An Approach to ECG-based Gender Recognition Using Random Forest Algorithm

NH Arif, MR Faisal, A Farmadi, D Nugrahadi… - Journal of Electronics …, 2024 - jeeemi.org
Abstract Human-Computer Interaction (HCI) has witnessed rapid advancements in signal
processing research within the health domain, particularly in signal analyses like …

A Multi Representation Deep Learning Approach for Epileptic Seizure Detection

AT Hermawan, IAE Zaeni, AP Wibawa… - Journal of Robotics …, 2024 - journal.umy.ac.id
Epileptic seizures, unpredictable in nature and potentially dangerous during activities like
driving, pose significant risks to individual and public safety. Traditional diagnostic methods …

Evaluation of Stochastic Gradient Descent Optimizer on U-Net Architecture for Brain Tumor Segmentation

P Purwono, IS Mangkunegara - International Journal of Robotics …, 2023 - pubs2.ascee.org
A brain tumor is a type of disease that is quite dangerous in the world. This disease is one of
the main causes of human death and has a high risk of recurrence. There are several types …

Diabetes Classification Problem with CatBoost Method and Optuna Gradient Boosting Optimization

SD Kurniawan, P Purwono, A Ma'Arif… - 2023 6th International …, 2023 - ieeexplore.ieee.org
Diabetes mellitus is a dangerous global epidemic that can cause kidney failure, heart attack,
blindness, and death. The main cause of this disease is too high blood sugar levels due to …

CNN-BiLSTM for Power Consumption Prediction using Raspberry Pi 4

AM Luthfi, A Maarif, GNP Pratama - 2023 10th International …, 2023 - ieeexplore.ieee.org
Power consumption prediction has an important role in efficient energy management,
enabling better utilization of resources and cost savings. Conventional methods have often …

Classification Performance Comparison of BERT and IndoBERT on SelfReport of COVID-19 Status on Social Media

I Budiman, MR Faisal, A Faridhah, A Farmadi… - Journal of Computer …, 2024 - ph.pollub.pl
Messages shared on social media platforms like X are automatically categorized into two
groups: those who self-report COVID-19 status and those who do not. However, it is …