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Self-Tuning Association Rules for KNIME

Published on Nov 11, 20113970 Views

Javier de la Dehesa

WAPA 2011 - Castro Urdiales

Related categories

Data Mining

Chapter list

Self-Tuning Association Rules for KNIME00:00
Outline00:59
The porting problem02:15
From Python to KNIME02:19
Porting issues02:41
Integrating data types04:47
Representing transactions04:48
Representing closures and rules07:31
Structural design08:45
Python class diagram08:48
Rearranging the structure11:23
KNIME class diagram13:01
Memory management13:23
Managing resources13:27
Setting thresholds16:22
Iterators17:54
Iterators in Python17:56
Iterators in Java19:06
Comparative implementation. Closure miner20:11
Comparative implementation. Lattice21:48
Comparative implementation. Rule miner22:47
Input/output23:41
Python Yacaree23:43
KNIME Yacaree24:26
A quick demo25:53
Conclusions (1)31:28
Conclusions (2)31:29