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» Conditioning Probabilistic Databases
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ICDE
2006
IEEE
132views Database» more  ICDE 2006»
15 years 5 months ago
Treatment of Rules in Individual Metadata of Flexible Contents Management
The properties of contents stored in a computer system are very wide while the data volume treated in the system becomes very large. It is important to treat each stored object in...
Kensuke Ohta, Dai Kobayashi, Takashi Kobayashi, Ry...
CDB
2004
Springer
169views Database» more  CDB 2004»
15 years 4 months ago
Semantic Optimization of Preference Queries
Preference queries are relational algebra or SQL queries that contain occurrences of the winnow operator (find the most preferred tuples in a given relation). We present here a nu...
Jan Chomicki
ICML
2004
IEEE
15 years 12 months ago
Variational methods for the Dirichlet process
Variational inference methods, including mean field methods and loopy belief propagation, have been widely used for approximate probabilistic inference in graphical models. While ...
David M. Blei, Michael I. Jordan
ICTAI
2006
IEEE
15 years 5 months ago
A Junction Tree Propagation Algorithm for Bayesian Networks with Second-Order Uncertainties
Bayesian networks (BNs) have been widely used as a model for knowledge representation and probabilistic inferences. However, the single probability representation of conditional d...
Maurizio Borsotto, Weihong Zhang, Emir Kapanci, Av...
88
Voted
QOFIS
2004
Springer
15 years 4 months ago
Load Analysis of Topology-Unaware TDMA MAC Policies for Ad Hoc Networks
Medium Access Control (MAC) policies in which the scheduling time slots are allocated irrespectively of the underline topology are suitable for ad-hoc networks, where nodes can ent...
Konstantinos Oikonomou, Ioannis Stavrakakis