Table of Contents
Data Mining and Physics Analysis Tools
Data Mining?
Mining for Association Rules
Standard Data Mining Questions
Standard Techniques in “Siftware”
Other Kinds of Siftware Tools
Some Definitions of Data Mining
Some Definitions of Data Mining
Common Threads
What do physicists mean by data mining?
Data architectures to support physics data mining
Tag Databases
DOE Grand Challenge Project for High Energy and Nuclear Physics
General Motivation
Query Estimator
What comprises a query?
Collections as Queries
Storage Manager
Order Optimized Iterator
Notes on Order Optimized Iteration
Parallel Iteration
GCA Components and CORBA
GCA Components and Objectivity
Physics Analysis with the GCA Architecture
Process Flow
Less Ambitious Models: Data Trains/Carousels
Data Trains/Carousels
Datastores for Physics Analysis
Physicists and Canonical Data Mining
Rough Sets in Physics Data Mining
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Author: David Malon
Email: malon@anl.gov
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