Journal of Machine and Computing


Research Article


Volume 04, Issue 02, April 2024


Advancements and Challenges in Underwater Soft Robotics: Materials, Control and Integration

Lekhaa T R, Department of Information Technology, SNS College of Engineering, Coimbatore, Tamil Nadu, India.

Saravanakumar K and Akshaya V S, Department of Computer Science and Engineering, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu, India.

Aravindhan K, School of Computing and Information Technology, REVA University, Bangalore, India.

Pages : 512-520

DOI : 10.53759/7669/jmc202404049

Published On : April 05, 2024



                            

DNN-Based Relative Localization Technique for Real-Time Positioning of Moving Unmanned Swarm Robots

In-Young Hyun, Seung-Mi Yun and Eui-Rim Jeong, Artificial Intelligence, Hanbat National University, Daejeon, Republic of Korea.

Pages : 504-511

DOI : 10.53759/7669/jmc202404048

Published On : April 05, 2024



                            

Regional IP Allocation Techniques Using Drones

Yang-Ha Chun, Computer Science, Yongin University, Cheoin-gu, Yongin-si, Gyeonggi-do, Korea

Moon-Ki Cho, Computer Science, Soongsil University, Sangdo-ro, Dongjak-gu, Seoul, Korea.

Pages : 497-503

DOI : 10.53759/7669/jmc202404047

Published On : April 05, 2024



                            

Verifying Certificate Revocation Status for Short Key Lengths in Vehicle Communication Systems

Eun-Gi Kim, Information and Communication Engineering, Hanbat National University, Daejeon City, Republic of Korea.

Pages : 487-496

DOI : 10.53759/7669/jmc202404046

Published On : April 05, 2024



                            

An Enhanced Hybrid Deep Learning Model to Enhance Network Intrusion Detection Capabilities for Cybersecurity

Abhijit Das and Karthik V, Department of Information Technology, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India.

Shobha N, Department of Computer Science and Design, Dayananda Sagar College of Engineering, Bengaluru, India.

Natesh M, Department of Computer Science and Engineering, Vidyavardhaka College of Engineering, Mysuru, India.

Gyanendra Tiwary, School of Computer Science and Engineering, RV University, Bengaluru, India.

Pages : 472-486

DOI : 10.53759/7669/jmc202404045

Published On : April 05, 2024



                            

AROA based Pre-trained Model of Convolutional Neural Network for Voice Pathology Detection and Classification

Manikandan J and Kayalvizhi K, Department of Electronics and Communication Engineering, Sri Sairam Engineering College, Chennai, India.

Yuvaraj Nachimuthu, Senior System Operation Engineer, Wells Fargo India solution Pvt Ltd, Bangalore, India.

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

Pages : 463-471

DOI : 10.53759/7669/jmc202404044

Published On : April 05, 2024




                            

Weight Optimization for missing data prediction of Landslide Susceptibility Mapping in Remote sensing Analysis

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

Jayakarthik R, Department of Computer Science and Intelligence, Saveetha College of Liberal Arts and Sciences, Chennai, Tamil Nadu, India.

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

Saranya M, Department of Computer Science and Engineering, School of Computing, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India.

Srikanth Mylapalli, Koneru lakshmaiah Education Foundation,vaddeswaram, Guntur, Andra Pradesh, India.

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

Pages : 450-462

DOI : 10.53759/7669/jmc202404043

Published On : April 05, 2024



                            

Micro-Doppler based Human Activity Recognition using ABOA based Dual Spatial Convolution with Gated Recurrent Unit

Joseph Michael Jerard V, School of Computer Science & Engineering, Presidency University, Bangalore, India.

Sarojini Yarramsetti, Department of Computer Science and Business Systems, Nehru Institute of Engineering and Technology, Coimbatore, Tamil Nadu, India.

Vennira Selvi G, School of Computer Science and Engineering and Information Science, Presidency University, Bangalore, India.

Natteshan N V S, School of Computing, Kalasalingam Academy of Research and Education, Tamil Nadu, India.

Pages : 441-449

DOI : 10.53759/7669/jmc202404042

Published On : April 05, 2024



                            

Autonomous Garbage Accumulation Robot using Internet of Things

Naresh E and Karthik V, Department of Information Technology, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India.

Hemavathi P, Dept. of CSE, Bangalore Institute of Technology, Bangalore, Karnataka, India.

Padmavathi S, Department of CSE- Cyber Security, DSCE, Bangalore, Karnataka, India.

Srinidhi N N, Department of Computer Science & Engineering, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India.

Pradeep kumar B P, Dept of Electronics and Communication Engineering, HKBK College of Engineering, Bangalore, Karnataka, India.

Saurav Mallik, Department of Environmental Health, Harvard T H Chan School of Public Health, Boston, MA, USA.

Pages : 431-440

DOI : 10.53759/7669/jmc202404041

Published On : April 05, 2024



                            

Hybrid HAR-CNN Model: A Hybrid Convolutional Neural Network Model for Predicting and Recognizing the Human Activity Recognition

Venugopal Rao A and Santosh Kumar Vishwakarma, School of Computer Science and Engineering, Manipal University Jaipur, India.

Shakti Kundu, School of Engineering and Technology, BML Munjal University, Kapriwas, Haryana, India

Varun Tiwari, Department of AI & ML, Manipal University, Jaipur, India.

Pages : 419-430

DOI : 10.53759/7669/jmc202404040

Published On : April 05, 2024



                            

Optimal Power Flow in Hybrid AC/DC Microgrid using ANN for Cost Minimization

Pagidela Yamuna and Visali N, Department of Electrical and Electronics Engineering, JNTUA College of Engineering, Ananthapuramu, India.

Pages : 408-418

DOI : 10.53759/7669/jmc202404039

Published On : April 05, 2024



                            

Monkeypox Detection using CSA Based K-Means Clustering with Swin Transformer Model

Prabhu M, Sathishkumar A, Shanker M C and Selvakumarasamy K, Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, India.

Sasi G, Department of Biomedical engineering, Veltech Multitech Dr.Rangarajan Dr.Sakunthala Engineering College, Chennai, Tamil Nadu, India.

Lau Chee Yong, School of Engineering, Asia Pacific University of Technology and Innovation, Kuala Lumpur, Malaysia.

Pages : 400-407

DOI : 10.53759/7669/jmc202404038

Published On : April 05, 2024



                            

3D Face Reconstruction with Feature Enhancement using Bi-FPN for Forensic Analysis

Sincy John and Ajit Danti, Department of Computer Science and Engineering, Christ University, Bangalore, India.

Pages : 392-399

DOI : 10.53759/7669/jmc202404037

Published On : April 05, 2024



                            

Optimizing Building Energy Management with Deep Reinforcement Learning for Smart and Sustainable Infrastructure

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

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

Raguru Jaya Krishna, Department of Computer Science and Engineering, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, Karnataka, India.

Vijaya Krishna Sonthi, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India.

Padmaja S M, Department of Electrical and Electronics Engineering, Shri Vishnu Engineering College for Women Bhimavaram, Andhra Pradesh, India.

Mariaraja P, Department of Electrical and Electronics Engineering, P. A. College of Engineering and Technology, Pollachi, Tamil Nadu, India.

Pages : 381-391

DOI : 10.53759/7669/jmc202404036

Published On : April 05, 2024



                            

Security Intelligence Enhanced by Blockchain Data Transitions and Effective Handover Authentication

Vincent Arokiam Arul Raja V, Department of Computer Science, Government Arts College, Salem, Tamil Nadu, India.

Senthamarai C, Department of Computer Application, Government Arts College, Salem, Tamil Nadu, India.

Pages : 371-380

DOI : 10.53759/7669/jmc202404035

Published On : April 05, 2024



                            

Enhancing Urban Traffic Management Through Hybrid Convolutional and Graph Neural Network Integration

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

Jhansilakshmi Mettu, Chinnam Madhuri and Gude Usharani, Department Information Technology, CMR Engineering College, Hyderabad, Telangana, India.

Silpa N, Department of Computer Science and Engineering, Shri Vishnu Engineering College for Women, Bhimavaram, Andhra Pradesh, India.

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

Pages : 360-370

DOI : 10.53759/7669/jmc202404034

Published On : April 05, 2024



                            

IoT Innovations as a Strategy for Minimizing Construction Expenses

Deepak Tulsiram Patil and Amiya Bhaumik, Department of Business and Accountancy, Lincoln University College, Kota Bharu, Kelantan, Malaysia.

Pages : 349-359

DOI : 10.53759/7669/jmc202404033

Published On : April 05, 2024



                            

Hybrid Optimization Model Integrating Gradient Descent and Stochastic Descent for Enhanced Osteoporosis and Osteopenia Recognition

Ramesh T and Santhi V, School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India.

Pages : 340-348

DOI : 10.53759/7669/jmc202404032

Published On : April 05, 2024



                            

Convolutional Deep Belief Network Based Expert System for Automated Fault Diagnosis in Hydro Electrical Power Systems

Husam Alowaidi, Department of Information Technology, College of Science, University of Warith Al-Anbiyaa, Karbala, Iraq.

Prashant G C, Department of Computer Science, Texas Tech University, Lubbock, USA.

Gopalakrishnan T, Department of Information Technology, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, Karnataka, India.

Sundar Raja M, Faculty of Electrical and Computer Engineering, Arbaminch Institute of Technology, Arbaminch University, Ethiopia.

Padmaja S M, Department of Electrical and Electronics Engineering, Shri Vishnu Engineering College for Women, Bhimavaram, Andhra Pradesh, India.

Anjali Devi S, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, Andhra Pradesh, India.

Pages : 327-339

DOI : 10.53759/7669/jmc202404031

Published On : April 05, 2024



                            

Sustainable Food Development Based on Ensemble Machine Learning Assisted Crop and Fertilizer Recommendation System

Komala Devi K, Cambridge Institute of Technology, Visvesveraya Technological University, Belagavi, India and Department of ISE, CMR Institute of Technology, Bengaluru, India.

Josephine Prem Kumar, Cambridge Institute of Technology, Visvesvaraya Technological University, Belagavi, India and Department of CSE, Cambridge Institute of Technology, Bengaluru, India.

Pages : 317-326

DOI : 10.53759/7669/jmc202404030

Published On : April 05, 2024


                            

Video Face Tracking for IoT Big Data using Improved Swin Transformer based CSA Model

Anbumani K, Department of Electronics and Instrumentation Engineering, Sri Sairam Engineering College, Chennai, India.

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

Achuta Rao S V, Data Science Research Laboratories, Sree Dattha Institute of Engineering & Science, Sheriguda, Telangana, India.

Praveen Kumar K, Department of Information Technology, Kakatiya Institute of Technology and Science, Warangal, India.

Meganathan Ramasamy, Department of Computing, De Montfort University Kazakhstan, Al-Farabi Ave, Republic of Kazakhstan.

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

Pages : 308-316

DOI : 10.53759/7669/jmc202404029

Published On : April 05, 2024


                            

Hybrid Crow Search and Particle Swarm Algorithmic optimization based CH Selection method to extend Wireless Sensor Network operation

Vinoth Kumar P and Venkatesh K, Department of Networking and Communications, School of Computing, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India.

Pages : 290-307

DOI : 10.53759/7669/jmc202404028

Published On : April 05, 2024


                            

Enhancing Predictive Maintenance in Water Treatment Plants through Sparse Autoencoder Based Anomaly Detection

Hussein Z. Almngoshi, Department of Computer Science, College of Computer Science and Information Technology, University of Kerbala, Karbala, Iraq.

Balaji V, Department of Computer Science and Engineering, GITAM University, Bengaluru, Karnataka, India.

Ramesh R, Department of Science and Humanities (Mathematics), Sri Krishna College of Engineering and Technology, Coimbatore, Tamil Nadu, India.

Arokia Jesu Prabhu L, Department of Computer Science and Engineering Artificial Intelligence & Machine Learning, CMR Institute of Technology, Hyderabad, Telangana, India.

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

Eswaramoorthy V, Department of Information Technology, Bannari Amman Institute of Technology, Sathyamangalam, Tamil Nadu, India.

Pages : 279-289

DOI : 10.53759/7669/jmc202404027

Published On : April 05, 2024



                            

IoT Based ICU Healthcare: Optimizing Patient Monitoring and Treatment with Advanced Algorithms

Thiyagu T, Department of Computer Science and Engineering, SRMIST, Kattankulathur, Tamil Nadu, India.

Krishnaveni S, Department of Computational Intelligence, SRMIST, Kattankulathur, Tamil Nadu, India.

Pages : 269-278

DOI : 10.53759/7669/jmc202404026

Published On : April 05, 2024