Improved mineral prospectivity mapping using graph neural networks

Keyphrases

• Graph Neural Network 100%
• Mineral Prospectivity Mapping 100%
• Machine Learning Algorithms 50%
• Neural Network Method 33%
• Machine Learning Applications 33%
• Tabular Data 33%
• Prospectivity Analysis 33%
• Performance Improvement 16%
• Training Process 16%
• Neural Network Algorithm 16%
• Training Data 16%
• Geological Data 16%
• Geological Processes 16%
• Machine Learning Techniques 16%
• Copper-iron 16%
• United Kingdom 16%
• Supervised Machine Learning 16%
• Traditional Machine Learning 16%
• Spatial Relations 16%
• Terranes 16%
• Occurrence Data 16%
• Point Data 16%
• Neighborhood Relation 16%
• Spatial Relationship 16%
• Relational Information 16%
• Graphical Formats 16%
• Graph Deep Learning 16%
• Numerical Exploration 16%
• Imbalanced Training 16%
• Prospectivity Mapping 16%
• Immediate Neighbors 16%
• Mineral Exploration 16%
• Copper-tin 16%
• Graph-based Machine Learning 16%
• Metal Commodities 16%

Computer Science

• Graph Neural Network 100%
• Machine Learning Algorithm 60%
• Machine Learning Technique 40%
• Data Exploration 40%
• Information Systems 40%
• Training Process 20%
• Training Dataset 20%
• Spatial Relation 20%
• Potential Issue 20%
• Spatial Relationship 20%
• Machine Learning 20%
• Learning System 20%
• Artificial Neural Network 20%

Earth and Planetary Sciences

• Machine Learning 100%
• Mineral Prospectivity Mapping 100%
• Information Systems 33%
• United Kingdom 16%
• Terrane 16%
• Geodynamics 16%
• Mineral Exploration 16%
• Artificial Neural Network 16%
• Iron 16%