ECE, PSNA College of Engineering and Technology, Dindigul, Tamil Nadu, India.

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

Malathy Batumalay, Faculty of Data Science and Information Technology, INTI International University, Nilai, Negeri Sembilan, Malaysia.

Pages : 1107-1116

DOI : 10.53759/7669/jmc202404102

Published On : October 05, 2024



                           

Edge Computing with Deep Learning and Internet of Things for Recognising and Predicting Students Emotions and Mental Health

Shaymaa Hussein Nowfal, Medical Physics Department, College of Science, University of Warith Al-Anbiyaa, Karbala, Iraq and Medical Physics Department, College of Applied Medical Sciences, University of Kerbala, Karbala, Iraq.

Firas Tayseer Ayasrah, College of Education, Humanities and Science, Al Ain University, Al Ain, Abu Dhabi, United Arab Emirates.

Vijaya Bhaskar Sadu, Department of Mechanical Engineering, Jawaharlal Nehru Technological University, Kakinada, Andhra Pradesh, India.

Jasmine Sowmya V, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India.

Subbalakshmi A V V S, Department of Commerce, School of Social Sciences and Languages, Vellore Institute of Technology, Vellore, Tamil Nadu, India.

Kamal Poon, College of Science and Engineering, Southern Arkansas University, Magnolia, AR, 71753, USA.

Pages : 1092-1106

DOI : 10.53759/7669/jmc202404101

Published On : October 05, 2024



                           

Precision Offloading in Edge Computing: Leveraging Predictive Model

Suganya T S and Saivijayalakshmi J, Department of Computer Science and Applications, SRM Institute of Science and Technology, Ramapuram Campus, Chennai, Tamil Nadu, India.

Karthik M, Department of Artificial Intelligence and Data Science, K.Ramakrishnan College of Engineering, Samayapuram, Trichy, Tamil Nadu, India.

Keerthana T, Department of Computer Science and Engineering, Chennai Institute of Technology, Chennai, Tamil Nadu, India.

Srikanth V, School of Science and Computer Studies, CMR University OMBR Layout, Satellite Campus, Bengaluru, Karnataka, India.

Vidhya U, Department of Computer Science and Engineering, OASYS Institute of Technology, Trichy, Tamil Nadu, India.

Pages : 1079-1091

DOI : 10.53759/7669/jmc202404100

Published On : October 05, 2024



                           

Cramer Distance: A Deep Learning Approach for Better Epileptic Seizure Prediction

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

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

Vijaya Bhaskar Sadu, Department of Mechanical Engineering, Jawaharlal Nehru Technological University, Kakinada, Andhra Pradesh, India.

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

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

Kamal Poon, Department of College of Science and Engineering, Southern Arkansas University, Magnolia, AR,71753, USA.

Pages : 1069-1078

DOI : 10.53759/7669/jmc202404099

Published On : October 05, 2024



                           

Deep Learning and Recurrent Signature Based Classification for Sensor Based HAR: Addressing Explainability and Complexity in 5G Networks

Karthikeyan R, Department of Computer Science and Engineering, Artificial Intelligence and Data Analytics, Sri Ramachandra Institute of Higher Education and Research, Chennai, Tamil Nadu, India.

Usha S, Department of Computer Applications, Faculty of Science and Humanities, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India.

Dineshbabu V, Department of Information Technology, Karpagam Institute of Technology, Seerapalayam, Tamil Nadu, India.

Jeena R, Department of Computer Science and Engineering, Saveetha school of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India.

Anitha Govindaram and Jegatheesan A, Institute of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India.

Pages : 1058-1068

DOI : 10.53759/7669/jmc202404098

Published On : October 05, 2024



                           

Enhancing the Vehicular Public Key Infrastructure to Develop Privacy-Preserving Authentication Scheme for VANET by Using PCM and MSS Scheme

Jyothi N and Sujatha Terdal, Department of Computer Science and Engineering, P.D.A College of Engineering, Gulbarga, Karnataka, India.

Pages : 1044-1057

DOI : 10.53759/7669/jmc202404097

Published On : October 05, 2024



                           

Diabetic Retinopathy Image Lesion Segmentation with Feature Fusion Relation Transformer Network

Shaymaa Hussein Nowfal, Medical Physics Department, College of Science, University of Warith Al-Anbiyaa, Karbala, Iraq and Medical Physics Department, College of Applied Medical Sciences, University of Kerbala, Karbala, Iraq.

Eswaramoorthy V, Department of Artificial Intelligence & Data Science, Bannari Amman Institute of Technology, Sathyamangalam, Tamil Nadu, India.

Vishnu Priya Arivanantham, Department of Computational Intelligence, School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India.

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

Swaroopa K, Department of Computer Science and Engineering, Aditya University, Surampaleam, Andhra Pradesh, India.

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

Pages : 1032-1043

DOI : 10.53759/7669/jmc202404096

Published On : October 05, 2024



                           

Deep Learning with Crested Porcupine Optimizer for Detection and Classification of Paddy Leaf Diseases for Sustainable Agriculture

Hussain A and Balaji Srikaanth P, Department of Networking and Communications, College of Engineering and Technology (CET), SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India.

Pages : 1018-1031

DOI : 10.53759/7669/jmc202404095

Published On : October 05, 2024



                           

Designing User Experience Improvement and User Behavior Pattern Recognition Algorithms in Design Operation

Zhao Guo and Jongbin Park, Woosong University, Daejeon Gwangyeoksi, South Korea.

Pages : 1009-1017

DOI : 10.53759/7669/jmc202404094

Published On : October 05, 2024



                           

A Novel DC-GCN with Attention Mechanism for Accurate Near-Duplicate Video Data Cleaning

Jayalakshmi D and Hemavathi R, Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Thandalam, Chennai, Tamil Nadu, India.

Murali L, Department of Electronics and Communication Engineering, P. A. College of Engineering of Technology, Pollachi, Tamil Nadu, India.

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

Banda SNV Ramana Murthy, Department of Computer Science and Engineering -AIML, Aditya University, Surampalem, Andhra Pradesh, India.

Sunita, Department of Information Science and Engineering, Dayanand Sagar Academy of Technology and Management, Udaypur, Bangalore, Karnataka, India.

Pages : 1001-1008

DOI : 10.53759/7669/jmc202404093

Published On : October 05, 2024



                           

Analysis of the Evolution of Spatio Temporal Pattern of Rural Industrial Integration and its Influencing Factors

Linling Ge, College of Graduate Studies, Walailak University, Nakhon, Thailand and Guangxi University of Finance and Economics, School of Finance and Public Administration, Nanning, Guangxi, China.

Chuleerat Kongruang, School of Accountancy and Finance, Walailak University, Nakhon, Thailand.

Pages : 992-1000

DOI : 10.53759/7669/jmc202404092

Published On : October 05, 2024



                           

Classification of an Individuals Vaccination Status Using Ensemble Hard Voting Classifier

Saranya S and Agusthiyar R, Department of Computer Science and Application, SRM Institute of Science and Technology, Ramapuram, Chennai, Tamil Nadu, India.

Pages : 980-991

DOI : 10.53759/7669/jmc202404091

Published On : October 05, 2024



                           

Public Participation Monitoring: Social Media Data Mining and Analysis of User Engagement Patterns

Jing Zhang and Lijun Tang, Faculty of Humanities and Social Sciences, Macao Polytechnic University, R. de Luís Gonzaga Gomes, Macao, China.

Pages : 971-979

DOI : 10.53759/7669/jmc202404090

Published On : October 05, 2024



                           

Developing an Adaptive Learning Recommendation Algorithm and System for MOOCs

Ying Zhang, Career Foundation Department, Changchun Polytechnic, Changchun, Jilin, China.

Pages : 962-970

DOI : 10.53759/7669/jmc202404089

Published On : October 05, 2024




                           

An Improved and Secured 3-Factor Authentication Scheme for WSN in IoT based Applications

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

Pages : 953-961

DOI : 10.53759/7669/jmc202404088

Published On : October 05, 2024



                           

Enhancing International Logistics and Supply Chain Management: Deep Learning Strategies for Enhanced Route Planning and Warehouse Optimization

Shiyu Tian and Jianghua Luo, Business School, Marketing, Edutus Egyetem, Budapest, Hungary.

Pages : 943-952

DOI : 10.53759/7669/jmc202404087

Published On : October 05, 2024



                           

Intelligent Fault Diagnosis in Industrial Machinery: Leveraging AI with LSTM Autoencoder for Enhanced Fault Detection

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

Suseela G, Department of Networking and Communications, College of Engineering and Technology, School of Computing, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu, Tamil Nadu, India.

Ranjith Kumar Painam, Department of Electronics and Communication Engineering, Kallam Haranadhareddy Institute of Technology (Autonomous), Guntur, Andhra Pradesh, India.

Thammisetty Swetha, Department of Computer Science and Engineering - Data Science, Madanapalle Institute of Science & Technology, Madanapalle, Andhra Pradesh, India.

Suryanarayana G, Department of Information Technology, Vardhaman College of Engineering, Shamshabad, Hyderabad, Telangana, India.

Reddy Madhavi K, Department of AI & ML, School of Computing, Mohan Babu University, Tirupati, Andhra Pradesh, India.

Pages : 931-942

DOI : 10.53759/7669/jmc202404086

Published On : October 05, 2024



                           

SafeRoute: An Effective Hybrid Routing Mechanism for Enhanced Security and Reliability in UAV Networks

Priyadharshini SP and Balamurugan P, Department of Networking and Communications, SRM Institute of Science and Technology, Kattankulathur, Chennai, Tamil Nadu, India.

Pages : 918-930

DOI : 10.53759/7669/jmc202404085

Published On : October 05, 2024



                           

Enhancing Small Target Detection in Aerial Imagery with Bi-PAN-FPN and EDMOA-Optimized YOLOv8-s

Sarojini Yarramsetti, Nehru Institute of Engineering and Technology, Coimbatore, Tamil Nadu, India.

Rasi D, Department of Computer Science and Engineering, Sri Krishna College of Engineering and Technology, Coimbatore, Tamil Nadu, India.

Srikanth Mylapalli P, Department of Computer science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, Andhra Pradesh, India.

Pushpa S, Department of Computer Science and Engineering, St. Peter's Institute of Higher Education and Research, Avadi, Chennai, Tamil Nadu, India.

Gopala Krishna P, Department of Information Technology, Gokaraju Rangaraju Institute of Engineering and Technology, Bachupally, Hyderabad, Telangana, India.

Gowri G, Department of Artificial Intelligence and Data Science, Karpagam Institute of Technology, Coimbatore, Tamil Nadu, India.

Pages : 908-917

DOI : 10.53759/7669/jmc202404084

Published On : October 05, 2024



                           

Performance Optimization and Link Reliability in Wireless Body Area Networks

Mohd Kaleem and Ganesh Gopal Devarajan, Department of Computer Science and Engineering, SRM Institute of Science and Technology, Delhi NCR Campus, Ghaziabad, Uttar Pradesh, India.

Pages : 895-907

DOI : 10.53759/7669/jmc202404083

Published On : October 05, 2024



                           

Enhancing Traffic Management in Cyber Physical Systems – A Gradient Based Fuzzy Controller Approach

Ramesh Sneka Nandhini and Ramanathan Lakshmanan, School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India.

Pages : 886-894

DOI : 10.53759/7669/jmc202404082

Published On : October 05, 2024



                           

ECBoA-OFS: An Ensemble Classification Model for Botnet Attacks based on Optimal Feature Selection using CPR in IoT

Chandana Swathi G and Siva Kumar A P, Department of Computer Science and Engineering, Jawaharlal Nehru Technological University Anantapur College of Engineering (Autonomous), Ananthapuramu, Andhra Pradesh, India.

Kishor Kumar G, Department of Computer Science and Engineering, Rajeev Gandhi Memorial College of Engineering and Technology, Nanadyal, Andhra Pradesh, India.

Pages : 870-885

DOI : 10.53759/7669/jmc202404081

Published On : October 05, 2024



                           

Hybridization of Machine Learning Models for Alzheimers Disease Classification

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

Latha M, Department of Information Technology, SRM Institute of Science and Technology, Ramapuram Campus, Chennai, Tamil Nadu, India.

Pages : 861-869

DOI : 10.53759/7669/jmc202404080

Published On : October 05, 2024



                           

Robust Approach of Automatic Number Plate Recognition System Using Deep CNN

Mahalakshmi S and Dheeba J, School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India.

Pages : 853-860

DOI : 10.53759/7669/jmc202404079

Published On : October 05, 2024



                           

Design of Variation Tolerant Near Threshold Processor Using Artificial Ecosystem Optimizer with Hybrid Deep Learning

Raghu Gundaala and Selvakumarasamy K, Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India.

Pages : 841-852

DOI : 10.53759/7669/jmc202404078

Published On : October 05, 2024



                           

New Trust Based Smart Data Forwarding Mechanism in Vehicular Delay Tolerant Network

Seema Jangra, Shri Mata Vaishno Devi University, Katra, Jammu and Kashmir, India and Indraprastha College for Women, University of Delhi, New Delhi, Delhi, India.

Amit Kant Pandit, Shri Mata Vaishno Devi University, Katra, Jammu and Kashmir, India.

Pages : 830-840

DOI : 10.53759/7669/jmc202404077

Published On : October 05, 2024