73 search results - page 1 / 15 » Relational concept discovery in structured datasets |
AMAI
2007
Springer
13 years 4 months ago
2007
Springer
Relational datasets, i.e., datasets in which individuals are described both by their own features and by their relations to other individuals, arise from various sources such as d...
IADIS
2008
13 years 6 months ago
2008
Multi-relational data mining has become popular due to the limitations of propositional problem definition in structured domains and the tendency of storing data in relational dat...
ACSC
2009
IEEE
13 years 11 months ago
2009
IEEE
Most text mining methods are based on representing documents using a vector space model, commonly known as a bag of word model, where each document is modeled as a linear vector r...
KDD
1997
ACM
13 years 8 months ago
1997
ACM
We present a novel data mining approach based on decomposition. In order to analyze a given dataset, the method decomposes it to a hierarchy of smaller and less complex datasets t...
SDM
2009
SIAM
14 years 1 months ago
2009
SIAM
Large amounts of remotely sensed data calls for data mining techniques to fully utilize their rich information content. In this paper, we study new means of discovery and summariz...