Swarm-inspired data-driven approach for housing market segmentation: a case study of Taipei city

Keyphrases

• Taipei 100%
• Data-driven Approach 100%
• Projection Algorithm 100%
• Housing Market Segmentation 100%
• Submarkets 100%
• High Dimension 80%
• Clustering Methods 60%
• Hedonic Pricing 60%
• Statistical Clustering 60%
• Optimal number 40%
• Statistical Explanation 40%
• Principal Coordinate Analysis (PCoA) 20%
• Prediction Accuracy 20%
• K-means 20%
• Prediction Error 20%
• Market Segmentation 20%
• Stable Reduction 20%
• Globally Optimal 20%
• Low Variance 20%
• Housing Submarkets 20%
• Hedonic Prices 20%
• Single Market 20%

Computer Science

• Case Study 100%
• High Dimensionality 100%
• Driven Approach 100%
• Clustering Method 75%
• Principal Components 25%
• Component Analysis 25%
• Prediction Error 25%
• K-Means Clustering 25%
• Predictive Accuracy 25%

Engineering

• Dimensionality 100%
• Principal Components 25%
• Component Analysis 25%
• Prediction Error 25%
• Single Market 25%