2277 search results - page 54 / 456 » Clustering by pattern similarity in large data sets |
NIPS
2008
13 years 10 months ago
2008
Aiming towards the development of a general clustering theory, we discuss abstract axiomatization for clustering. In this respect, we follow up on the work of Kleinberg, ([1]) tha...
INFOVIS
2005
IEEE
14 years 2 months ago
2005
IEEE
In order to gain insight into multivariate data, complex structures must be analysed and understood. Parallel coordinates is an excellent tool for visualizing this type of data bu...
ICPR
2002
IEEE
14 years 1 months ago
2002
IEEE
Testing for uniformity of multivariate data is the initial step in exploratory pattern analysis. We propose a new uniformity testing method, which first computes the maximum (sta...
IDEAL
2004
Springer
14 years 2 months ago
2004
Springer
Abstract. Earlier research has resulted in the production of an ‘allrules’ algorithm for data-mining that produces all conjunctive rules of above given confidence and coverage...
AAAI
2006
13 years 10 months ago
2006
We present a novel framework for multi-label learning that explicitly addresses the challenge arising from the large number of classes and a small size of training data. The key a...