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  • Conference proceedings
  • © 2014

Scalable Uncertainty Management

8th International Conference, SUM 2014, Oxford, UK, September 15-17, 2014, Proceedings

Editors:

  1. Umberto Straccia

    1. Istituto di Scienza e Tecnologie dell’Informazione (ISTI - CNR), Pisa, Italy

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  2. Andrea Calì

    1. Department of Computer Science and Information Systems, University of London, London, United Kingdom

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8720)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): SUM: International Conference on Scalable Uncertainty Management

Conference proceedings info: SUM 2014.

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Table of contents (26 papers)

  1. Front Matter

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  2. Possibilistic Networks: A New Setting for Modeling Preferences

    • Nahla BenAmor, Didier Dubois, Héla Gouider, Henri Prade
    Pages 1-7

  3. Min-based Assertional Merging Approach for Prioritized DL-Lite Knowledge Bases

    • Salem Benferhat, Zied Bouraoui, Sylvain Lagrue, Julien Rossit
    Pages 8-21

  4. On the Revision of Prioritized DL-Lite Knowledge Bases

    • Salem Benferhat, Zied Bouraoui, Karim Tabia
    Pages 22-36

  5. Interval-Based Possibilistic Networks

    • Salem Benferhat, Sylvain Lagrue, Karim Tabia
    Pages 37-50

  7. Analogical Classification: Handling Numerical Data

    • Myriam Bounhas, Henri Prade, Gilles Richard
    Pages 66-79

  8. Lazy Analogical Classification: Optimization and Precision Issues

    • William Correa Beltran, Hélène Jaudoin, Olivier Pivert
    Pages 80-85

  10. Update Operators for Inconsistent Query Answering: A New Point of View

    • Madalina Croitoru, Ricardo Oscar Rodriguez
    Pages 100-105

  11. Conflicts of Belief Functions: Continuity and Frame Resizement

    • Milan Daniel, Jianbing Ma
    Pages 106-119

  12. Improving Inconsistency Resolution by Considering Global Conflicts

    • Cristhian Ariel David Deagustini, Maria Vanina Martínez, Marcelo A. Falappa, Guillermo Ricardo Simari
    Pages 120-133

  13. Probabilistic Argumentation Frameworks – A Logical Approach

    • Dragan Doder, Stefan Woltran
    Pages 134-147

  14. Computing Skyline from Evidential Data

    • Sayda Elmi, Karim Benouaret, Allel Hadjali, Mohamed Anis Bach Tobji, Boutheina Ben Yaghlane
    Pages 148-161

  16. Solving Hidden-Semi-Markov-Mode Markov Decision Problems

    • Emmanuel Hadoux, Aurélie Beynier, Paul Weng
    Pages 176-189

  18. Analytics over Probabilistic Unmerged Duplicates

    • Ekaterini Ioannou, Minos Garofalakis
    Pages 203-208

  20. Answering Ontological Ranking Queries Based on Subjective Reports

    • Thomas Lukasiewicz, Maria Vanina Martínez, Cristian Molinaro, Livia Predoiu, Gerardo I. Simari
    Pages 223-236
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  1. Scalable Uncertainty Management

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About this book

This book constitutes the refereed proceedings of the 8th International Conference on Scalable Uncertainty Management, SUM 2014, held in Oxford, UK, in September 2014. The 20 revised full papers and 6 revised short papers were carefully reviewed and selected from 47 submissions. The papers cover topics in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information including applications in decision support systems, machine learning, negotiation technologies, semantic web applications, search engines, ontology systems, information retrieval, natural language processing, information extraction, image recognition, vision systems, data and text mining, and the consideration of issues such as provenance, trust, heterogeneity, and complexity of data and knowledge.
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Keywords

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Editors and Affiliations

  • Istituto di Scienza e Tecnologie dell’Informazione (ISTI - CNR), Pisa, Italy

    Umberto Straccia

  • Department of Computer Science and Information Systems, University of London, London, United Kingdom

    Andrea Calì

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Bibliographic Information

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Access via your institution

Buy it now

eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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