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» Measuring complexity by measuring structure and organization
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CORR
2010
Springer
249views Education» more  CORR 2010»
14 years 9 months ago
Performance Analysis of Spectral Clustering on Compressed, Incomplete and Inaccurate Measurements
Spectral clustering is one of the most widely used techniques for extracting the underlying global structure of a data set. Compressed sensing and matrix completion have emerged a...
Blake Hunter, Thomas Strohmer
PRIS
2007
14 years 11 months ago
A Novel Distance Measure for Interval Data
Interval data is attracting attention from the data analysis community due to its ability to describe complex concepts. Since clustering is an important data analysis tool, extendi...
Jie Ouyang, Ishwar K. Sethi
76
Voted
ICDM
2008
IEEE
168views Data Mining» more  ICDM 2008»
15 years 4 months ago
Measuring Proximity on Graphs with Side Information
This paper studies how to incorporate side information (such as users’ feedback) in measuring node proximity on large graphs. Our method (ProSIN) is motivated by the well-studie...
Hanghang Tong, Huiming Qu, Hani Jamjoom
JUCS
2010
167views more  JUCS 2010»
14 years 8 months ago
Ontology based Approach in Knowledge Sharing Measurement
: For many years, physical asset indicators were the main evidence of an organization’s successful performance. However, the situation has changed following the revolution of inf...
Behrang Zadjabbari, Pornpit Wongthongtham, Farookh...
69
Voted
RECOMB
2005
Springer
15 years 10 months ago
A Partial Solution to the C-Value Paradox
In the half-century since the C-value paradox (the apparent lack of correlation between organismal genome size and morphological complexity) was described, there have been no expli...
Jeffrey M. Marcus