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NIPS
2001
13 years 10 months ago
Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering
Drawing on the correspondence between the graph Laplacian, the Laplace-Beltrami operator on a manifold, and the connections to the heat equation, we propose a geometrically motiva...
Mikhail Belkin, Partha Niyogi
BMCBI
2007
145views more  BMCBI 2007»
13 years 9 months ago
Colony size measurement of the yeast gene deletion strains for functional genomics
Background: Numerous functional genomics approaches have been developed to study the model organism yeast, Saccharomyces cerevisiae, with the aim of systematically understanding t...
Negar Memarian, Matthew Jessulat, Javad Alirezaie,...
CACM
2000
130views more  CACM 2000»
13 years 9 months ago
Visual Generalization in Programming by Example
In Programming by Example [PBE, also sometimes called "Programming by Demonstration"] systems, the system records actions performed by a user in the interface, and produ...
Robert St. Amant, Henry Lieberman, Richard Potter,...
BMCBI
2007
156views more  BMCBI 2007»
13 years 9 months ago
Large-scale clustering of CAGE tag expression data
Background: Recent analyses have suggested that many genes possess multiple transcription start sites (TSSs) that are differentially utilized in different tissues and cell lines. ...
Kazuro Shimokawa, Yuko Okamura-Oho, Takio Kurita, ...
IVS
2007
110views more  IVS 2007»
13 years 9 months ago
An automated approach for the optimization of pixel-based visualizations
During the last two decades, a wide variety of advanced methods for the visual exploration of large data sets have been proposed. For most of these techniques user interaction has...
Jörn Schneidewind, Mike Sips, Daniel A. Keim