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CIKM
2006
Springer
15 years 10 months ago
Designing semantics-preserving cluster representatives for scientific input conditions
Aparna S. Varde, Elke A. Rundensteiner, Carolina R...
CVPR
2008
IEEE
16 years 8 months ago
Context-aware clustering
Most existing methods of semi-supervised clustering introduce supervision from outside, e.g., manually label some data samples or introduce constrains into clustering results. Thi...
Junsong Yuan, Ying Wu
CIT
2007
Springer
16 years 17 days ago
Performance Assessment of Some Clustering Algorithms Based on a Fuzzy Granulation-Degranulation Criterion
In this paper a fuzzy quantization dequantization criterion is used to propose an evaluation technique to determine the appropriate clustering algorithm suitable for a particular ...
Sriparna Saha, Sanghamitra Bandyopadhyay
CIKM
2006
Springer
15 years 10 months ago
Adaptive non-linear clustering in data streams
Data stream clustering has emerged as a challenging and interesting problem over the past few years. Due to the evolving nature, and one-pass restriction imposed by the data strea...
Ankur Jain, Zhihua Zhang, Edward Y. Chang
ECIR
2003
Springer
15 years 7 months ago
Clustering and Visualization in a Multi-lingual Multi-document Summarization System
Abstract. To measure the similarity of words, sentences, and documents is one of the major issues in multi-lingual multi-document summarization. This paper presents five strategies...
Hsin-Hsi Chen, June-Jei Kuo, Tsei-Chun Su