250 search results - page 8 / 50 » A Parameter-Free Associative Classification Method |
ICDM
2005
IEEE
14 years 2 months ago
2005
IEEE
In this paper we examine the effect that the choice of support and confidence thresholds has on the accuracy of classifiers obtained by Classification Association Rule Mining. ...
DEXA
2008
Springer
13 years 10 months ago
2008
Springer
The usage of descriptive data mining methods for predictive purposes is a recent trend in data mining research. It is well motivated by the understandability of learned models, the...
CIBCB
2009
IEEE
13 years 9 months ago
2009
IEEE
Protein structure similarity and classification methods have many applications in protein function prediction and associated fields (e.g. drug discovery). In this paper, we propose...
ADBIS
2007
Springer
14 years 2 months ago
2007
Springer
In solving the classification problem in relational data mining, traditional methods, for example, the C4.5 and its variants, usually require data transformations from datasets sto...
GFKL
2007
Springer
14 years 14 days ago
2007
Springer
In this paper, we present an algorithm to identify types of places and objects from 2D and 3D laser range data obtained in indoor environments. Our approach is a combination of a c...