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» Testing the significance of attribute interactions
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ICML
2004
IEEE
14 years 5 months ago
Testing the significance of attribute interactions
Attribute interactions are the irreducible dependencies between attributes. Interactions underlie feature relevance and selection, the structure of joint probability and classific...
Aleks Jakulin, Ivan Bratko
DEXAW
2003
IEEE
113views Database» more  DEXAW 2003»
13 years 10 months ago
Using Repertory Grids to Test Data Quality and Experts' Hunches
The ‘theorise-inquire’ technique is described, which supports the testing of both experts’ hunches and the quality of data sources. This technique is useful for the identifi...
Simone Stumpf, Janet McDonnell
EDM
2009
104views Data Mining» more  EDM 2009»
13 years 2 months ago
Visualization of Differences in Data Measuring Mathematical Skills
Identification of significant differences in sets of data is a common task of data mining. This paper describes a novel visualization technique that allows the user to interactivel...
Lukás Zoubek, Michal Burda
CHI
2009
ACM
13 years 11 months ago
Interactivity attributes: a new way of thinking and describing interactivity
We propose a new perspective, seeing interactivity that is the immaterial part of an interactive artifact as something concretely describable and perceivable as we do with physica...
Youn-Kyung Lim, Sang-Su Lee, Kwang-young Lee
RECOMB
2010
Springer
13 years 6 months ago
Algorithms for Detecting Significantly Mutated Pathways in Cancer
Abstract. Recent genome sequencing studies have shown that the somatic mutations that drive cancer development are distributed across a large number of genes. This mutational heter...
Fabio Vandin, Eli Upfal, Benjamin J. Raphael