Backdoor Decomposable Monotone Circuits and Propagation Complete Encodings
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F21%3A10435587" target="_blank" >RIV/00216208:11320/21:10435587 - isvavai.cz</a>
Result on the web
<a href="https://ojs.aaai.org/index.php/AAAI/article/view/16501" target="_blank" >https://ojs.aaai.org/index.php/AAAI/article/view/16501</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Backdoor Decomposable Monotone Circuits and Propagation Complete Encodings
Original language description
We describe a compilation language of backdoor decomposable monotone circuits (BDMCs) which generalizes several concepts appearing in the literature, e.g. DNNFs and backdoor trees. A C-BDMC sentence is a monotone circuit which satisfies decomposability property (such as in DNNF) in which the inputs (or leaves) are associated with CNF encodings from a given base class C. We consider the class of propagation complete (PC) encodings as a base class and we show that PC-BDMCs are polynomially equivalent to PC encodings. Additionally, we use this to determine the properties of PC-BDMCs and PC encodings with respect to the knowledge compilation map including the list of efficient operations on the languages.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE
ISBN
978-1-57735-866-4
ISSN
2159-5399
e-ISSN
2374-3468
Number of pages
9
Pages from-to
3832-3840
Publisher name
ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE
Place of publication
PALO ALTO
Event location
Virtual conference
Event date
Feb 2, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000680423503105