Given statistically equivalent accuracy, combining fine-tuned IndoBERT embeddings with SVM offers substantially lower storage requirements at no measurable cost in classification performance, making it a promising, resource-efficient approach for depression detection on Indonesian social media.
Donny Amanullah Putra Rahman, Muhamad Akrom, Muhammad Naufal· SinkrOn· 0 citations
This review systematically summarizes recent advances in ML-assisted OER research, focusing on key aspects including dataset construction, descriptor engineering, model development, and performance evaluation, and focuses on the role of physicochemical descriptors in governing model performance and interpretability.
Wise Herowati, Muhamad Akrom, T. Sutojo et al.· Journal of Multiscale Materi...· 0 citations
A structured perspective on the current state of QML is provided to identify opportunities in deploy it effectively in solve real-world problems and to identify opportunities in deploy it effectively in solve real-world problems.
Muhamad Akrom, Aprilyani Nur Safitri, N. Hidayat et al.· Journal of Multiscale Materi...· 0 citations
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