5096 search results - page 119 / 1020 » Landscape of Clustering Algorithms |
148
click to vote
HPCC
2007
Springer
15 years 10 months ago
2007
Springer
Clustering of data has numerous applications and has been studied extensively. It is very important in Bioinformatics and data mining. Though many parallel algorithms have been des...
141
click to vote
CAINE
2003
15 years 6 months ago
2003
Clustering is the process of subdividing an input data set into a desired number of subgroups so that members of the same subgroup are similar and members of different subgroups h...
122
click to vote
ACIVS
2006
Springer
15 years 10 months ago
2006
Springer
In fuzzy clustering, the fuzzy c-means (FCM) algorithm is the best known and most used method. Although FCM is a very useful method, it is sensitive to noise and outliers so that W...
137
click to vote
ISBRA
2007
Springer
15 years 10 months ago
2007
Springer
Clustering algorithms are employed in many bioinformatics tasks, including categorization of protein sequences and analysis of gene-expression data. Although these algorithms are r...
135
click to vote
PRL
2007
15 years 4 months ago
2007
We present a method for initialising the K-means clustering algorithm. Our method hinges on the use of a kd-tree to perform a density estimation of the data at various locations. ...