Volume 3 (2025)
Volume 2 (2024)
Volume 1 (2023)
Keywords = Deep learning
Number of Articles: 7
Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains
Volume 3, Issue 1 , June 2025, , Pages 22-35
Abstract
Population imaging studies rely on good-quality medical imagery before quantifying downstream images. This study provides an automated approach for image quality assessment (IQA) from ... Read More
Automated Recognition of Marine Thermal Patterns Using Deep Learning
Volume 3, Issue 1 , June 2025, , Pages 36-42
Abstract
Abstract— Sea Surface Temperature (SST) data reveal the temporal and spatial distribution of warm anticyclonic eddies and cold cyclonic eddies, impacting ocean behavior. The SST ... Read More
A Novel Fixed-Parameter Activation Function for Neural Networks: Enhanced Accuracy and Convergence on MNIST
Volume 3, Issue 1 , June 2025, , Pages 53-58
Abstract
Abstract— Activation functions are essential for extracting meaningful relationships from real-world data in deep learning models. The design of activation functions is critical, ... Read More
A Hybrid Approach for Intrusion Detection in Computer Systems Using Optimized Deep Neural Networks
Volume 2, Special Issue on AI 4 All- 2 , January 2025, , Pages 70-78
Abstract
Abstract— The issue of intrusion in security presents a fundamental challenge that can lead to serious damage in IT systems. Intrusion Detection Systems (IDS) serve as effective ... Read More
Genetic algorithm-based hyperparameter optimization of convolutional neural network models for white blood cells classification
Volume 1, Issue 2 , January 2024, , Pages 175-182
Abstract
Abstract— Detecting white blood cells (WBC) in microscopic images is essential in medical diagnosis. Manual analysis of these images is time-consuming and has a high error rate. ... Read More
A Deep Learning Framework for Evaluating Dynamic Network Generative Models and Anomaly Detection
Volume 1, Issue 2 , January 2024, , Pages 158-174
Abstract
Understanding dynamic systems like disease outbreaks, social influence, and information diffusion requires effective modeling of complex networks. Traditional evaluation methods for ... Read More
Improving Social Image Recommendations through Emotion Analysis
Volume 1, Issue 2 , January 2024, , Pages 130-138