196 search results - page 3 / 40 » A Dataset Decomposition Approach to Data Mining and Machine ... |
ICDM
2003
IEEE
13 years 11 months ago
2003
IEEE
In this paper we study the problem of classifying chemical compound datasets. We present a sub-structure-based classification algorithm that decouples the sub-structure discovery...
ICDM
2010
IEEE
13 years 3 months ago
2010
IEEE
Whenever a dataset has multiple discrete target variables, we want our algorithms to consider not only the variables themselves, but also the interdependencies between them. We pro...
APCHI
2004
IEEE
13 years 9 months ago
2004
IEEE
Haiku is a data mining system which combines the best properties of human and machine discovery. An self organising visualisation system is coupled with a genetic algorithm to prov...
AMAI
2007
Springer
13 years 5 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...
KDD
2009
ACM
2009
ACM
Surveying the complementary role of automatic data analysis and visualization in knowledge discovery
14 years 16 days ago
The aim of this work is to survey and reflect on the various ways to integrate visualization and data mining techniques toward a mixed-initiative knowledge discovery taking the be...