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SADM
2011
13 years 5 months ago
Trellis display for modeling data from designed experiments
Abstract: Visualizing data by graphing a response against certain factors, and conditioning on other factors, has arisen independently in many contexts. One is the interaction plot...
Montserrat Fuentes, Bowei Xi, William S. Cleveland
NIPS
2000
13 years 11 months ago
High-temperature Expansions for Learning Models of Nonnegative Data
Recent work has exploited boundedness of data in the unsupervised learning of new types of generative model. For nonnegative data it was recently shown that the maximum-entropy ge...
Oliver B. Downs
SDM
2009
SIAM
204views Data Mining» more  SDM 2009»
14 years 7 months ago
Application of Bayesian Partition Models in Warranty Data Analysis.
Automotive companies are forced to continuously extend and improve their product line-up. However, increasing diversity, higher design complexity, and shorter development cycles c...
Axel Blumenstock, Christoph Schlieder, Markus M&uu...
INFOVIS
2000
IEEE
14 years 2 months ago
A Taxonomy of Visualization Techniques Using the Data State Reference Model
In previous work, researchers have attempted to construct taxonomies of information visualization techniques by examining the data domains that are compatible with these technique...
Ed Huai-hsin Chi
IJCAI
2007
13 years 11 months ago
Metric Properties of Structured Data Visualizations through Generative Probabilistic Modeling
Recently, generative probabilistic modeling principles were extended to visualization of structured data types, such as sequences. The models are formulated as constrained mixture...
Peter Tino, Nikolaos Gianniotis