Browse Items (33 total)
- Collection: Vol 9 No 5 (2025)
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Interdisciplinary Analysis of Machine Learning Applications: Focus on Intent Classification
Given the rapid growth of machine learning publications on platforms such as arXiv, there is a need for systematic approachesto understand their objectives and contributions. This study aimed to analyze scientific intentions across …
Addressing Class Imbalance in Oil Palm Disease and Micronutrient Deficiency Detection Using Meta-Learned Transfer Metric Learning
Class imbalance is a major challenge in oil palm disease and nutrient deficiency detection, where healthy samples dominate while diseased or deficient cases are underrepresented, often leading to biased models with high false-negative …
ResNet50-Driven Quality Inspection for Recorder Musical Instrument
The manufacturer of a recorder musical instrument requires high-quality product. The aim is to produce precise tones and an aesthetic look at customer satisfaction. A major challenge encountered by manufacturers is traditional visual …