3395 search results - page 90 / 679 » A Statistical Clustering Model and Algorithm |
151
click to vote
ECML
2001
Springer
15 years 9 months ago
2001
Springer
In many applications, modelling techniques are necessary which take into account the inherent variability of given data. In this paper, we present an approach to model class speciï...
121
click to vote
KDD
2003
ACM
16 years 5 months ago
2003
ACM
Two-dimensional contingency or co-occurrence tables arise frequently in important applications such as text, web-log and market-basket data analysis. A basic problem in contingenc...
137
click to vote
STOC
2003
ACM
16 years 5 months ago
2003
ACM
We study clustering problems in the streaming model, where the goal is to cluster a set of points by making one pass (or a few passes) over the data using a small amount of storag...
167
click to vote
IDEAS
2006
IEEE
15 years 11 months ago
2006
IEEE
We present a parallel version of BIRCH with the objective of enhancing the scalability without compromising on the quality of clustering. The incoming data is distributed in a cyc...
148
click to vote
EOR
2007
15 years 4 months ago
2007
In this paper is presented a new model for data clustering, which is inspired from the selfassembly behavior of real ants. Real ants can build complex structures by connecting the...