5209 search results - page 35 / 1042 » Multiobjective Data Clustering |
75
Voted
TKDE
2008
14 years 10 months ago
2008
In this paper, we present an agglomerative fuzzy K-Means clustering algorithm for numerical data, an extension to the standard fuzzy K-Means algorithm by introducing a penalty term...
94
Voted
CSDA
2007
14 years 10 months ago
2007
Stability in cluster analysis is strongly dependent on the data set, especially on how well separated and how homogeneous the clusters are. In the same clustering, some clusters m...
IJCNN
2006
IEEE
15 years 4 months ago
2006
IEEE
— The optimization of classification systems is often confronted by the solution over-fit problem. Solution over-fit occurs when the optimized classifier memorizes the traini...
CODES
2004
IEEE
15 years 2 months ago
2004
IEEE
In this paper we present an approach to multi-objective exploration of the mapping space of a mesh-based network-on-chip architecture. Based on evolutionary computing techniques, ...
94
Voted
ICDM
2006
IEEE
15 years 4 months ago
2006
IEEE
Most clustering algorithms are partitional in nature, assigning each data point to exactly one cluster. However, several real world datasets have inherently overlapping clusters i...