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NIPS
2000
15 years 2 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»
15 years 10 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
15 years 6 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
15 years 3 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
KDID
2004
481views Database» more  KDID 2004»
15 years 3 months ago
Models and Indices for Integrating Unstructured Data with a Relational Database
Abstract. Database systems are islands of structure in a sea of unstructured data sources. Several real-world applications now need to create bridges for smooth integration of semi...
Sunita Sarawagi