754 search results - page 12 / 151 » Robust information-theoretic clustering |
ICML
2008
IEEE
15 years 10 months ago
2008
IEEE
Previous work has shown that the difficulties in learning deep generative or discriminative models can be overcome by an initial unsupervised learning step that maps inputs to use...
75
Voted
ICCS
2005
Springer
15 years 3 months ago
2005
Springer
: String barcoding is a recently introduced technique for genomic based identification of microorganisms. In this paper we describe the engineering of highly scalable algorithms fo...
ICDM
2007
IEEE
15 years 3 months ago
2007
IEEE
Consensus clustering and semi-supervised clustering are important extensions of the standard clustering paradigm. Consensus clustering (also known as aggregation of clustering) ca...
81
Voted
IJIT
2004
14 years 11 months ago
2004
In the last decades, a number of robust fuzzy clustering algorithms have been proposed to partition data sets affected by noise and outliers. Robust fuzzy C-means (robust-FCM) is c...
ISPAN
2005
IEEE
15 years 3 months ago
2005
IEEE
In this paper, we propose the coordinated robust routing (CRR) scheme to address the fault tolerance requirements in the layered wireless sensor networks. In the proposed scheme, ...