5096 search results - page 197 / 1020 » Landscape of Clustering Algorithms |
157
click to vote
ICCS
2005
Springer
15 years 11 months ago
2005
Springer
Abstract. The divisive MinMaxCut algorithm of Ding et al. [3] produces more accurate clustering results than existing document cluster methods. Multilevel algorithms [4, 1, 5, 7] h...
197
click to vote
KDD
2009
ACM
16 years 6 months ago
2009
ACM
Spectral clustering refers to a flexible class of clustering procedures that can produce high-quality clusterings on small data sets but which has limited applicability to large-s...
183
click to vote
ICIP
2000
IEEE
16 years 7 months ago
2000
IEEE
In this paper, we presentan approach to clustering images for efficient retrieval using relative entropy. We start with the assumption that visual features are represented by prob...
232
click to vote
BMCBI
2007
15 years 6 months ago
2007
Background: Detecting groups of functionally related proteins from their amino acid sequence alone has been a long-standing challenge in computational genome research. Several clu...
161
click to vote
STACS
2010
Springer
16 years 1 months ago
2010
Springer
We study the online clustering problem where data items arrive in an online fashion. The algorithm maintains a clustering of data items into similarity classes. Upon arrival of v, ...