Author

G. F. Shidik

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Performance Evaluation of Text Embedding Models for Ambiguity Classification in Indonesian News Corpus: A Comparative Study of TF-IDF, Word2Vec, FastText BERT, and GPT

Comparisons of the performance of five text embedding models TF-IDF, Word2Vec, FastText, BERT, and GPT combined with five binary classification algorithms highlight the critical role of selecting appropriate embedding and classification models to enhance accuracy in semantically ambiguous sentence classification for th...

Sutriawan, S. Rustad, G. F. Shidik et al. · 8 citations

Open access Aug 2026

Channel-spatial dual-attention for plant disease detection: CBAM-ECA integrated CNN models with visual explainability

A redundancy-aware dual-attention architecture, termed ATSA-DenseNet, is proposed, which integrates the spatial branch of the Convolutional Block Attention Module (CBAM-Spatial) with Efficient Channel Attention within a DenseNet121 backbone.

A. Anton, S. Rustad, G. F. Shidik et al. · International Journal of Adv... · 0 citations

Review Open access Jul 2026

Navigating Employee Well-Being in the Age of Digital Transformation: A PRISMA-Based Systematic Review

This review highlights the need for more temporally sensitive, context-specific, and resource-oriented research, and proposes an integrative framework to guide future research and support the design of healthier and sustainable digital workplaces.

Sharmila Rani Moganadas, Gerald Guan Gan Goh, Chew Sze Cheah et al. · Societies · 0 citations