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» An overview of clustering methods
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AI
2009
Springer
14 years 3 months ago
An Ontology-Based Spatial Clustering Selection System
Spatial clustering, which groups similar spatial objects into classes, is an important research topic in spatial data mining. Many spatial clustering methods have been developed re...
Wei Gu, Xin Wang, Danielle Ziébelin
AAAI
2007
13 years 11 months ago
Clustering with Local and Global Regularization
Clustering is an old research topic in data mining and machine learning communities. Most of the traditional clustering methods can be categorized local or global ones. In this pa...
Fei Wang, Changshui Zhang, Tao Li
ASPDAC
2006
ACM
93views Hardware» more  ASPDAC 2006»
14 years 2 months ago
Electrothermal analysis and optimization techniques for nanoscale integrated circuits
Abstract— With technology scaling, on-chip power densities are growing steadily, leading to the point where temperature has become an important consideration in the design of ele...
Yong Zhan, Brent Goplen, Sachin S. Sapatnekar
SIGIR
2003
ACM
14 years 2 months ago
Document clustering based on non-negative matrix factorization
In this paper, we propose a novel document clustering method based on the non-negative factorization of the termdocument matrix of the given document corpus. In the latent semanti...
Wei Xu, Xin Liu, Yihong Gong
PKDD
2010
Springer
177views Data Mining» more  PKDD 2010»
13 years 7 months ago
ITCH: Information-Theoretic Cluster Hierarchies
Hierarchical clustering methods are widely used in various scientific domains such as molecular biology, medicine, economy, etc. Despite the maturity of the research field of hie...
Christian Böhm, Frank Fiedler, Annahita Oswal...