Browse Items (26 total)
- Collection: Vol 9 No 4 (2025)
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Real-time Emotion Recognition Using the MobileNetV2 Architecture
Facial recognition technology is now advancing quickly and is being used extensively in a number of industries, including banking, business, security systems, and human-computer interface.However, existing facial recognition models …
Benchmarking YOLOv8 Variants with Transfer Learning for Real-Time Detection and Classification of Road Cracks and Potholes
Road damage, including potholes and cracks, is a significant issue frequently encountered in road infrastructure in many regions. Such conditions accelerate road degradation, increase the risk of traffic accidents, and …
Comparing Optimization Algorithms in ANN Models for House Price Prediction in Pekanbaru
This study evaluates the performance of five optimization algorithms in Artificial Neural Network (ANN) models for predictinghouse prices in Pekanbaru. The optimizers tested include Adam, AdaDelta, Stochastic Gradient Descent (SGD), Nadam, and…
Advancing Vehicle Logo Detection with DETRto Handle Small Logos and Low-Quality Images
Image-based vehicle logo detection is an important component in the implementation of vehicle information recognition technology, which supports the development of intelligent transportation systems. Vehicle logos, as elements that…
Adaptive Stress Prediction with GSR, SMOTE Balancing, and Random Forest Models
Stress is a pervasive condition that affects mental health, productivity, and quality of life across populations. Traditional methods for stress assessment, such as the Perceived Stress Scale (PSS), rely on retrospective…
Enhancing Agile Defect Prediction with Optimized Machine Learningand Feature Selection
n Agile software development, efficient defect prediction is crucial because of the rapid and iterative nature of the delivery. Conventional methods that rely on source code or commit logs often fail to capture the critical contextual signals…
Handling Imbalance in Javanese Manuscript Character Dataset using Skeleton-based Balancing Generative Adversarial Networks
Javanese script is an important part of Indonesia’s cultural heritage, representing cultural values from the past. However, recognizing and classifying Javanese characters within manuscripts is challenging due to the limited availability of…
Sonified Cryptography: Secure Text Encoding with DNA and Non-Speech Audio
The increasing demand for data security in digital communication, particularly in high-risk sectors like defense, has led to the exploration of innovative encryption approaches. This study presents a dual-layer encryption model that enhances…
Open-Set Recognition for Potato Leaf Disease Identification Using OpenMax
Traditional methods for identifying potato leaf diseases rely on manual visual inspection, which is prone to human error and inefficiencies. Although machine learning models have improved automation, conventional closed-set classifiers …
Improving the Accuracy of Tourism Recommendation System Based on Neural Collaborative Filtering
This study proposes a Neural Collaborative Filtering (NCF) model for tourism recommendation systems by integrating user ratings and review data. This model was developed to overcome the limitations of conventional recommendation systems that rely …