Volume 02, Issue 03

Open Access Original Research

Hyperheuristic Pattern Recognition for Text Classification Using Snake Optimization Guided Feature Selection
by Aisha Al-Ketbi and Samira Al-Mazrouei

PatternIQ Mining.2025, (02)3, 1-12. piqm.25.18
Pub. Date: Aug 2025

Human Gesture Recognition   Spatio-Temporal Graph Attention Network   Jellyfish Optimization   Real-Time Processing   Multiscale Feature Learning   Skeleton-Based Recognition  

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Open Access Original Research

Pattern Mining in Smart Grid Energy Data Using Enhanced Binary Firefly Optimization
by Mariam Hassan and Youssef El-Shennawy

PatternIQ Mining.2025, (02)3, 13-26. piqm.25.19
Pub. Date: Aug 2025

Smart Grid   Pattern Mining  Binary Firefly Optimization  Thermal Image Denoising  Autoencoder 
Energy Consumption Analysis  Demand Response 

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Open Access Original Research

Sailfish Optimizer Driven Framework for Mining Dynamic Consumer Purchase Patterns
by Ahmed Al-Khafaji and Rasha Al-Dulaimi

PatternIQ Mining.2025, (02)3, 27-39. piqm.25.20
Pub. Date: Aug 2025

Consumer Purchase Patterns   Sailfish Optimizer   Fuzzy C-Means   Dynamic Clustering   Ecommerce Analytics  
Behavioral Segmentation  

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Open Access Original Research

Pattern Discovery in Crop Growth Data Using a Gradient-Based Ant Lion Optimization Model
by Aisyah Binti Abdullah and Hafiz Bin Ismail

PatternIQ Mining.2025, (02)3, 40-53. piqm.25.21
Pub. Date: Aug 2025

Crop Growth Prediction   Ant Lion Optimization  Feature Selection   Gradient-Based Optimization   Precision Agriculture   Pattern Discovery  

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Open Access Original Research

Bald Eagle Search-Based Pattern Mining Model for Detecting Anomalies in Cyber Security Logs
by Mehdi Esfahani and Hossein Ghasemi

PatternIQ Mining.2025, (02)3, 54-66. piqm.25.22
Pub. Date: Aug 2025

Anomaly Detection   Bald Eagle Search   Pattern Mining   Cybersecurity Logs   Optimization Algorithm   Insider Threats  

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Open Access Original Research

An African Vulture Optimization Algorithm for Lung Disease Pattern Detection in X Ray Images
by Khalid Al-Hamadi and Faisal Al-Nuaimi

PatternIQ Mining.2025, (02)3, 67-80. piqm.25.23
Pub. Date: Aug 2025

Lung Disease Detection   X-ray Imaging   African Vulture Optimization Algorithm   Convolutional Neural Network  
Deep Learning   Medical Image Analysis  

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Open Access Original Research

Real Time Human Gesture Recognition Using Multiscale Feature Learning and Jellyfish Optimization
by Jonathan Jun Hao and Melissa Chua Hui Ling

PatternIQ Mining.2025, (02)3, 81-92. piqm.25.24
Pub. Date: Aug 2025

Human Gesture Recognition   Spatio-Temporal Graph Attention Network   Jellyfish Optimization   Real-Time Processing   Multiscale Feature Learning   Skeleton-Based Recognition  

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