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» Modeling Multidimensional Databases
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143
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SSPR
2010
Springer
14 years 11 months ago
Non-parametric Mixture Models for Clustering
Mixture models have been widely used for data clustering. However, commonly used mixture models are generally of a parametric form (e.g., mixture of Gaussian distributions or GMM),...
Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain
93
Voted
DBPL
2009
Springer
144views Database» more  DBPL 2009»
15 years 7 months ago
General Database Statistics Using Entropy Maximization
Abstract. We propose a framework in which query sizes can be estimated from arbitrary statistical assertions on the data. In its most general form, a statistical assertion states t...
Raghav Kaushik, Christopher Ré, Dan Suciu
86
Voted
MLMI
2005
Springer
15 years 6 months ago
Multimodal Authoring Tool for Populating a Database of Emotional Reactive Animations
Abstract. We aim to create a model of emotional reactive virtual humans. This model will help to define realistic behavior for virtual characters based on emotions and events in t...
Alejandra García-Rojas, Mario Gutiér...
ER
2004
Springer
156views Database» more  ER 2004»
15 years 6 months ago
Situated Preferences and Preference Repositories for Personalized Database Applications
Advanced personalized web applications require a carefully dealing with their users’ wishes and preferences. Since such preferences do not always hold in general, personalized ap...
Stefan Holland, Werner Kießling
115
Voted
FOIKS
2008
Springer
15 years 2 months ago
Lossless Decompositions in Complex-Valued Databases
When decomposing database schemas, it is desirable that a decomposition is lossless and dependency preserving. A well-known and frequently used result for the relational model stat...
Henning Köhler, Sebastian Link