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ML
2010
ACM
127views Machine Learning» more  ML 2010»
13 years 8 months ago
Stability and model selection in k-means clustering
Abstract Clustering Stability methods are a family of widely used model selection techniques for data clustering. Their unifying theme is that an appropriate model should result in...
Ohad Shamir, Naftali Tishby
FAC
2010
121views more  FAC 2010»
13 years 7 months ago
Blaming the client: on data refinement in the presence of pointers
Data refinement is a common approach to reasoning about programs, based on establishing that te program indeed satisfies all the required properties imposed by an intended abstract...
Ivana Filipovic, Peter W. O'Hearn, Noah Torp-Smith...
KAIS
2008
221views more  KAIS 2008»
13 years 10 months ago
Forecasting skewed biased stochastic ozone days: analyses, solutions and beyond
Much work on skewed, stochastic, high dimensional, and biased datasets usually implicitly solve each problem separately. Recently, we have been approached by Texas Commission on En...
Kun Zhang, Wei Fan
INTERACT
2003
13 years 11 months ago
A Design System based on Architectural Representations
: A wide variety of drawing packages is available for architectural design. However, most of these systems are oriented to the production of final technical drawings, and only few ...
Sviataslau Pranovich, Jarke J. van Wijk
CGF
2008
81views more  CGF 2008»
13 years 10 months ago
Lagrangian Visualization of Flow-Embedded Surface Structures
The powerful yet conceptually simple notions of Finite-Time Lyapunov Exponent (FTLE) and Lagrangian Coherent Structures provide a powerful framework for the analysis and visualiza...
Christoph Garth, Alexander Wiebel, Xavier Tricoche...