Browse Items (15 total)
- Collection: Vol 8 No 2 (2024)
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Comparison of Genetic Algorithm and Recursive Feature Elimination on High Dimensional Data
The use of big data in companies is currently used in file processing. With large capacity files, it can affect the performance in terms of time in the company so to overcome the problem of high-dimensional data, feature selection is used in…
An Analysis of Meteorological Datain Sumatra and Nearbyusing Agglomerative Clustering
Sumatra is one of the biggest and the second most crowded islands in Indonesia. Sumatrais also a place of abundance of tropical flora and fauna. This paper aims to cluster the cities in Sumatra and nearby based on …
Comparison of Madaline and Perceptron Algorithms on Classification with Quantum Computing Approach
The fundamental problem in this research is to explore a more profound understanding regarding both performance and efficiency in quantity computing. Successful implementation of algorithms in computational computing …
Design and Implementation of the Shortest Path Navigation in Samosir District using Branch and Bound Algorithm
Samosir has a wide area and several tourist attractions, making it difficult for visitors to explore the island.Not knowing the route can make the journey less fun and waste time.In general, tourists seek to know the fastest path to a tourist…
Hybrid Data Mining For Member Determination And Financing Prediction In Syariah Financing Saving And Loan Cooperatives
Syariah Financing Saving And Loan Cooperatives (KSPPS) is an Islamic financial institution aimed at people who are on the lower middle scale to lift the economy of small communities through microfinancingprograms. Problems that often occur in member…
Enhancing Weighted Averaging for CNN Model Ensemble in Plant Diseases Image Classification
Deeplearning, especially convolutional neural networks (CNN), has gained traction in the field of image classification. In the specific case of plant diseaseclassification, improving the accuracy and reliability of image classification is paramount.…
Integration Waterfall and ScrumMethodology in The Development of SIMARGA Web Application
This research explores the integration of Waterfall and Scrum methodologies in the development of the SIMARGA web application. The integration aims to maximize the strengths of each methodology, with Waterfall …
IoT-Based Irrigation System Using Machine Learning for Precision Shallot Farming
Despite the massive production of shallots in EnrekangRegency, South Sulawesi Province, Indonesia, the cultivation method is still very conventional. Shallot cultivation is very challenging because it requires precision irrigation and pest…
LR-GLASSO Method for Solving Multiple Explanatory Variables of the Village Development Index
Sustainable Development Goals (SDGs) are developments that maintain sustainable improvement in society’s economic, social, and environmental welfare. Kemendes PDTT RI has issued the Village Development Index (VDI) to provide information and the…
Digital Image Object Detectionwith GLCM Multi-Degrees and Ensemble Learning
Object detection in digital images has been implemented in various fields. Object detection faces challenges, one of which is rotation problems, causing objects to become unknown. We need a method that can extract features that do not affect rotation…