Go to:
Logótipo
Comuta visibilidade da coluna esquerda
Você está em: Start > Publications > View > RUSE-WARMR: Rule Selection for Classifier Induction in Multi-Relational Data-Sets
Publication

RUSE-WARMR: Rule Selection for Classifier Induction in Multi-Relational Data-Sets

Title
RUSE-WARMR: Rule Selection for Classifier Induction in Multi-Relational Data-Sets
Type
Article in International Scientific Journal
Year
2008
Authors
Carlos Abreu Ferreira
(Author)
Other
The person does not belong to the institution. The person does not belong to the institution. The person does not belong to the institution. View Authenticus page Without ORCID
Joao Gama
(Author)
FEP
View Personal Page You do not have permissions to view the institutional email. Search for Participant Publications View Authenticus page View ORCID page
Vitor Santos Costa
(Author)
FCUP
View Personal Page You do not have permissions to view the institutional email. Search for Participant Publications View Authenticus page View ORCID page
Scientific classification
FOS: Natural sciences > Computer and information sciences
Other information
Authenticus ID: P-004-5GA
Abstract (EN): One of the major challenges in knowledge discovery is how to extract meaningful and useful knowledge from the complex structured data that one finds in Scientific and Technological applications. One approach is to explore the logic relations in the database and using, say, an Inductive Logic Programming (ILP) algorithm find descriptive and expressive patterns. These patterns can then be used as features to characterize the target concept, The effectiveness of these algorithms depends both upon the algorithm we use to generate the patterns and upon the classifier Rule mining provides an excellent framework for efficiently mining the interesting patterns that are relevant. We propose a novel method to select discriminative patterns and evaluate the effectiveness of this method on a complex discovery application of practical interest.
Language: English
Type (Professor's evaluation): Scientific
No. of pages: 8
Documents
We could not find any documents associated to the publication.
Related Publications

Of the same authors

Sequential Pattern Mining in Multi-relational Datasets (2010)
Article in International Conference Proceedings Book
Carlos Abreu Ferreira; Joao Gama; Vitor Santos Costa
Constrained Sequential Pattern Knowledge in Multi-relational Learning (2011)
Article in International Conference Proceedings Book
Carlos Abreu Ferreira; Joao Gama; Vitor Santos Costa
Recommend this page Top
Copyright 1996-2025 © Centro de Desporto da Universidade do Porto I Terms and Conditions I Acessibility I Index A-Z
Page created on: 2025-10-19 11:29:58 | Privacy Policy | Personal Data Protection Policy | Whistleblowing | Electronic Yellow Book