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Comparative Analysis of Machine Learning Models for Detecting Anomalies in Cybersecurity Audits
Cybersecurity Audits Anomaly Detection Machine Learning Random Forest Deep Learning
Nadiya Kadyrzhan
Volume 10 Issue 1
Stacked Ensemble Learning for Economic Growth Forecasting: A Cross-Country Panel Data Analysis
Economic Growth Forecasting Ensemble learning Machine learning Stacking Panel data
Parviz Jabrayilli
Volume 10 Issue 1
Autoencoders for Representation Learning: From Dimensionality Reduction to Volumetric Generation
Representation Learning Neural Embeddings Autoencoders Clustering Volumetric Generation
Hamid Gadirov
Volume 10 Issue 1
Evaluating the usability and efficiency of compact Large Language Models for Sentiment Analysis tasks
Sentiment Analysis Large Language Models Efficiency Zero-Shot Learning Compact LLMs
Aydin Gasimov
Volume 9 Issue 2
Hybrid Graph Neural Networks and XGBoost for Fraud Transaction Detection
Fraud Detection Graph Neural Networks XGBoost Imbalanced Learning Machine learning
Murad Aliyev
Volume 9 Issue 2
CropIntel Dataset: A Comprehensive Agro-Environmental Resource for Crop Classification, Irrigation Planning, and Yield Analysis
Precision Agriculture Crop Recommendation Machine Learning Data-Driven Agriculture Agro-Environmental Modeling
Artughrul Gayibov
Volume 9 Issue 2
SENSE: Self-Supervised Neural Embeddings for Spatial Ensembles
Self-supervised learning Neural embeddings Autoencoders Clustering Latent space analysis
Hamid Gadirov
Volume 9 Issue 2
Land Use and Land Cover Mapping in the Karabakh Region Using Sentinel-2 Multi-Spectral Indices and Machine Learning
Land Use/Land Cover Classification Machine Learning Sentinel-2 Satellite Imagery Post-conflict Reconstruction Remote Sensing
Artughrul Gayibov Vagif Gasimov
Volume 9 Issue 1
Quantifying the National Return on Investment of Low-Latency Backbone Networks: A Case Study of Real-Time Digital Twins on Azerbaijan’s “Digital Silk Way”
Omniverse Digital Twin Reinforcement learning Isaac Gym Universal Scene Description
seokhyun Ahn
Volume 9 Issue 1
Pneumonia Detection Through CNN and Resnet-50
pneumonia CNN, convolutional Neural Network Resnet-50 deep learning
Filza Javed
Volume 8 Issue 1