Introduction to Spatial Data Science with GeoDa

Introduction to Spatial Data Science with GeoDa

Volume 2: Clustering Spatial Data

Anselin, Luc

Taylor & Francis Ltd

05/2024

210

Dura

9781032713021

Pré-lançamento - envio 15 a 20 dias após a sua edição

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1. Introduction

Part 1: Dimension Reduction

2. Principal Component Analysis (PCA)

3. Multidimensional Scaling (MDS)

4. Stochastic Neighbor Embedding (SNE)

Part 2: Classic Clustering

5. Hierarchical Clustering Methods

6. Partioning Clustering Methods

7. Advanced Clustering Methods

8. Spectral Clustering

Part 3: Spatial Clustering

9. Spatializing Classic Clustering Methods

10. Spatially Constrained Clustering - Hierarchical Methods

11. Spatially Constrained Clustering - Partitioning Methods

Part 4: Assessment

12. Cluster Validation
cartography