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» Alternating Refinement Relations
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142
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IJAR
2010
130views more  IJAR 2010»
15 years 1 months ago
Learning locally minimax optimal Bayesian networks
We consider the problem of learning Bayesian network models in a non-informative setting, where the only available information is a set of observational data, and no background kn...
Tomi Silander, Teemu Roos, Petri Myllymäki
134
Voted
CORR
2011
Springer
190views Education» more  CORR 2011»
14 years 7 months ago
Doubly Robust Smoothing of Dynamical Processes via Outlier Sparsity Constraints
Abstract—Coping with outliers contaminating dynamical processes is of major importance in various applications because mismatches from nominal models are not uncommon in practice...
Shahrokh Farahmand, Georgios B. Giannakis, Daniele...
GRAPHICSINTERFACE
2011
14 years 7 months ago
AppMap: exploring user interface visualizations
In traditional graphical user interfaces, the majority of UI elements are hidden to the user in the default view. Application designers and users desire more space for their appli...
Michael Rooke, Tovi Grossman, George W. Fitzmauric...
221
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ICDE
2008
IEEE
160views Database» more  ICDE 2008»
16 years 4 months ago
Exploiting Lineage for Confidence Computation in Uncertain and Probabilistic Databases
We study the problem of computing query results with confidence values in ULDBs: relational databases with uncertainty and lineage. ULDBs, which subsume probabilistic databases, o...
Anish Das Sarma, Martin Theobald, Jennifer Widom
ICDE
2007
IEEE
136views Database» more  ICDE 2007»
16 years 4 months ago
Faceted Browsing over Large Databases of Text-Annotated Objects
We demonstrate a fully working system for multifaceted browsing over large collections of text-annotated data, such as annotated images, that are stored in relational databases. T...
Wisam Dakka, Panagiotis G. Ipeirotis, Kenneth R. W...