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  1. Journal of Intelligent Information Systems
  2. Journal of Intelligent Information Systems : Volume 38
  3. Journal of Intelligent Information Systems : Volume 38, Issue 2, April 2012
  4. Mining Bayesian networks out of ontologies
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Journal of Intelligent Information Systems : Volume 48
Journal of Intelligent Information Systems : Volume 47
Journal of Intelligent Information Systems : Volume 46
Journal of Intelligent Information Systems : Volume 45
Journal of Intelligent Information Systems : Volume 44
Journal of Intelligent Information Systems : Volume 43
Journal of Intelligent Information Systems : Volume 42
Journal of Intelligent Information Systems : Volume 41
Journal of Intelligent Information Systems : Volume 40
Journal of Intelligent Information Systems : Volume 39
Journal of Intelligent Information Systems : Volume 38
Journal of Intelligent Information Systems : Volume 38, Issue 3, June 2012
Journal of Intelligent Information Systems : Volume 38, Issue 2, April 2012
Message classification as a basis for studying command and control communications—an evaluation of machine learning approaches
Data clustering using bacterial foraging optimization
Visually exploring movement data via similarity-based analysis
A multi-agent recommender system for supporting device adaptivity in e-Commerce
A transduction-based approach to fuzzy clustering, relevance ranking and cluster label generation on web search results
Contextual correlation based thread detection in short text message streams
Extracting multiple news attributes based on visual features
A new generative opinion retrieval model integrating multiple ranking factors
Mining Bayesian networks out of ontologies
Tableaux-based optimization of schema mappings for data integration
Journal of Intelligent Information Systems : Volume 38, Issue 1, February 2012
Journal of Intelligent Information Systems : Volume 37
Journal of Intelligent Information Systems : Volume 36
Journal of Intelligent Information Systems : Volume 35
Journal of Intelligent Information Systems : Volume 34
Journal of Intelligent Information Systems : Volume 33
Journal of Intelligent Information Systems : Volume 32
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Journal of Intelligent Information Systems : Volume 29
Journal of Intelligent Information Systems : Volume 28
Journal of Intelligent Information Systems : Volume 27
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Journal of Intelligent Information Systems : Volume 19
Journal of Intelligent Information Systems : Volume 18
Journal of Intelligent Information Systems : Volume 17
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Journal of Intelligent Information Systems : Volume 12
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Journal of Intelligent Information Systems : Volume 9
Journal of Intelligent Information Systems : Volume 8

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Mining Bayesian networks out of ontologies

Content Provider Springer Nature Link
Author Andrea, Bellandi Franco, Turini
Copyright Year 2011
Abstract Probabilistic reasoning is an essential feature when dealing with many application domains. Starting with the idea that ontologies are the right way to formalize domain knowledge and that Bayesian networks are the right tool for probabilistic reasoning, we propose an approach for extracting a Bayesian network from a populated ontology and for reasoning over it. The paper presents the theory behind the approach, its design and examples of its use.
Starting Page 507
Ending Page 532
Page Count 26
File Format PDF
ISSN 09259902
Journal Journal of Intelligent Information Systems
Volume Number 38
Issue Number 2
e-ISSN 15737675
Language English
Publisher Springer US
Publisher Date 2011-06-14
Publisher Place Boston
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Probabilistic reasoning Ontology queries Information Storage and Retrieval Data Structures, Cryptology and Information Theory Document Preparation and Text Processing Business Information Systems Artificial Intelligence (incl. Robotics)
Content Type Text
Resource Type Article
Subject Artificial Intelligence Computer Networks and Communications Information Systems Software Hardware and Architecture
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