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
