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 …
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 …
Fine-tuned generative LLM oversampling can improve performance over traditional techniques on multiclass imbalanced text classification
NA Cloutier, N Japkowicz - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
A common challenge in classification and data mining is the class imbalance problem,
where one class in a dataset has significantly more samples than another. The presence of …
where one class in a dataset has significantly more samples than another. The presence of …
Feature Importance on Text Analysis for a Novel Indonesian Movie Recommender System
AG Putrada, N Alamsyah, SF Pane… - … on Information and …, 2023 - ieeexplore.ieee.org
With the increasing use of streaming services such as Netflix, Disney Plus, and Prime Video,
a movie recommender system is an important tool for service providers and customers …
a movie recommender system is an important tool for service providers and customers …
Ns-svm: Bolstering chicken egg harvesting prediction with normalization and standardization
AG Putrada, N Alamsyah… - JUITA: Jurnal …, 2023 - jurnalnasional.ump.ac.id
Breeding chickens and chicken eggs are poignant, and recent studies have applied
computer science to optimize this field, including chicken egg harvesting prediction …
computer science to optimize this field, including chicken egg harvesting prediction …
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 …
[PDF][PDF] Gated recurrent unit for fall detection on motorcycle smart helmet with accelerometer sensor
AG Putrada - Indonesia Journal on Computing (Indo-JC), 2022 - scholar.archive.org
Smart motorcycle helmets are an emerging topic that can provide convenience to
motorcyclists, such as providing information about the gas tank and tire pressure through the …
motorcyclists, such as providing information about the gas tank and tire pressure through the …
AUC Maximization for Flood Attack Detection on MQTT with Imbalanced Dataset
AG Putrada, N Alamsyah, SF Pane… - 2023 International …, 2023 - ieeexplore.ieee.org
Several studies have conducted countermeasures against message queue telemetry
transport (MQTT) attacks. However, existing research needs to examine further the …
transport (MQTT) attacks. However, existing research needs to examine further the …
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 …
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 …