174 search results - page 4 / 35 » Implications of Probabilistic Data Modeling for Mining Assoc... |
KDD
2002
ACM
14 years 7 months ago
2002
ACM
This paper proposes a new classification method based on association rule mining. This association rule-based classifier is experimented on a real dataset; a database of medical i...
KDD
2002
ACM
14 years 7 months ago
2002
ACM
This paper presents two classification systems for medical images based on association rule mining. The system we propose consists of: a pre-processing phase, a phase for mining th...
PKDD
2004
Springer
13 years 12 months ago
2004
Springer
In this paper we propose a novel spatial associative classifier method based on a multi-relational approach that takes spatial relations into account. Classification is driven by s...
SDM
2004
SIAM
13 years 8 months ago
2004
SIAM
In this paper we propose a method for grouping and summarizing large sets of association rules according to the items contained in each rule. We use hierarchical clustering to par...
KDD
2006
ACM
14 years 7 months ago
2006
ACM
A new class of associations (polynomial itemsets and polynomial association rules) is presented which allows for discovering nonlinear relationships between numeric attributes wit...