1347 search results - page 59 / 270 » Using Clustering Methods for Discovering Event Structures |
148
click to vote
ISNN
2004
Springer
15 years 7 months ago
2004
Springer
This paper proposes a novel hierarchical clustering method that can classify given data without specified knowledge of the number of classes. In this method, at each node of a hie...
129
click to vote
FUZZIEEE
2007
IEEE
15 years 8 months ago
2007
IEEE
In this paper, we present a local, adaptive optimization scheme for adjusting the number of clusters in fuzzy C-means clustering. This method is especially motivated by online app...
124
Voted
SIGIR
2002
ACM
15 years 2 months ago
2002
ACM
In this paper, we propose a document clustering method that strives to achieve: (1) a high accuracy of document clustering, and (2) the capability of estimating the number of clus...
106
click to vote
NIPS
2000
15 years 3 months ago
2000
We present a novel method for clustering using the support vector machine approach. Data points are mapped to a high dimensional feature space, where support vectors are used to d...
204
click to vote
VLDB
2007
ACM
16 years 2 months ago
2007
ACM
Abstract The notorious "dimensionality curse" is a wellknown phenomenon for any multi-dimensional indexes attempting to scale up to high dimensions. One well-known approa...