Browse Items (19 total)
- Collection: Vol 6 No 3 (2022)
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The Formula Study in Determining the Best Number of Neurons in Neural
Network Backpropagation Architecture with Three Hidden Layers
The researchers conducted data simulation experiments, but they did so unstructured in determining the number of neurons in
the hidden layer in the Artificial Neural Network Back-Propagation architecture. The researchers also used a general…
the hidden layer in the Artificial Neural Network Back-Propagation architecture. The researchers also used a general…
The Accuracy Comparison Between Word2Vec and FastText On
Sentiment Analysis of Hotel Reviews
Word embedding vectorization is more efficient than Bag-of-Word in word vector size. Word embedding also overcomes the
loss of information related to sentence context, word order, and semantic relationships between words in sentences. Several…
loss of information related to sentence context, word order, and semantic relationships between words in sentences. Several…
Sybil Attack Prediction on Vehicle Network Using Deep Learning
Vehicular Ad Hoc Network (VANET) or vehicle network is a technology developed for autonomous vehicles in Intelligent
Transportation Systems (ITS). The communication system of VANET is using a wireless network that is potentially being
attacked.…
Transportation Systems (ITS). The communication system of VANET is using a wireless network that is potentially being
attacked.…
Segmentation of Small Objects in Satellite Imagery Using Dense U-Net in
Massachusetts Buildings Dataset
Class imbalance is a serious problem that disrupts the process of semantic segmentation of satellite imagery in urban areas in
Earth remote sensing. Due to the large objects dominating the segmentation process, small object are consequently…
Earth remote sensing. Due to the large objects dominating the segmentation process, small object are consequently…
Prediction of Retweets Based on User, Content, and Time Features Using
EUSBoost
Twitter is one of the popular microblogs that allow users to write posts. Retweeting is one of the mechanisms for the diffusion
of information on Twitter. One way to understand the spread of information is to learn about retweet predictions. This…
of information on Twitter. One way to understand the spread of information is to learn about retweet predictions. This…
Performance Analysis of Hybrid Machine Learning Methods on
Imbalanced Data (Rainfall Classification)
This study proposes several methods to analyze the performance of the hybrid machine learning method using Voting and
Stacking on rainfall classification. The two hybrid methods will combine five classification methods, namely Logistic…
Stacking on rainfall classification. The two hybrid methods will combine five classification methods, namely Logistic…
k-Nearest Neighbor and Feature Extraction on Detection of Pest and
Diseases of Cocoa
Knowledge and utilization of digital images are growing rapidly not only in the fields of medicine and industry but also in the
field of agriculture. This knowledge can apply it to a computer-based program that is used to detect agricultural…
field of agriculture. This knowledge can apply it to a computer-based program that is used to detect agricultural…
Interdependency and Priority of Critical Infrastructure Information
(Case Study: Indonesia Payment System)
The sturdy and reliable payment system is one of the most important systems in the digitalization era, especially in the pandemic
COVID-19 period. As part of Critical Infrastructure Information (CII), a strategy to protect the payment system is…
COVID-19 period. As part of Critical Infrastructure Information (CII), a strategy to protect the payment system is…
Implementation of the Conversational Hybrid Design Model to Improve
Usability in the FAQ
FAQ is an important part of a system because it is used to make it easier for users to solve problems faced by users. Some FAQ
systems have even started using Chatbot technology to make it easier for users. Chatbots have been widely used as a…
systems have even started using Chatbot technology to make it easier for users. Chatbots have been widely used as a…
Implementation of Naïve Bayes for Fish Freshness Identification Based on
Image Processing
Consumption of fish as a food requirement for the fulfillment of community nutrition is increasing. This was followed by an
increase in the amount of fish caught that were sold at fish markets. Market managers must be concerned about the dispersion…
increase in the amount of fish caught that were sold at fish markets. Market managers must be concerned about the dispersion…