640 search results - page 57 / 128 » Watershed-Based Unsupervised Clustering |
125
click to vote
ECML
2005
Springer
15 years 1 months ago
2005
Springer
Although very widely used in unsupervised data mining, most clustering methods are affected by the instability of the resulting clusters w.r.t. the initialization of the algorithm ...
DATAMINE
2006
14 years 12 months ago
2006
Clustering with partial supervision finds its application in situations where data is neither entirely nor accurately labeled. This paper discusses a semisupervised clustering algo...
104
click to vote
PRL
2010
14 years 10 months ago
2010
: Organizing data into sensible groupings is one of the most fundamental modes of understanding and learning. As an example, a common scheme of scientific classification puts organ...
102
click to vote
ICML
2007
IEEE
16 years 19 days ago
2007
IEEE
By the term "quantization", we refer to the process of using quantum mechanics in order to improve a classical algorithm, usually by making it go faster. In this paper, ...
106
click to vote
CVPR
2008
IEEE
16 years 1 months ago
2008
IEEE
We propose an approach for learning visual models of object categories in an unsupervised manner in which we first build a large-scale complex network which captures the interacti...