Browse Items (25 total)
- Collection: Vol 7 No 1 (2023)
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Classification of Fruits Based on Shape and Color
using Combined Nearest Mean Classifiers
Fruit classification is an important task in many agriculture industry. The fruit classification system can be used to identify the
types and prices of fruit. Manual classification of fruit is not efficient for large amount of fruits. The…
types and prices of fruit. Manual classification of fruit is not efficient for large amount of fruits. The…
Sentiment Analysis Against Political Figure’s Billboard During Pandemic
Using Naïve Bayes Algorithm
In the midst of the Covid-19 Pandemic, many Indonesians have reacted negatively to the placement of political individuals'
billboards with very huge sizes on the streets. The early political campaign that was run was thought to be contentious. On…
billboards with very huge sizes on the streets. The early political campaign that was run was thought to be contentious. On…
Iris Recognition Using Hybrid Self-Organizing Map Classifier and
Daugman’s Algorithm
One of the neural network algorithms that can be used in iris recognition is self-organizing map (SOM). This algorithm has a
weakness in determining the initial weight of the network, which is generally carried out randomly, which can result in a…
weakness in determining the initial weight of the network, which is generally carried out randomly, which can result in a…
A Comparative Study of CatBoost and Double Random Forest
for Multi-class Classification
Multi-class classification has its challenge compared to binary classification. The challenges mainly caused by the interactions
between explanatory and responses variable are increasingly complex. Ensemble-based methods such as boosting and random…
between explanatory and responses variable are increasingly complex. Ensemble-based methods such as boosting and random…
Herbal Leaves Classification Based on Leaf Image Using CNN
Architecture Model VGG16
Herbal leaves are a type that is often used by people in the health sector. The problem faced is the lack of knowledge about the
types of herbal leaves and the difficulty of distinguishing the types of herbal leaves for ordinary people who do not…
types of herbal leaves and the difficulty of distinguishing the types of herbal leaves for ordinary people who do not…
Mobile Application Development to Solve Vehicle Routing Problems in
Marketing or Tour Trip Planning
The vehicle routing problem (VRP) is a combinatorial optimization problem faced by transportation services related to pick
up or delivery, such as industrial raw materials distribution, tour and travel, or travel routing problems in general. VRP is…
up or delivery, such as industrial raw materials distribution, tour and travel, or travel routing problems in general. VRP is…
Software as a Service-based Integrated Interactive Online Course System
Several online learning platforms use recorded videos as a medium for delivering their material. In addition, several
applications, such as Zoom, Google Meet, and WhatsApp, can help communicate interactively during this learning process.
However,…
applications, such as Zoom, Google Meet, and WhatsApp, can help communicate interactively during this learning process.
However,…
Image Classification of Vegetable Quality using Support Vector Machine
based on Convolutional Neural Network
As part of an effort to develop intelligent agriculture, new methods for enhancing the quality of vegetables are
being continually developed. In recent years, the Convolutional Neural Network (CNN) has shown to be the most
successful and…
being continually developed. In recent years, the Convolutional Neural Network (CNN) has shown to be the most
successful and…
Naïve Bayes and TF-IDF for Sentiment Analysis
of the Covid-19 Booster Vaccine
The booster vaccine polemic became a trending topic on Twitter and reaped many pros and cons. This booster vaccine began
to be distributed on January 12, 2022. This booster vaccine program was implemented free of charge for the people of…
to be distributed on January 12, 2022. This booster vaccine program was implemented free of charge for the people of…
Character Recognition of Handwriting of Javanese Character Image using
Information Gain Based on the Comparison of Classification Method
ndonesia is a country rich in a variety of regional cultures. Regional airspace needs to be preserved so as not to become
extinct. One of them is the local culture of Central Java Province, namely Javanese Character. In this modern era,…
extinct. One of them is the local culture of Central Java Province, namely Javanese Character. In this modern era,…