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» FACT: A New Fuzzy Adaptive Clustering Technique
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BMCBI
2005
122views more  BMCBI 2005»
14 years 11 months ago
GenClust: A genetic algorithm for clustering gene expression data
Background: Clustering is a key step in the analysis of gene expression data, and in fact, many classical clustering algorithms are used, or more innovative ones have been designe...
Vito Di Gesù, Raffaele Giancarlo, Giosu&egr...
DKE
2007
153views more  DKE 2007»
14 years 11 months ago
Adaptive similarity search in streaming time series with sliding windows
The challenge in a database of evolving time series is to provide efficient algorithms and access methods for query processing, taking into consideration the fact that the databas...
Maria Kontaki, Apostolos N. Papadopoulos, Yannis M...
CLA
2007
15 years 1 months ago
Representing Numeric Values in Concept Lattices
Formal Concept Analysis is based on the occurrence of symbolic attributes in individual objects, or observations. But, when the attribute is numeric, treatment has been awkward. In...
John L. Pfaltz
ICML
2007
IEEE
16 years 16 days ago
Graph clustering with network structure indices
Graph clustering has become ubiquitous in the study of relational data sets. We examine two simple algorithms: a new graphical adaptation of the k-medoids algorithm and the Girvan...
Matthew J. Rattigan, Marc Maier, David Jensen
IPPS
2005
IEEE
15 years 5 months ago
QoS Aware Job Scheduling in a Cluster-Based Web Server for Multimedia Applications
We propose a cluster-based web server where a few computing nodes are separately reserved for high-performance computing applications, such as multimedia, SSL, and CGI. As an exam...
Jiani Guo, Laxmi N. Bhuyan, Raj Kumar, Sujoy Basu