Browse Items (19 total)
- Collection: Vol 6 No 3 (2022)
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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…
Factors Affecting the PeduliLindungi User Experience
Based on UX Honeycomb
With background of Covid-19 pandemic, Indonesian state trying to make various efforts, so people comply health protocols.
One of them is through PeduliLindungi application. PeduliLindungi has 3 main functions, namely tracing, tracking, warning…
One of them is through PeduliLindungi application. PeduliLindungi has 3 main functions, namely tracing, tracking, warning…
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…
Detection of Covid-19 on X-Ray Image of Human Chest Using CNN and
Transfer Learning
At the end of 2019, a new disease called Coronavirus Disease (COVID-19) originated in Wuhan, China. This disease is caused
by respiratory tract infections, ranging from the common cold to serious diseases such as Middle East Respiratory Syndrome…
by respiratory tract infections, ranging from the common cold to serious diseases such as Middle East Respiratory Syndrome…
Development of Mastoid Air Cell System Extraction Method on Temporal
CT-scan Image
Mastoiditis is disease that to infection of the mastoid bone cavity that affects the size of the air cell system of the temporal bone.
Visually, the information temporal CT image mastoid bone has can assist medical experts in viewing the mastoid…
Visually, the information temporal CT image mastoid bone has can assist medical experts in viewing the mastoid…
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.…
Fuzzy Learning Vector Quantization for Classification of Mixed Meat
Image Based on Character of Color and Texture
Beef consumption is quite high and expensive in the world. In Indonesia, beef prices are relatively expensive because the meat
supply chain from farmers to the market is quite long. The high demand for beef and the difficulty of obtaining meat are…
supply chain from farmers to the market is quite long. The high demand for beef and the difficulty of obtaining meat are…
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…
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…
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…