196 search results - page 1 / 40 » A Dataset Decomposition Approach to Data Mining and Machine ... |
KDD
1997
ACM
13 years 9 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...
KDD
1995
ACM
13 years 8 months ago
1995
ACM
The main objective of machine discovery is the determination of relations between data and of data models. In the paper we describe a method for discovery of data models represent...
MLDM
2009
Springer
13 years 11 months ago
2009
Springer
Existing data mining techniques mostly focus on finding global patterns and lack the ability to systematically discover regional patterns. Most relationships in spatial datasets ar...
GFKL
2007
Springer
13 years 8 months ago
2007
Springer
In many classification applications, Support Vector Machines (SVMs) have proven to be highly performing and easy to handle classifiers with very good generalization abilities. Howe...
RSCTC
1998
Springer
13 years 9 months ago
1998
Springer
Abstract. Institutional databases can be instrumental in understanding a business process, but additional data may broaden the empirical perspective on the investigated process. We...