CIMA: A Novel Classification‐Integrated Moving Average Model for Smart Lighting Intelligent Control Based on Human Presence

AG Putrada, M Abdurohman, D Perdana… - Complexity, 2022 - Wiley Online Library
Smart lighting systems utilize advanced data, control, and communication technologies and
allow users to control lights in new ways. However, achieving user comfort, which should be …

Xgboost for ids on wsn cyber attacks with imbalanced data

AG Putrada, N Alamsyah, SF Pane… - … on Electronics and …, 2022 - ieeexplore.ieee.org
A wireless sensor network (WSN) is also vulnerable to cyber-attacks, just other systems
connected to the computer network, which makes the intrusion detection system (IDS) for …

[HTML][HTML] Development of abnormal facial temperature detection technology using thermal imaging to prevent the spread of infectious diseases

HG Hong, SH Jang, HY Yun, YJ Cho - Journal of King Saud University …, 2023 - Elsevier
Substantial research has been conducted on image-based augmentation, segmentation,
detection, and classification of COVID-19. Thermal image classification methods have been …

Reevaluating synthesizing sentiment analysis on COVID-19 fake news detection using spark dataframe

SF Pane, R Prastya, AG Putrada… - 2022 International …, 2022 - ieeexplore.ieee.org
Some research uses the random forest model and sentiment analysis to detect COVID-19
fake news. However, there is still a research opportunity to apply the method to Indonesian …

Dynamic group difference coding based on thermal infrared face image for fever screening

M Yan, J Qian, R Wang, S Gao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recently, noncontact temperature measurement methods based on infrared face perception
have received widely attentions since fever screening plays an important role in the early …

Recurrent neural network architectures comparison in time-series binary classification on iot-based smart lighting control

AG Putrada, M Abdurohman… - … on Information and …, 2022 - ieeexplore.ieee.org
Recurrent neural network (RNN) is suitable for sequential cases because they have
feedback in their structure to recognize a dynamic behavior and a sequential pattern in time …

A hybrid cnn-lstm model with word-emoji embedding for improving the twitter sentiment analysis on indonesia's ppkm policy

SF Pane, J Ramdan, AG Putrada… - 2022 6th …, 2022 - ieeexplore.ieee.org
The policy of limiting community mobilization is implemented to reduce the daily rate of
COVID-19. However, a high-accuracy sentiment analysis model can determine public …

BERT for sentiment analysis on rotten tomatoes reviews

AG Putrada, N Alamsyah… - … Conference on Data …, 2023 - ieeexplore.ieee.org
Transformer is a neural network model whose trend is rising because ChatGPT shocked the
world with its general answering and questioning system capabilities. The bidirectional …

Virtual Sensors Method and Architecture for a Smart Home Environment with Random Forest

AG Putrada, N Alamsyah, SF Pane… - … Conference on ICT …, 2023 - ieeexplore.ieee.org
A smart home environment can be built with several functions at once. However, the
conventional integration of several systems involves many devices and sensors, resulting in …

Wi-Fi Fingerprint for Indoor Keyless Entry Systems with Ensemble Learning Regression-Classification Model

AG Putrada, N Alamsyah, MN Fauzan - JOIV: International Journal on …, 2023 - joiv.org
Keyless entry systems have made human life more comfortable because the possibility of
someone leaving a key is non-existent. However, there is a research opportunity to use Wi …