Browse Items (14 total)
- Collection: Vol 8 No 3 (2024)
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Recommendation for Scrum-Based Software Development Process with Scrum at Scale: A Case Study of Software House XYZ
Software House XYZ employs Scrum as one of its software development processes. However, the company faces several challenges in the implementation of Scrum, leading to delays in their product releases. Two specific problems are the…
Integration of YOLOv5Algorithm and OpenCV in InnovativeSmart Parking Management Approach
The problem of automatic parking lot identification and vehicle detection in open areas is becoming increasingly important due to the growth in the number of vehicles in Indonesia, particularlyin big cities, resulting in difficulties in finding…
Making AI Work for Government: Critical Success Factors Analysis Using R-SWARA
Artificial Intelligence (AI) stands at the forefront of modern technologyand isextensively leveraged by the public sector to enhance management and service delivery. Despite its potential, many organizations face challenges in AI …
Comparisonof Matrix Decomposition in Null Space-Based LDA Method
Problems with small sample sizesand high dimensionality are common in pattern recognition.Almost all machine learning algorithms degrade in high-dimensional data, so thatsingularities in the scatter matrices, the main problem of the …
Forecasting theStockPrice of PT Astra InternationalUsing theLSTM Method
Stocks are one of the long-term investment options and represent ownership in a company that can be acquired through buying and selling. Investment carries both profit potential and risks that must be faced by investors when they provide their…
mplementing Continuous Integration and Deployment Strategy: Cloversy.id RESTful API Development
The software development cycle involves testing and deployment stages that can be laborious and time-consuming, especially in collaborative projects that involve several developers. Implementing Continuous Integration (CI) and Continuous Delivery…
Convolutional Neural Network and LSTM for Seat Belt Detection in Vehicles using YOLO3
The application of an electronic violation detection system has begun to be implemented in many countries by utilizing CCTV cameras installed at highway and toll road points. However, the development of a violation detection system using data in…
Metaheuristics Approach for Hyperparameter Tuning of Convolutional Neural Network
Deep learning is an artificial intelligence technique that has been used for various tasks. The performance of deep learning is determined by its hyperparameter, architecture as well as training (connection weight and bias). Finding the right…
A Middleware Applications Design for Health Information Sharing
The interoperability between electronic health records (EHR) and electronic medical records (EMR) from various healthcare facilities for comprehensive patient care is important. However, integrating such systems, including the…
Comparative Analysis ofHybrid ModelPerformanceUsing Stacking and Blending Techniques for Student Drop-OutPrediction in MOOC
Despite being in high demand as a lifelong learner and academic material supplement, the implementation of Massive Open Online Courses(MOOC) has problems, one of which is the dropout rate (DO) of students which reaches 93%. As one of the solutions to…