An Explainable Optimization Framework for Demand-Driven Inventory Decisions Using SHAP and Mixed Integer Programming | Jansen Sinlae | International Journal of Engineering, Science and Information Technology

About The Authors

Alfry Aristo Jansen Sinlae
Universitas Katolik Widya Mandira
Indonesia

Department of Computer Sciences

Fajriana Fajriana
Universitas Malikussaleh
Indonesia

Department of Mathematics Education

Yenny Suzana
IAIN Lanngsa
Indonesia

Department of Mathematics Education, Faculty of Teacher Training and Education

Kiki Puspo Arianty
Universitas Asa Indonesia
Indonesia

Department of Information System

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Keywords 3D, Animation, Balinese Culture, Galungan Abstractive Summarization, Attention Mechanism, Cohesion-Aware Decoding, Humor Detection, LSTM Aceh, Biomedical, Iron Sand, Magnetic, Materials Activity, City, Transportation, Analytical Hierarchy Process Balinese Architecture, Creative Economy, Building Material Innovation, Sustainability, Composite Materials Box Girder, Girder, Arch Bridge, Diagonal Arch Bridge Cellulose Nanocrystal, Epoxy, Nanocomposite, Mechanical Properties, Tensile Strength Digital Handouts, Audiovisual, Flipbook Applications, Realistic Mathematics Education Documentary, Video, Bali, Visual, Communication Internet of Medical Things, Body Sensor Network, Remote Monitoring System, Neurological Disorder, Health Issues Knowledge Management System, Aglaonema, Farmers, Structured Method, UML Library Self-Service, Self-Bowrowing System, NodeMCU ESP8266, Library Management System Medicinal Plant Conservation, Indonesian Forests, Local Communities, Information Technology, Traditional Knowledge, Deforestation Microservices, E-learning, Technopreneur ship, User Experience, UEQ, Modular Architecture, Benchmarking Natural Language Processing, Retrieval Augmented Generation, RAGAS, Fine-tuning, Chatbot Occupational Health, Physical Recovery, Stress, Therapy, Well-being Runtime Entity, Manga Matrix, 2D Horror Game, Sprite Animation, Javanese Folklore, Kuntilanak Schema Evolution, Operator Robustness, Self-Adaptive Pipelines, Data Quality Optimization, Provenance-Guided Repair Snort, ELK Stack, Nmap, NSE, Ping Flood Web-Based Language Learning, Interactive Class, Collaborative Online International Learning, COIL YOLOv5, BISINDO, Sign Language Recognition, Object Detection, Real-Time Detection

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Copyright (c) 2026 Alfry Aristo Jansen Sinlae, Fajriana, Yenny Suzana, Kiki Puspo Arianty

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).