Camera-Based Smart Lighting System that complies with Indonesia's Personal Data Protection Act

S Prabowo, AG Putrada, ID Oktaviani… - … on Advancement in …, 2023 - ieeexplore.ieee.org
Cameras and image processing can detect when a user is present and perform smart
lighting control according to the image processing results to obtain electricity savings …

PCA-SVM for a Lightweight ASL Hand Gesture Image Recognition

AG Putrada, N Alamsyah, MN Fauzan… - 2023 International …, 2023 - ieeexplore.ieee.org
Other studies have previously researched creating a new dataset called Gesture Modified
National Institute of Standards and Technology (MNIST Gesture), similar to the MNIST …

GRU for Overcoming Seasonality and Trend in PM2.5 Air Pollution Forecasting

AG Putrada, N Alamsyah, MN Fauzan… - … on Informatics and …, 2023 - ieeexplore.ieee.org
Pollution forecasting is important to research, especially for hazardous particles like PM 2.5.
However, trends and seasonality that can hide in the dataset make the forecasting model's …

[PDF][PDF] HUMAN ACTIVITY RECOGNITION IMPROVEMENT ON SMARTPHONE ACCELEROMETERS USING CIMA

AG Putrada, M Abdurohman, D Perdana… - … -Jurnal Penelitian dan …, 2023 - researchgate.net
Human activity recognition (HAR) is a research field that focuses on detecting user activities
and has wide applications. However, the problems that need to be solved are real-time …

IMPROVING TRAFFIC DENSITY PREDICTION USING LSTM WITH PARAMETRIC ReLU (PReLU) ACTIVATION

N Alamsyah, TP Yoga… - JITK (Jurnal Ilmu …, 2024 - ejournal.nusamandiri.ac.id
In the presence of complex traffic flow patterns, this research responds to the challenge by
proposing the application of the Long Short-Term Memory (LSTM) model and comparing …