Journal of Machine and Computing


Research Article


Volume 04, Issue 01, January 2024


Machine Learning Based Precision Agriculture using Ensemble Classification with TPE Model

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

Mandadi Vasavi, Department of Computer Science and Engineering, R V R and J C College of Engineering, Andhra Pradesh, India.

Chunduri Kiran Kumar, Department of Computer Science and Application, Koneru Lakshmaiah Education Foundation Deemed to be University Vaddeswaram, Andhra Pradesh, India.

Balamanigandan R and Rajesh Kumar T, Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences (SIMATS), Chennai, India.

John Babu Guttikonda, Department of Computer Science and Engineering, Vijaya Engineering College, Tanikella, Telangana, India.

Pages : 261-268

DOI : 10.53759/7669/jmc202404025

Published On : January 05, 2024



                            

Artificial Intelligence Powered Congestion Free Transportation System Through Extensive Simulations

Cuddapah Anitha, Department of Computer Science and Engineering, School of Computing, Mohan Babu University, Tirupati-517102, Andhra Pradesh, India.

Shweta Sharma, Department of Information Technology, School of Information Technology, Manipal University Jaipur, India.

Vinay Kumar Nassa, Department of Information Communication Technology, Tecnia Institute of Advanced Studies, Delhi, India.

Sachin Kumar Agrawal, Department of Applied Sciences and Humanities, Moradabad Institute of Technology, Uttar Pradesh, India.

Mahaveerakannan R and Rajasekaran A, Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences (SIMATS), Chennai, India.

Pages : 250-260

DOI : 10.53759/7669/jmc202404024

Published On : January 05, 2024



                            

Multilayer Seasonal Autoregressive Integrated Moving Average Models for Complex Network Traffic Analysis

Prathipa Ravanappan, Department of Electronics and Communication Engineering, Panimalar Engineering College, Chennai, India.

Maragatharajan M, School of Computing Science and Engineering (SCSE), VIT Bhopal University, Madhya Pradesh, India.

Rashika Tiwari, Geetanjali Olympiad School, Vartur Hobli, Bengaluru, India.

Srihari T, Department of Electrical and Electronic Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai, Tamil Nadu, India.

Lavanya K, Department of Electronics and Communication Engineering, Velammal Engineering College, Chennai, India.

Pages : 238-249

DOI : 10.53759/7669/jmc202404023

Published On : January 05, 2024



                            

Designing a Smart Agri-Crop Framework on Cotton Production using ABO Optimized Vision Transformer Model

Bhavani R, Balamanigandan R and Saraswathi S, Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences (SIMATS), Chennai, India.

Sona K, Department of Computer Science and Engineering, Sri Ramakrishna Engineering College, Coimbatore, India.

Rajakumar B, Department of AI & DS, JNN Institute of Engineering, Chennai Periyapalayam Highway, Chennai, Tamil Nadu, India.

Arunkumar P M, Department of Computer Science and Engineering, Karpagam College of Engineering, Coimbatore, Tamil Nadu, India.

Pages : 230-237

DOI : 10.53759/7669/jmc202404022

Published On : January 05, 2024



                            

Development of Image Processing and AI Model for Drone Based Environmental Monitoring System

Cuddapah Anitha, Department of Computer Science and Engineering, School of Computing, Mohan Babu University, Tirupati 517102, Andhra Pradesh, India.

Shivali Devi, Department of Computer Science and Engineering, Chandigarh University, Kerala, India.

Vinay Kumar Nassa, Department of Information Communication Technology, Tecnia Institute of Advanced Studies, New Delhi, India.

Mahaveerakannan R, Department of Computer Science and Engineering, Saveetha College of Engineering, Saveetha Institute of Medical and Technical Sciences (SIMATS), Chennai, India.

Kingshuk Das Baksi, Department of Computer Science and Engineering, Ramgovind Institute of Technology, Koderma, Jharkhand, 825410, India.

Suganthi D, Department of Computer Science, Saveetha College of Liberal Arts and Sciences, Saveetha Institute of Medical and Technical Sciences (SIMATS), Chennai -602105, India.

Pages : 221-229

DOI : 10.53759/7669/jmc202404021

Published On : January 05, 2024



                            

A Review of Pattern Recognition and Machine Learning

Teshome Debushe Adugna, Arulmurugan Ramu, Department of Information Technology, College of Engineering, Mattu University, Ethiopia.

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

Pages : 210-220

DOI : 10.53759/7669/jmc202404020

Published On : January 05, 2024



                            

Analyzing the Effectiveness of Ensemble Based Analysis in Wireless Sensor Networks

Seng Phil Hong, AI Advanced School, aSSIST University, Seoul, Korea, 03767.

Pages : 200-209

DOI : 10.53759/7669/jmc202404019

Published On : January 05, 2024




                            

Ambient Air Pollution Monitoring and Health Studies Using Low-Cost Internet of Things Monitor within KNUST Community

Benjamin Afotey and Christina Lovely Quao, Department of Chemical Engineering, Kwame Nkrumah University of Science and Technology, KNUST Kumasi, Ghana.

Pages : 189-199

DOI : 10.53759/7669/jmc202404018

Published On : January 05, 2024



                            

Research On the Innovation of Host Ability Integrating Natural Language Processing Technology

He Sun and Xi You, International College, Krirk University, Bangkok, 10220, Thailand.

Pages : 181-188

DOI : 10.53759/7669/jmc202404017

Published On : January 05, 2024




                            

Applying Machine Learning models to Diagnosing Migraines with EEG Diverse Algorithms

Hye Kyeong Ko, Department of Computer Science and Engineering, Sungkyul University, Gyeonggi-do, Republic of Korea.

Pages : 170-180

DOI : 10.53759/7669/jmc202404016

Published On : January 05, 2024



                            

Network Security Governance Policy and Risk Management: Research on Challenges and Coping Strategies

Jiehua Zhong, Xi Wang and Tao Zhang, Faculty of Humanities and Social Sciences, Macao Polytechnic University, Macao, 999078, China.

Pages : 153-169

DOI : 10.53759/7669/jmc202404015

Published On : January 05, 2024



                            

Trust Aware Nero Fuzzy Based Agglomerative Hierarchical Clustering with Secure Whale Optimization Routing for Enhancing Energy Efficiency in WSN

Sasikumar M S S and Narayanan A E, Department of Computer Science and Engineering, Periyar Maniammai Institute of Science & Technology, Vallam, Thanjavur, India.

Pages : 138-152

DOI : 10.53759/7669/jmc202404014

Published On : January 05, 2024



                            

A Comparative Analysis of IoT based Network Anomaly Detection and Prediction Using Vector Autoregressive Models

Ok-Hue Cho, SangMyung University, 20, Hongjimun 2-Gil, Jongno-gu, Seoul, South Korea.

Jongseong Choi, Department of Mechanical Engineering, The State University of New York (SUNY Korea), Incheon Free Economic Zone Authority, South Korea.

Pages : 127-137

DOI : 10.53759/7669/jmc202404013

Published On : January 05, 2024



                            

Unravelling Emotional Tones: A Hybrid Optimized Model for Sentiment Analysis in Tamil Regional Languages

Sangeetha M, Computer Science and Engineering, SRM Institute of Science and Technology, Kattankulathur, TamilNadu, India.

Nimala K, Networking and Communication, SRM Institute of Science and Technology, Kattankulathur, TamilNadu, India.

Pages : 114-126

DOI : 10.53759/7669/jmc202404012

Published On : January 05, 2024



                            

DDOS Attack Packet Detection and Prevention On a Large-Scale Network Utilising the Bi-Directional Long Short Term Memory Network

Jeevan Pradeep K and Prashanthkumar Shukla, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation,Vaddeswaram, India.

Pages : 105-113

DOI : 10.53759/7669/jmc202404011

Published On : January 05, 2024



                            

A Performance Comparison of Neural Networks and Fuzzy Systems for Time Series Forecasting

Jeong Hee Woong, Department of Architectural Design, Dong-Seo University, South Korea.

Pages : 094-104

DOI : 10.53759/7669/jmc202404010

Published On : January 05, 2024




                            

Leveraging the Application of IoT based Deep Learning Prediction Model in Smart Healthcare

Tai hoon Kim, School of Electrical and Computer Engineering, Yeosu Campus, Chonnam National University, Yeosu-si, Republic of Korea.

Pages : 083-093

DOI : 10.53759/7669/jmc202404009

Published On : January 05, 2024



                            

Exploring Long Short Term Memory Algorithms for Low Energy Data Aggregation

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

Pages : 071-082

DOI : 10.53759/7669/jmc202404008

Published On : January 05, 2024




                            

Enhanced Analysis of Hierarchical Clustering Techniques for Recommendation Systems using Integrated Deep Learning

Young Jun Park, Department of Game, Dong-Seo University, Sasang-gu, Busan, South Korea.

Pages : 059-070

DOI : 10.53759/7669/jmc202404007

Published On : January 05, 2024



                            

6G Traffic Prediction with a Novel Parallel Convolutional Neural Networks Architecture and Matrix Format Method Integration

Romel P Melgarejo Bolivar, Postgraduate unit of Informatic, Faculty of Statistical and Computer Engineering, Universidad Nacional del Altiplano de Puno, P.O. Box 291, Puno - Perú.

Senthil Kumar N K, Department of Computer Science & Engineering, School of Computing, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, (Deemed to be University), Chennai-600 062, Tamil Nadu, India.

Vishnu Priya A, Department of Computational Intelligence, School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, 632014, Tamil Nadu, India.

Amarendra K, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram 522502, Andhra Pradesh, India.

Rajendiran M, Department of Computer Science and Engineering, Panimalar Engineering College, Chennai, 600123, Tamil Nadu, India.

Edith Giovanna Cano Mamani, Universidad Nacional de San Augustin de Arequipa.

Pages : 049-058

DOI : 10.53759/7669/jmc202404006

Published On : January 05, 2024



                            

Enhancing Renewable Energy Storage Conversion Efficiency using ERFE with FFNN

Elqui Yeye Pari-Condori, Universidad Nacional del Altiplano de Puno, P.O. Box 291, Puno - Perú.

Ganga Rama Koteswara Rao, Department of Computer Science & Information Technology, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India.

Rasheed Abdulkader, Department of Electrical Engineering, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia.

Kiran Kumar V, Department of Computer Science, Dravidian University, Andhra Pradesh, 517426, India.

Josephine Pon Gloria Jeyaraj, Department of ECE, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Avadi, Chennai, 600062, Tamil Nadu, India.

Estela Quispe-Ramos, Faculty of Economic and Accounting Administrative Sciences, Universidad Andina del Cusco - 080104 Cusco Perú.

Pages : 040-048

DOI : 10.53759/7669/jmc202404005

Published On : January 05, 2024



                            

Harnessing K-means Clustering to Decode Communication Patterns in Modern Electronic Devices

Leonid Alemán Gonzales, Universidad Nacional del Altiplano de Puno, P.O. Box 291, Puno – Peru.

Kalaivani S, Department of ECE, B.S.A Crescent Institute of Science and Technology, Chennai, 600048. Tamil Nadu, India.

Saranya S S, Department Computing Technology, School of Computing, SRM Institute of Science and Technology, Kattankulathur Campus, Chennai, 603203, Tamil Nadu, India.

Anto Bennet M, Department of ECE, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, 600062, Tamil Nadu, India.

Srinivasarao B, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, 522502, Andhra Pradesh, India.

Alhi Jordan Herrera Osorio, Faculty of Economic and Accounting Administrative Sciences, Universidad Andina del Cusco - 080104 Cusco Perú.

Pages : 031-039

DOI : 10.53759/7669/jmc202404004

Published On : January 05, 2024


                            

Intrusion Detection in Internet of Things Systems: A Feature Extraction with Naive Bayes Classifier Approach

Juan Carlos Juarez Vargas, Faculty of Statistical and Computer Engineering, Universidad Nacional del Altiplano de Puno, P.O. Box 291, Puno – Peru.

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

Sivaprakash S, School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, 632014, Tamil Nadu, India.

Amarendra M, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, 522502, Andhra Pradesh, India.

Rajendiran M, Department of Computer Science and Engineering, Panimalar Engineering College, Chennai, 600123, Tamil Nadu, India.

Sheylla L. Cotrado-Lupo, Faculty of Economic and Accounting Administrative Sciences, Universidad Andina del Cusco - 080104 Cusco Perú.

Pages : 021-030

DOI : 10.53759/7669/jmc202404003

Published On : January 05, 2024


                            

Using Optimized Long Short-Term Memory For Time-Series Forecasting of Electric Vehicles Battery Charging

Alfredo Tumi Figueroa, Faculty of Human Medicine, Universidad Nacional del Altiplano de Puno, P.O. Box 291, Puno - Peru.

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

Senthil Raja M, Department of Computing Technologies, School of Computing, SRM Institute of Science and Technology, Kattankolathur. Chennai, 603203, Tamil Nadu, India.

Shamia D, Department of Electronic and Communication Engineering, V.S.B. College of Engineering Technical Campus, Coimbatore, 642109, Tamil Nadu, India.

Samrat Ray, Dean and Head of International Relations, IIMS, Pune, Maharashtra 411033, India

Jorge Ramos Surco, Universidad Nacional del Altiplano de Puno, P.O. Box 291, Puno - Perú.

Pages : 011-020

DOI : 10.53759/7669/jmc202404002

Published On : January 05, 2024

                            

Adaptive Approach to Anomaly Detection in Internet of Things Using Autoencoders and Dynamic Thresholds

Nayer Tumi Figueroa E, Universidad Nacional del Altiplano de Puno, P.O. Box 291, Puno – Peru.

Vishnu Priya A, Department of Computational Intelligence, School of Computer Science and Engineering, Vellore Institute of Technology, Vellore 632014, Tamil Nadu, India.

Selvanayaki Kolandapalayam Shanmugam, Department of Computer Science, Ashland University, Ashland, OH, USA.

Kiran Kumar V, Department of Computer Science, Dravidian University, Andhra Pradesh 517426, India.

Sudhakar Sengan, Department of Computer Science and Engineering, PSN College of Engineering and Technology, Tirunelveli, 627451, Tamil Nadu, India.

Alexandra Melgarejo Bolivar C, Universidad Nacional del Altiplano de Puno, P.O. Box 291, Puno – Peru.

Pages : 001-010

DOI : 10.53759/7669/jmc202404001

Published On : January 05, 2024