Sciweavers

5046 search results - page 16 / 1010
» Non-redundant data clustering
Sort
View
GECCO
2008
Springer
171views Optimization» more  GECCO 2008»
15 years 23 days ago
Particle swarm clustering ensemble
Extracting natural groups of the unlabeled data is known as clustering. To improve the stability and robustness of the clustering outputs, clustering ensembles have emerged recent...
Abbas Ahmadi, Fakhri Karray, Mohamed Kamel
CLUSTER
2000
IEEE
14 years 11 months ago
Mixed data and task parallelism with HPF and PVM
Salvatore Orlando, Paolo Palmerini, Raffaele Pereg...
ICDM
2009
IEEE
175views Data Mining» more  ICDM 2009»
14 years 9 months ago
Maximum Margin Clustering with Multivariate Loss Function
This paper presents a simple but powerful extension of the maximum margin clustering (MMC) algorithm that optimizes multivariate performance measure specifically defined for clust...
Bin Zhao, James Tin-Yau Kwok, Changshui Zhang
COLING
2002
14 years 11 months ago
A Method of Cluster-Based Indexing of Textual Data
This paper presents a framework for clustering in text-based information retrieval systems. The prominent feature of the proposed method is that documents, terms, and other relate...
Akiko N. Aizawa
APBC
2004
164views Bioinformatics» more  APBC 2004»
15 years 1 months ago
Cluster Ensemble and Its Applications in Gene Expression Analysis
Huge amount of gene expression data have been generated as a result of the human genomic project. Clustering has been used extensively in mining these gene expression data to find...
Xiaohua Hu, Illhoi Yoo