Author

I. Sunarya

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Open access Aug 2026

Implementation of Position Weighted Retrieval BM25 (PoWeR-BM25) for Thesis Recommendation Systems

The increasing volume of academic documents in University of Udayana Digital Library (e-Perpus UNUD) has increased the difficulty for students to efficiently identify relevant prior research aligned with their research topics. Conventional keyword-based search mechanisms often fail to capture contextual relevance, resu...

Putu Agung Ananta Wijaya, I. Sunarya, I. Gunadi · Jurnal Teknik Informatika (J... · 0 citations

Open access Jul 2026

Comparison of SMOTE, Class Weighting, and Classical Machine Learning Models on the ID-SMSA Indonesian Stock Market Dataset

Sentiment classification of social-media text related to the Indonesian stock market is a growing research area. The ID-SMSA dataset is the publicly available labelled corpus for this domain, yet class-imbalance handling strategies on this dataset have not been systematically compared across multiple classifiers. This...

I. K. Adyanata, I. Gunadi, I. Sunarya · Journal of System and Comput... · 0 citations

Open access Jul 2026

Benchmarking CNN and YOLO Models for Automated Classification of Fish Freshness

Fish freshness assessment is essential for ensuring food quality and consumer safety; however, conventional visual inspection remains subjective and inconsistent. Although deep learning has shown promising performance in image classification, standardized benchmarking of Convolutional Neural Networks (CNN) and YOLOv8 C...

I. Gede Andika Diana Putra, I. Gunadi, I. Sunarya · EDUMATIC: Jurnal Pendidikan... · 0 citations