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1993
14 years 8 days ago
Inference of Order in Genetic Systems
Wesurvey and discuss issues required of intelligent systems to support research efforts in locus mapping. In particular wefocus on the issues of order, on howone can automate the ...
John N. Guidi, Thomas H. Roderick
RSCTC
1993
Springer
96views Fuzzy Logic» more  RSCTC 1993»
14 years 3 months ago
Trusting an Information Agent
: While the common kinds of uncertainties in databases (e.g., null values, disjunction, corrupt/missing data, domain mismatch, etc.) have been extensively studied, a relatively une...
Hasan M. Jamil, Fereidoon Sadri
ICDE
2008
IEEE
132views Database» more  ICDE 2008»
15 years 9 days ago
IMPrECISE: Good-is-good-enough data integration
Abstract- IMPrECISE is an XQuery module that adds probabilistic XML functionality to an existing XML DBMS, in our case MonetDBlXQuery. We demonstrate probabilistic XML and data int...
Ander de Keijzer, Maurice van Keulen
PVLDB
2010
110views more  PVLDB 2010»
13 years 9 months ago
Read-Once Functions and Query Evaluation in Probabilistic Databases
Probabilistic databases hold promise of being a viable means for large-scale uncertainty management, increasingly needed in a number of real world applications domains. However, q...
Prithviraj Sen, Amol Deshpande, Lise Getoor
CORR
2010
Springer
160views Education» more  CORR 2010»
13 years 11 months ago
Scalable Probabilistic Databases with Factor Graphs and MCMC
Incorporating probabilities into the semantics of incomplete databases has posed many challenges, forcing systems to sacrifice modeling power, scalability, or treatment of relatio...
Michael L. Wick, Andrew McCallum, Gerome Miklau