Browse Items (26 total)
- Collection: Vol 6 No 5 (2022)
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Malaria Blood Cell Image Classification using Transfer Learning with
Fine-Tune ResNet50 and Data Augmentation
Based on the WHO Report related to malaria, it is estimated that there will be 241 million malaria cases and 627,000 deaths
from this disease globally in 2020 with the number of deaths increasing yearly. Preventing malaria disease conditions is…
from this disease globally in 2020 with the number of deaths increasing yearly. Preventing malaria disease conditions is…
Classification of Face Mask Detection Using Transfer Learning Model
DenseNet169
COVID-19 has become a threat to the world because it has spread throughout the world. The fight against this
pandemic is becoming an unavoidable reality for many countries. The government has set policies on various
transmission prevention…
pandemic is becoming an unavoidable reality for many countries. The government has set policies on various
transmission prevention…
Analysis of the Quality of Natural Dyes in Weaving Exposed to Sunlight
Using MSE and PSNR Parameters
It is widely assumed that natural dyes in weaving degrade in quality when exposed to sunlight for an extended period of time.
This indication is clearly visible to the naked eye. There is currently no standard for evaluating the quality of natural…
This indication is clearly visible to the naked eye. There is currently no standard for evaluating the quality of natural…
Application of Neural Network Variations for Determining the Best
Architecture for Data Prediction
This study focuses on the application and comparison of the epoch, time, performance/MSE training, and performance/MSE
testing of variations of the Backpropagation algorithm. The main problem in this study is that the Backpropagation algorithm…
testing of variations of the Backpropagation algorithm. The main problem in this study is that the Backpropagation algorithm…
Topic Classification of Quranic Verses in English Translation
Using Word Centrality Measurement
Every Muslim in the world believes that the Quran is a miracle and the words of God (Kalamullah) revealed to the Prophet
Muhammad SAW to be conveyed to humans. The Quran is used by humans as a guide in dealing with all problems in every
aspect of…
Muhammad SAW to be conveyed to humans. The Quran is used by humans as a guide in dealing with all problems in every
aspect of…
Prototype of Body Temperature and Oxygen Saturation Monitoring System
Using DS18B20 and MAX30100 Sensors based on IOT
After people died from infections during COVID-19 epidemic, this attracted a lot of attention. COVID-19 causes symptoms
such as fever, headache, sore throat, shortness of breath, and others. Many deaths are asymptomatic, which it makes the…
such as fever, headache, sore throat, shortness of breath, and others. Many deaths are asymptomatic, which it makes the…
Big Five Personality Assessment Using KNN method with RoBERTA
Personality is the general way a person responds to and interacts with others. Personality is also often defined as the quality
that distinguishes individuals. Social media was created to help people communicate remotely and easily. These…
that distinguishes individuals. Social media was created to help people communicate remotely and easily. These…
Network Security Analysis Simulation at the GCS in the UCAV to support
the Indonesian Defense Area
An unmanned Combat Aerial Vehicle (UCAV) is an unmanned aircraft that has a serial control communication device that can
be seen directly in real-time. In carrying out UCAV flights, it requires good and stable data transmission security so that…
be seen directly in real-time. In carrying out UCAV flights, it requires good and stable data transmission security so that…
Exploring feature selection techniques on Classification Algorithms for
Predicting Type 2 Diabetes at Early Stage
Predicting early Type 2 diabetes (T2D) is critical for improved care and better T2D outcomes. An accurate and efficient T2D
prediction relies on unbiased relevant features. In this study, we searched for important features to predict T2D by…
prediction relies on unbiased relevant features. In this study, we searched for important features to predict T2D by…
Aspect-Based Sentiment Analysis on Twitter Using Logistic Regression
with FastText Feature Expansion
Social media has recently been widely used by users, especially Indonesians, as a place to express themselves in sentences,
pictures, sounds, or videos. Twitter is one of the social media favored by people of diverse ages. Twitter is a social media…
pictures, sounds, or videos. Twitter is one of the social media favored by people of diverse ages. Twitter is a social media…