Explainable Artificial Intelligence for Machine Learning-Based Photogrammetric Point Cloud Classification

Keyphrases

• Machine Learning Models 100%
• Overall Accuracy 100%
• Point Cloud 100%
• Machine Learning Based 100%
• Point Cloud Classification 100%
• Shapley Additive Explanations 100%
• Explainable Artificial Intelligence 100%
• Cadastre 100%
• Explainability 100%
• Photogrammetric Point Cloud 100%
• Artificial Intelligence Techniques 66%
• LightGBM 66%
• XGBoost 66%
• Explanatory Analysis 66%
• Feature Selection 33%
• Random Forest 33%
• Classification Performance 33%
• Filter Method 33%
• Machine Learning Approach 33%
• Geometric Features 33%
• Spatial Modeling 33%
• Object Classification 33%
• Information Gain 33%
• Spectral Features 33%
• Building Data 33%
• Semantic Information 33%
• 3D Data 33%
• Classification Issues 33%
• ReliefF Method 33%
• Feature Select 33%
• Black Box Machine Learning 33%

Earth and Planetary Sciences

• Machine Learning 100%
• Cloud Classification 100%
• Artificial Intelligence 100%
• Spatial Modeling 20%

Chemical Engineering

• Artificial Intelligence 100%
• Learning System 100%