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ICML
2009
IEEE
16 years 3 months ago
Sparse Gaussian graphical models with unknown block structure
Recent work has shown that one can learn the structure of Gaussian Graphical Models by imposing an L1 penalty on the precision matrix, and then using efficient convex optimization...
Benjamin M. Marlin, Kevin P. Murphy
ICDE
1999
IEEE
139views Database» more  ICDE 1999»
16 years 4 months ago
Clustering Large Datasets in Arbitrary Metric Spaces
Clustering partitions a collection of objects into groups called clusters, such that similar objects fall into the same group. Similarity between objects is defined by a distance ...
Venkatesh Ganti, Raghu Ramakrishnan, Johannes Gehr...
CORR
2011
Springer
225views Education» more  CORR 2011»
14 years 10 months ago
Automatic Extraction of Open Space Area from High Resolution Urban Satellite Imagery
In the 21st century, Aerial and satellite images are information rich. They are also complex to analyze. For GIS systems, many features require fast and reliable extraction of ope...
B. G. Kodge, P. S. Hiremath
TABLETOP
2006
IEEE
15 years 9 months ago
Visualizing Audio in Group Table Conversation
In this work, we create social visualizations of aural group conversation. These visualizations are tailored to a table setting. Examples of such settings are a family sitting abo...
Karrie Karahalios, Tony Bergstrom
CIKM
2007
Springer
15 years 9 months ago
Effective top-k computation in retrieving structured documents with term-proximity support
Modern web search engines are expected to return top-k results efficiently given a query. Although many dynamic index pruning strategies have been proposed for efficient top-k com...
Mingjie Zhu, Shuming Shi, Mingjing Li, Ji-Rong Wen