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ASPDAC
1999
ACM
107views Hardware» more  ASPDAC 1999»
15 years 10 months ago
New Multilevel and Hierarchical Algorithms for Layout Density Control
Certain manufacturing steps in very deep submicron VLSI involve chemical-mechanical polishing CMP which has varying e ects on device and interconnect features, depending on loca...
Andrew B. Kahng, Gabriel Robins, Anish Singh, Alex...
KDD
1998
ACM
123views Data Mining» more  KDD 1998»
15 years 10 months ago
Scaling Clustering Algorithms to Large Databases
Practical clustering algorithms require multiple data scans to achieve convergence. For large databases, these scans become prohibitively expensive. We present a scalable clusteri...
Paul S. Bradley, Usama M. Fayyad, Cory Reina
PAMI
1998
128views more  PAMI 1998»
15 years 6 months ago
A Hierarchical Latent Variable Model for Data Visualization
—Visualization has proven to be a powerful and widely-applicable tool for the analysis and interpretation of multivariate data. Most visualization algorithms aim to find a projec...
Christopher M. Bishop, Michael E. Tipping
IPM
2006
64views more  IPM 2006»
15 years 6 months ago
Text mining without document context
We consider a challenging clustering task: the clustering of muti-word terms without document co-occurrence information in order to form coherent groups of topics. For this task, ...
Eric SanJuan, Fidelia Ibekwe-Sanjuan
ICDE
2007
IEEE
165views Database» more  ICDE 2007»
16 years 7 months ago
Distance Based Subspace Clustering with Flexible Dimension Partitioning
Traditional similarity or distance measurements usually become meaningless when the dimensions of the datasets increase, which has detrimental effects on clustering performance. I...
Guimei Liu, Jinyan Li, Kelvin Sim, Limsoon Wong