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Author

A. Adiwijaya

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Conference Jul 2026

An Empirical Evaluation of Lightweight YOLO Architectures for Plant Pest Detection

Automated pest detection plays a critical role in supporting agricultural productivity by enabling accurate and efficient recognition of pest species in field conditions. This study presents a comparative evaluation and ablation analysis of four lightweight object detection models, namely YOLOv5n, YOLOv8n, YOLOv11n, an...

Joshua Pinem, Widi Astuti, A. Adiwijaya · 0 citations
Conference Jul 2026

Optimizing InceptionV3 through Network Pruning for Lung Disease Detection in Chest X-Ray Images

Lung disease remains a major global health concern, and accurate diagnosis using chest X-ray images plays a crucial role in supporting effective clinical decision-making. The contribution of this work lies in empirically demonstrating how internal redundancy removal through standard magnitude-based pruning can improve...

Joshua Pinem, Widi Astuti, A. Adiwijaya · 0 citations
Open access Jul 2026

Schema-Guided Prompt Strategies for Text-to-SQL over Relational Databases Using Local LLMs

It is suggested that structured prompt engineering provides a practical alternative to model fine-tuning for locally deployed LLMs, offering an effective balance between SQL generation accuracy, computational efficiency, and data privacy.

Nurjayanti Nurjayanti, A. Adiwijaya, A. Romadhony et al. · 0 citations

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