2227 search results - page 56 / 446 » Graph Mining based on a Data Partitioning Approach |
87
Voted
ICDM
2002
IEEE
15 years 5 months ago
2002
IEEE
In this paper, we introduce an algebraic approach to the foundations of data mining. Our approach is based upon two algebras of functions de ned over a common state space X and a ...
98
Voted
KDD
1997
ACM
15 years 4 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...
178
click to vote
ICDE
2004
IEEE
16 years 1 months ago
2004
IEEE
Query optimization in data integration requires source coverage and overlap statistics. Gathering and storing the required statistics presents many challenges, not the least of wh...
98
Voted
FOIKS
2008
Springer
15 years 2 months ago
2008
Springer
This paper investigates an extension of classification trees to deal with uncertain information where uncertainty is encoded in possibility theory framework. Class labels in data s...
122
Voted
IEAAIE
2004
Springer
15 years 5 months ago
2004
Springer
Abstract. The aim of our research was to apply well-known data mining techniques (such as linear neural networks, multi-layered perceptrons, probabilistic neural networks, classifi...