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JMLR
2010
110views more  JMLR 2010»
15 years 1 months ago
Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization
Nonlinear dimensionality reduction methods are often used to visualize high-dimensional data, although the existing methods have been designed for other related tasks such as mani...
Jarkko Venna, Jaakko Peltonen, Kristian Nybo, Hele...
ACMSE
2006
ACM
15 years 9 months ago
Using visual attention to extract regions of interest in the context of image retrieval
Recent research on computational modeling of visual attention has demonstrated that a bottom-up approach to identifying salient regions within an image can be applied to diverse a...
Oge Marques, Liam M. Mayron, Gustavo B. Borba, Hum...
CHI
2001
ACM
16 years 3 months ago
Visual information foraging in a focus + context visualization
Eye tracking studies of the Hyperbolic Tree browser [10] suggest that visual search in focus+context displays is highly affected by information scent (i.e., local cues, such as te...
Peter Pirolli, Stuart K. Card, Mija M. Van Der Weg...
CRV
2005
IEEE
201views Robotics» more  CRV 2005»
15 years 9 months ago
Minimum Bayes Error Features for Visual Recognition by Sequential Feature Selection and Extraction
The extraction of optimal features, in a classification sense, is still quite challenging in the context of large-scale classification problems (such as visual recognition), inv...
Gustavo Carneiro, Nuno Vasconcelos
106
Voted
IV
2008
IEEE
74views Visualization» more  IV 2008»
15 years 9 months ago
The Potential for Synergy between Information Visualization and Software Engineering Visualization
To be provocative, it could be argued that information visualization is a tool in search of an application. This viewpoint becomes most apparent when one seeks to adopt and adapt ...
Orlena Gotel, Francis T. Marchese, Stephen J. Morr...