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Author

T. Sardjono

3 papers indexed here

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Open access 2026

Heartbeat Signal Imputation in Doppler Radar Using Bidirectional Long Short-Term Memory for Random Body Movement Mitigation

Continuous heart rate (HR) monitoring is vital for early diagnosis and the prevention of patient deterioration. Although clinical gold-standard methods, such as electrocardiography (ECG), offer high accuracy, their contact-dependent nature causes discomfort and restricts mobility during prolonged observation. Non-conta...

Nadiya Azka, Rachmad Setiawan, T. Sardjono et al. · 0 citations
Jul 2026

Support Vector Machine Hyperparameter Optimization for Speech Command Classification Using Mfcc Features

This study proposes speech command classification using MFCC features and SVM with GridSearchCV hyperparameter optimization. Evaluating RBF/linear kernels, C (0.1-100), and gamma (0.001-scale) on Google Speech Commands Dataset (8 classes), the optimal configuration (RBF, $\mathbf{C}=\mathbf{1 0}$, gamma=0.01) as the be...

Santoso, T. Sardjono, D. Purwanto · 0 citations
#edge computing Open access Aug 2026

A Computer Vision Approach for Non-contact Psychophysiological Assessment: Speaking-Aware Video-Based Stress Detection Using Extended TSST Protocol

A novel video-based stress detection system with speaking awareness that dynamically processes facial features according to online detection of speech activities to demonstrate the system's applicability to real-world applications in stress tracking across healthcare, educational, and workplace well-being contexts.

Ahmad Rafiqan, Rachmad Setiawan, T. Sardjono · 0 citations

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