A Hybrid GDHS and GBDT Approach for Handling Multi-Class Imbalanced Data Classification | Hartono | International Journal of Engineering, Science and Information Technology

About The Authors

Hartono Hartono
Universitas Medan Area
Indonesia

Department of Informatics, Faculty of Engineering

Muhammad Khahfi Zuhanda
Universitas Medan Area
Indonesia

Department of Informatics, Faculty of Engineering

Rahmad Syah
Universitas Medan Area
Indonesia

Department of Informatics, Faculty of Engineering

Sayuti Rahman
Universitas Medan Area
Indonesia

Department of Informatics, Faculty of Engineering

Erianto Ongko
Institut Modern Arsitektur dan Teknologi
Indonesia

Department of Computer Science, Faculty of Engineering

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Keywords 6G Communication, Network Optimisation, Machine Learning, Deep Learning, Edge Intelligence 6G Networks, Massive IoT, Energy-Efficient Protocols, Non-Orthogonal Multiple Access, Energy Harvesting Activity, City, Transportation, Analytical Hierarchy Process Biomaterial Supercapacitors, Artificial Intelligence, 3D Printing, Energy Storage, Sustainability Cloud Storage, STEM, Education, Project-Based Learning Ethical AI, Energy Management Systems, Reinforcement Learning, Federated Learning, Smart Grid Hospital, Waste, Management, Engineering, Patients Internet of Medical Things, Body Sensor Network, Remote Monitoring System, Neurological Disorder, Health Issues Multi-Hop Transmission, Oracle APEX, IoT Feedback Loops, Signal Propagation Simulation Multimodal Biometric Authentication, Energy-Aware Systems, Adaptive Fusion, Mobile Security, Android, Face Recognition Nanophotonic Crystals, AI-Driven Self-Assembly, Optical Computing, Refractive Index Tuning, Photonic Neural Networks Occupational Health, Physical Recovery, Stress, Therapy, Well-being PCOS, PPD, LR, Naïve Bayes, SVM Propagation Faults, Streaming Resilience, Low-Bandwidth Infrastructure, Simulation-Based Analysis, Educational Technology. Quantum AI, Nano Magnetic Sensors, Biomedical Imaging, Noise Suppression, Quantum Classical Computing Quantum Dot Transistors, Reinforcement Learning, Neuromorphic AI, Ultra-Low Power Computing, Hybrid Quantum-Classical AI. Quantum Machine Learning, Significant Potential, Quantum Layers Social Media, Digital Marketing, Consumer Behavior, Bibliometric Analysis, Marketing Strategy Soft Intronis, Biocompatible Energy Storage, Artificial Intelligence, Biofuel Cells, Piezoelectric Nanogenerators Swarm Intelligence, Smart Cities, Renewable Energy, Resource Allocation, Edge Computing Weeds, Arabica Coffee Plantation, Organic, Conventional

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Copyright (c) 2025 Hartono Hartono, Muhammad Khahfi Zuhanda, Rahmad Syah, Sayuti Rahman, Erianto Ongko

International Journal of Engineering, Science, and Information Technology (IJESTY) eISSN 2775-2674

Published by Malikussaleh University, Indonesia

Editor E-mail: journalijesty@gmail.com

The works in the IJESTY Journal are licensed under a Creative Commons Attribution 4.0 International Public License (CC BY 4.0).