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Author, Editor

Author(s):

Jaeger, Manfred

dblp



Editor(s):

Pratt, Vaughan

dblp



BibTeX cite key*:

Jaeger1998b

Title, Booktitle

Title*:

Convergence Results for Relational Bayesian Networks


LICS98.ps.gz (94.25 KB); lics98final.ps (245.47 KB)

Booktitle*:

Proceedings of the 13th Annual IEEE Symposium on Logic in Computer Science (LICS-98)

Event, URLs

URL of the conference:


URL for downloading the paper:


Event Address*:

Indianapolis, USA

Language:

English

Event Date*
(no longer used):

June 21-24, 1998

Organization:

IEEE Technical Committee on Mathematical Foundations of Computing

Event Start Date:

8 July 2003

Event End Date:

12 July 2003

Publisher

Name*:

IEEE

URL:


Address*:

Los Alamitos, USA

Type:


Vol, No, Year, pp.

Series:


Volume:


Number:


Month:


Pages:

44-55

Year*:

1998

VG Wort Pages:


ISBN/ISSN:


Sequence Number:


DOI:




Note, Abstract, ©


(LaTeX) Abstract:

Relational Bayesian networks are an extension of the method of probabilistic
model construction by Bayesian networks. They define probability distributions
on finite relational structures by conditioning the probability of a
ground atom $r(a_1,\ldots,a_n)$\ on first-order properties of
$a_1,\ldots,a_n$\ that have been established by previous random decisions.
In this paper we investigate from a finite model theory perspective
the convergence properties of the distributions defined in this manner.
A subclass of relational Bayesian networks is identified that define
distributions with convergence laws for first-order properties.



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Access Level:

Public

Correlation

MPG Unit:

Max-Planck-Institut für Informatik



MPG Subunit:

Programming Logics Group

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BibTeX Entry:

@INPROCEEDINGS{Jaeger1998b,
AUTHOR = {Jaeger, Manfred},
EDITOR = {Pratt, Vaughan},
TITLE = {Convergence Results for Relational {Bayesian} Networks},
BOOKTITLE = {Proceedings of the 13th Annual IEEE Symposium on Logic in Computer Science (LICS-98)},
PUBLISHER = {IEEE},
YEAR = {1998},
ORGANIZATION = {IEEE Technical Committee on Mathematical Foundations of Computing},
PAGES = {44--55},
ADDRESS = {Indianapolis, USA},
}


Entry last modified by Christine Kiesel, 03/12/2010
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Editor(s)
Manfred Jaeger
Created
01/05/1999 05:49:37 PM
Revisions
7.
6.
5.
4.
3.
Editor(s)
Christine Kiesel
Manfred Jaeger
Christine Kiesel
Uwe Brahm
Uwe Brahm
Edit Dates
08.07.2003 15:31:16
05/22/2003 08:01:28 PM
28.08.2001 16:32:15
01.04.99 10:55:30
29.03.99 19:27:19
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