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…
Enhanced Yolov8 with OpenCV for Blind-Friendly Object Detection and Distance Estimation
The development of computer technology and computer vision has had a significant positive impact on the daily lives of blind people, especially in efforts to improve their navigation abilities. This research has the main aim of introducing a…
Mapping Residential Land Suitability Using a WEB-GIS-Based Multi-Criteria Spatial Analysis Approach: Integration of AHP and WPM Methods
Along with the increase in population and the acceleration of economic growth, the urgent need for additional property that can serve as a place for various community activities also increases. It is typicalfor big cities that are …
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 …
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…
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…
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 …
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…
Evaluating the Bibit App: The HEART Framework Approach in UX Design
With the rise of investment applications like Bibit in Indonesia, evaluating user experience is crucial to improveuser engagement and satisfaction. This study aims to assess the Bibit appuser experience using the HEART framework to…
YOLO-based Small-scaled Model for On-Shelf Availability in Retail
On-shelf availability(OSA) in the retail industry plays a very crucial role incontinuous sales. Product unavailability may lead to a bad impression on customers and reduce sales. The retailindustry may continue to develop through the rapidly…