CIMA: A Novel Classification‐Integrated Moving Average Model for Smart Lighting Intelligent Control Based on Human Presence
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 …
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
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 …
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 …
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 …
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
Recently, noncontact temperature measurement methods based on infrared face perception
have received widely attentions since fever screening plays an important role in the early …
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 …
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 …
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 …
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 …
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
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 …
someone leaving a key is non-existent. However, there is a research opportunity to use Wi …