Browse Items (26 total)
- Collection: Vol 6 No 5 (2022)
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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…
Application of The Naïve Bayes Classifier Algorithm to Classify
Community Complaints
Unsatisfactory public services encourage the public to submit complaints/ reports to public service providers to improve their
services. However, each complaint/ report submitted varies. Therefore, the first step of the community complaint…
services. However, each complaint/ report submitted varies. Therefore, the first step of the community complaint…
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…
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…
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…
Diagnosis of Asthma Disease and The Levels using
Forward Chaining and Certainty Factor
Diagnosis of Asthma Disease and The Levels using
Forward Chaining and Certainty Factor
Forward Chaining and Certainty Factor
Disease Detection in Banana Leaf Plants using DenseNet and Inception
Method
Diseases that attack banana plants can affect the growth and productivity of the fruit produced. The disease can be identified
by looking at changes in the pattern and color of the leaves. Infected leaves will experience an increased transpiration…
by looking at changes in the pattern and color of the leaves. Infected leaves will experience an increased transpiration…
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…
House Prices Segmentation Using Gaussian Mixture Model-Based
Clustering
House is a place for humans to live and a main necessity for humans. For years, the need for houses is increasing and varied
so that it affects the selling price of the house. Therefore, more research is needed to learn about the selling price of…
so that it affects the selling price of the house. Therefore, more research is needed to learn about the selling price of…