Spatial Data Mining CSE 6331, Fall 1999

11/30/99


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Table of Contents

Spatial Data Mining CSE 6331, Fall 1999

What I shall be talking about….

Introduction (What, Why and Where Spatial Data Mining)

Orthodox Methods

Some primitives

Spatial Data Structures, Computations

Data Organization of a Spatial Database

Spatial Data Mining Architecture

Generalization Based Knowledge Discovery

Spatial Attribute Concept Hierarchy

Generalization Based Knowledge Discovery

Spatial Data-Dominant Generalization

Spatial-Data-Dominant Generalization

Non-Spatial-Data Dominant Generalization

Non-Spatial-Data Dominant Generalization

What’s the problem with Generalized Data Mining Techniques

Spatial Association Rules

Topological Relations Hierarchy

Spatial Association Rules

GeoMiner: A Spatial Data Mining Tool

Geo-Characterizer

PPT Slide

Geo-Associator

Future Work and Directions

Conclusion

References

Author: Ajay Gupta

Email: ajay_gupta0512@hotmail.com