253 search results - page 5 / 51 » SCAN: a structural clustering algorithm for networks |
ICML
2007
IEEE
16 years 13 days ago
2007
IEEE
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...
113
click to vote
KES
2000
Springer
15 years 3 months ago
2000
Springer
We propose a hierarchical, unsupervised clustering algorithm (TreeGCS) based upon the Growing Cell Structure (GCS) neural network of Fritzke. Our algorithm improves an inconsisten...
68
Voted
KDD
2004
ACM
16 years 19 hour ago
2004
ACM
d Abstract] Christian Borgs Jennifer Chayes Mohammad Mahdian Amin Saberi We propose to use the community structure of Usenet for organizing and retrieving the information stored i...
110
click to vote
BMCBI
2008
2008
Modifying the DPClus algorithm for identifying protein complexes based on new topological structures
14 years 11 months ago
Background: Identification of protein complexes is crucial for understanding principles of cellular organization and functions. As the size of protein-protein interaction set incr...
73
Voted
IJBRA
2007
14 years 11 months ago
2007
: Clustering protein-protein interaction networks (PINs) helps to identify complexes that guide the cell machinery. Clustering algorithms often create a flat clustering, without co...