Machine Learning Algorithm Optimization using Stacking Technique for Graduation Prediction

H Herianto, B Kurniawan, ZH Hartomi… - Journal of Applied …, 2024 - bright-journal.org
Graduating on time is crucial for academic success, impacting time, costs, and education
quality. Hang Tuah University Pekanbaru (UHTP) is currently struggling to meet its goal of …

Analysis Impact of Rapid Application Development Method on Development Cycle and User Satisfaction: A Case Study on Web-Based Registration Service

I Riadi, A Yudhana, A Elvina - Scientific Journal of Informatics, 2024 - journal.unnes.ac.id
Purpose: This research was conducted to respond to obstacles and inefficiencies in the new
student registration system at RA Plus Rabbani. Currently, the conventional method of using …

[PDF][PDF] Comparative Study of Imbalanced Data Oversampling Techniques for Peer-to-Peer Landing Loan Prediction

R Muzayanah, AD Lestari, J Jumanto… - Scientific Journal of …, 2024 - journal.unnes.ac.id
Comparative Study of Imbalanced Data Oversampling Techniques for Peer-to-Peer Landing
Loan Prediction Page 1 Scientific Journal of Informatics Vol. 11, No. 1, Feb 2024 p-ISSN …

Improving car price prediction performance using stacking ensemble learning based on ann and random forest

YMP Tanga, RPR Simanjuntak, R Rofik… - Journal of Soft …, 2024 - shmpublisher.com
Determining the right selling price for a car can be a challenge for car sales companies. The
selling price of a car is highly influenced by car characteristics such as brand, type, year of …

Machine Learning Techniques for Classifying Indonesian Foods and Drinks by Nutritional Profiles

B Al Qohar, YMP Tanga, AY Darmawan… - Journal of Information …, 2025 - shmpublisher.com
Local ingredients and Indonesia's diverse culinary traditions play an important role in
shaping people's health and eating habits. Understanding the nutritional profile of …

Comparison of Discriminant Analysis and Support Vector Machine on Mixed Categorical and Continuous Independent Variables for COVID-19 Patients Data

HA Haikal, AH Wigena, K Sadik… - Scientific Journal of …, 2024 - journal.unnes.ac.id
Purpose: Numerous factors can affect the duration of COVID-19 recovery. One method
involves utilizing natural herbal medication. This study seeks to determine the variables …

[HTML][HTML] YOLO vs. CNN Algorithms: A Comparative Study in Masked Face Recognition

MR Dewanto, MN Farid, MAR Syah… - Scientific Journal of …, 2024 - journal.unnes.ac.id
Purpose: This research investigates the effectiveness of YOLO (You Only Look Once) and
Convolutional Neural Network (CNN) in real-time face mask recognition, addressing the …

Improved playstore review sentiment classification accuracy with stacking ensemble

DB Santoso, A Munna… - Journal of Soft Computing …, 2024 - shmpublisher.com
In today's digital era, user reviews on the Playstore platform are an invaluable source of
information for developers, offering insights that are critical for service improvement …

Makine Öğrenimi Teknikleri ile Kredi Risk Tahmininde Yeniden Örnekleme Yöntemlerinin Karşılaştırılması

G Kendirkıran, S Doğan - Söke İşletme Fakültesi Dergisi, 2024 - dergipark.org.tr
One of the most important issues affecting machine learning performance is class imbalance
problems. In this case, which is frequently encountered in real-world problems, the effect of …