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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
Integration of Non-Stationarity in Disaster Risk Forecasting: A Multidisciplinary Stochastic Analysis of Seismic Dynamics in Azerbaijan based on Hidden Markov Models
Disaster risk management Hidden Markov Models Hidden Semi-Markov Models Seismic forecasting Weibull distribution
Mir Ramin Yunusov
Volume 10 Issue 1
Context-Aware Natural Language Processing Framework for Enhanced Human-Computer Interaction in Virtual Assistants
Context-aware computing Natural language processing Transformer models Virtual assistants
Fatma Ismayilova
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
Development of the Architectural Solution of an Intelligent Decision Support System and Selection of the Optimal Solution
Intelligent decision support system Decision support system Soft computing System architecture Business models
Zaur Aghamaliyev Vugar Salahli
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