Open Access Original Research
Designing Accessible Virtual Reality Interfaces Using Reinforcement Learning for Users with Motor and Sensory Impairments
by Hazza Bin Ahmed and Mohammad alzuoubi
PatternIQ Mining.2025, (02)1, 1-12. piqm.25.1
Pub. Date: November 2025
DOI: https://doi.org/10.70023/sahd/250201
Virtual Reality (VR)
Accessibility
Reinforcement Learning (RL)
Adaptive Interfaces
Motor and Sensory Impairments
User Interaction Optimization
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Open Access Original Research
IoT-Integrated AI Framework Using Genetic Algorithms for Waste Management in Smart Campuses
by Odai nawafleh and Mehak vasta
PatternIQ Mining.2025, (02)1, 13-23. piqm.25.2
Pub. Date: November 2025
DOI: https://doi.org/10.70023/sahd/250202
IoT
Waste Management
Smart Campuses
Genetic Algorithms
Reinforcement Learning
Optimization
Real-Time Monitoring
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Open Access Original Research
Enhancing Object Detection in Autonomous Vehicles Using Hybrid Convolutional Neural Networks and Transformer Models
by Khalil aljamal and Osama shannaq
PatternIQ Mining.2025, (02)1, 24-35. piqm.25.3
Pub. Date: November 2025
DOI: https://doi.org/10.70023/sahd/250203
IoT
Waste Management
Smart Campuses
Genetic Algorithms
Reinforcement Learning
Optimization
Real-Time Monitoring
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Open Access Original Research
Enhancing E-commerce Supply Chains with Time-Series Forecasting Using Long Short-Term Memory (LSTM) Networks
by Muhtade Mustafa Aqil and Faiqah fauzi
PatternIQ Mining.2025, (02)1, 36-46. piqm.25.4
Pub. Date: November 2025
DOI: https://doi.org/10.70023/sahd/250204
E-commerce supply chains
Demand forecasting
Time-series forecasting
Long Short-Term Memory (LSTM) networks
Sequential data analysis
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Open Access Original Research
Swarm Robotics Optimization Using Deep Q-Learning for Cooperative Search and Rescue Missions
by Abdallah jarrah and Ghadeer abu asfar
PatternIQ Mining.2025, (02)1, 47-58. piqm.25.5
Pub. Date: November 2025
DOI: https://doi.org/10.70023/sahd/250205
Swarm Robotics
Deep Q-Learning
Search and Rescue Operations
Multi-Agent Systems
Cooperative Decision-Making
Adaptive Framework
Autonomous Robots
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Open Access Original Research
Cluster-Based Traffic Management for Optimizing Urban Congestion Using Unsupervised Learning on Real-Time Data Streams
by Moath Alshorman and Saif taleb
PatternIQ Mining.2025, (02)1, 59-71. piqm.25.6
Pub. Date: November 2025
DOI: https://doi.org/10.70023/sahd/250206
Urban Congestion
Traffic Management
Unsupervised Learning
Real-Time Data Streams
K-means Clustering Algorithms
Adaptive Signal Control
IoT-Enabled Traffic Systems
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Open Access Original Research
Intelligence Quotient insights through pattern mining Leveraging Tensor Factorization Techniques for personalized Education and Adaptive Learning Systems
by Rasha sakhnini and Alexey vinokurov
PatternIQ Mining.2025, (02)1, 72-84. piqm.25.7
Pub. Date: November 2025
DOI: https://doi.org/10.70023/sahd/250207
Intelligence Quotient
Tensor Factorization
Neural Collaborative Filtering
Personalized Learning
Adaptive Education
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Open Access Original Research
Dynamic Pattern Analysis for Enhanced Predictive Intelligence in Smart Environments Using Transformer Learning Models
by Mohammad ameid alkato and Nekita kalenen
PatternIQ Mining.2025, (02)1, 85-96. piqm.25.8
Pub. Date: November 2025
DOI: https://doi.org/10.70023/sahd/250208
Predictive Intelligence
Transformer Model
Time-Series Forecasting
Smart Environments
Anomaly Detection
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Open Access Original Research
Advanced Real-Time Anomaly Detection and Predictive Trend Modelling in Smart Systems using Deep Belief Networks Architectures
by Amro ameid alkato and Yara sakhnin
PatternIQ Mining.2025, (02)1, 97-107. piqm.25.9
Pub. Date: November 2025
DOI: https://doi.org/10.70023/sahd/250209
Anomaly detection
predictive modelling
DeepSense Framework
Deep Belief Networks
intelligent systems
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Open Access Original Research
Efficient Extraction of Patterns in High-Dimensional Data through Tensor Decomposition Techniques
by Ahmed emjalli and Maisaa Mahasneh
PatternIQ Mining.2025, (02)1, 108-118. piqm.25.10
Pub. Date: November 2025
DOI: https://doi.org/10.70023/sahd/250210
Tensor Decomposition
Pattern Extraction
High-Dimensional Data
Clustering
Data Analysis
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