Sciweavers

333 search results - page 11 / 67
» Read-Once Functions and Query Evaluation in Probabilistic Da...
Sort
View
ICDE
2008
IEEE
135views Database» more  ICDE 2008»
15 years 11 months ago
Online Filtering, Smoothing and Probabilistic Modeling of Streaming data
In this paper, we address the problem of extending a relational database system to facilitate efficient real-time application of dynamic probabilistic models to streaming data. he ...
Bhargav Kanagal, Amol Deshpande
80
Voted
BNCOD
2004
85views Database» more  BNCOD 2004»
14 years 11 months ago
Database Support for Path Query Functions
Extending relational database functionality to include data mining primitives is one step towards the greater goal of more closely integrated database and mining systems. This pape...
Rachel Hamill, Nigel J. Martin
PODS
2007
ACM
131views Database» more  PODS 2007»
15 years 9 months ago
Provenance semirings
We show that relational algebra calculations for incomplete databases, probabilistic databases, bag semantics and whyprovenance are particular cases of the same general algorithms...
Todd J. Green, Gregory Karvounarakis, Val Tannen
ICDE
1991
IEEE
175views Database» more  ICDE 1991»
15 years 1 months ago
Constraint-Based Reasoning in Deductive Databases
— Constraints play an important role in the efficient query evaluation in deductive databases. In this paper, constraint-based query evaluation in deductive databases is investi...
Jiawei Han
CORR
2010
Springer
160views Education» more  CORR 2010»
14 years 9 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