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Local Patterns: Theory and Practice of Constraint-Based Relational Subgroup Discovery
The paper deals with the theory and practice of constraint-based relational subgroup discovery...
JC - Počítačový hardware a software
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
RSD: Relational Subgroup Discovery through First-order Feature Construction
The paper presents a methodology for relational subgroup discovery. First a set of first-order logic features is constructed that is used as the data attribute set. Then a propositional rule learning algorithm is used, adap...
JC - Počítačový hardware a software
- 2003 •
- D
Rok uplatnění
D - Stať ve sborníku
Relational Subgroup Discovery through First-order Feature Construction
and prediction tasks. However, relational rule learning can be adapted also to subgroup discovery. This paper proposes a propositionalization approach to relational subgroup discovery, achieved t...
JC - Počítačový hardware a software
- 2001 •
- D
Rok uplatnění
D - Stať ve sborníku
Using Constraints in Relational Subgroup Discovery
Using Constraints in Relational Subgroup Discovery...
JC - Počítačový hardware a software
- 2003 •
- D
Rok uplatnění
D - Stať ve sborníku
Constraint-Based Relational Subgroup Discovery
Constraint-Based Relational Subgroup Discovery...
JC - Počítačový hardware a software
- 2003 •
- D
Rok uplatnění
D - Stať ve sborníku
RSD - Relational Subgroup Discovery
RSD is a system for relational subgroup discovery in individual-centered domains RSD can however be useful as well in tasks other than subgroup discovery, as long as they require to generate a propositiona...
JC - Počítačový hardware a software
- 2006 •
- X
Rok uplatnění
X - Nezařazeno
Propositionalization based relational subgroup discovery with RSD
Relational rule learning algorithms are typically designed to construct classification and prediction rules. However, relational rule learning can be adapted also to subgroup discovery. This paper proposes a propos...
JC - Počítačový hardware a software
- 2006 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Relational Subgroup Discovery for Descriptive Analysis of Microarray Data
This paper presents a method that uses gene ontologies, together with the paradigm of relational subgroup discovery, to help find description of groups of genes differentially expressed in specific cancers....
JC - Počítačový hardware a software
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Relational Pattern and Subgroup Discovery in CAD Documents
This paper applies the methodology of subgroup discovery which first seeks frequent structural patterns in CAD designs and then discovers interesting (large and class-biased) design subgroups defined in terms of the frequen...
JC - Počítačový hardware a software
- 2007 •
- D
Rok uplatnění
D - Stať ve sborníku
Subgroup Discovery through Bump Hunting on Relational Histograms
We propose an approach to subgroup discovery in relational databases containing numerical attributes. The approach is based on detecting bumps in histograms constructed relational database. The approach is evaluate...
IN - Informatika
- 2012 •
- D
Rok uplatnění
D - Stať ve sborníku
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