Edge evaluation in Bayesian network structures

Saaid Baraty; Dan A. Simovici

Edge evaluation in Bayesian network structures

Saaid Baraty
, Dan A. Simovici

Computer Science

University of Massachusetts Boston

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	AusDM'09 - Conferences in Research and Practice in Information TechnologyConferences in Research and Practice in Information Technology
Pages	193-202
Number of pages	10
State	Published - 2009
Event	8th Australasian Data Mining Conference, AusDM 2009 - Melbourne, VIC, Australia Duration: Dec 1 2009 → Dec 4 2009

Publication series

Name	Conferences in Research and Practice in Information Technology Series
Volume	101
ISSN (Print)	1445-1336

Conference

Conference	8th Australasian Data Mining Conference, AusDM 2009
Country/Territory	Australia
City	Melbourne, VIC
Period	12/1/09 → 12/4/09

ASJC Scopus Subject Areas

Computer Networks and Communications
Computer Science Applications
Hardware and Architecture
Information Systems
Software

Keywords

Bayesian belief network
Edge pruning
Entropy
Kullbach-Leibler divergence

Cite this

Edge evaluation in Bayesian network structures. / Baraty, Saaid; Simovici, Dan A.
AusDM'09 - Conferences in Research and Practice in Information TechnologyConferences in Research and Practice in Information Technology. 2009. p. 193-202 (Conferences in Research and Practice in Information Technology Series; Vol. 101).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Baraty, S & Simovici, DA 2009, Edge evaluation in Bayesian network structures. in AusDM'09 - Conferences in Research and Practice in Information TechnologyConferences in Research and Practice in Information Technology. Conferences in Research and Practice in Information Technology Series, vol. 101, pp. 193-202, 8th Australasian Data Mining Conference, AusDM 2009, Melbourne, VIC, Australia, 12/1/09.

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title = "Edge evaluation in Bayesian network structures",

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year = "2009",

language = "English",

isbn = "9781920682828",

series = "Conferences in Research and Practice in Information Technology Series",

pages = "193--202",

booktitle = "AusDM'09 - Conferences in Research and Practice in Information TechnologyConferences in Research and Practice in Information Technology",

note = "8th Australasian Data Mining Conference, AusDM 2009 ; Conference date: 01-12-2009 Through 04-12-2009",

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TY - GEN

T1 - Edge evaluation in Bayesian network structures

AU - Baraty, Saaid

AU - Simovici, Dan A.

PY - 2009

Y1 - 2009

KW - Bayesian belief network

KW - Edge pruning

KW - Entropy

KW - Kullbach-Leibler divergence

UR - https://www.scopus.com/pages/publications/84870528495

UR - https://www.scopus.com/pages/publications/84870528495#tab=citedBy

M3 - Conference contribution

AN - SCOPUS:84870528495

SN - 9781920682828

T3 - Conferences in Research and Practice in Information Technology Series

SP - 193

EP - 202

BT - AusDM'09 - Conferences in Research and Practice in Information TechnologyConferences in Research and Practice in Information Technology

T2 - 8th Australasian Data Mining Conference, AusDM 2009

Y2 - 1 December 2009 through 4 December 2009

ER -

Edge evaluation in Bayesian network structures

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Other files and links

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Cite this