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  • Conference proceedings
  • © 2019

Scalable Uncertainty Management

13th International Conference, SUM 2019, Compiègne, France, December 16–18, 2019, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11940)

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 2019.

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Table of contents (33 papers)

  1. Front Matter

    Pages i-xi
  2. Inconsistency Measurement

    • Matthias Thimm
    Pages 9-23
  3. The Hidden Elegance of Causal Interaction Models

    • Silja Renooij, Linda C. van der Gaag
    Pages 38-51
  4. Hybrid Reasoning on a Bipolar Argumentation Framework

    • Tatsuki Kawasaki, Sosuke Moriguchi, Kazuko Takahashi
    Pages 79-92
  5. Active Preference Elicitation by Bayesian Updating on Optimality Polyhedra

    • Nadjet Bourdache, Patrice Perny, Olivier Spanjaard
    Pages 93-106
  6. Selecting Relevant Association Rules From Imperfect Data

    • Cécile L’Héritier, Sébastien Harispe, Abdelhak Imoussaten, Gilles Dusserre, Benoît Roig
    Pages 107-121
  7. Evidential Classification of Incomplete Data via Imprecise Relabelling: Application to Plastic Sorting

    • Lucie Jacquin, Abdelhak Imoussaten, François Trousset, Jacky Montmain, Didier Perrin
    Pages 122-135
  8. CP-Nets, \(\pi \)-pref Nets, and Pareto Dominance

    • Nic Wilson, Didier Dubois, Henri Prade
    Pages 169-183
  9. Explaining Hierarchical Multi-linear Models

    • Christophe Labreuche
    Pages 192-206
  10. Assertional Removed Sets Merging of DL-Lite Knowledge Bases

    • Salem Benferhat, Zied Bouraoui, Odile Papini, Eric Würbel
    Pages 207-220
  11. Approximate Querying on Property Graphs

    • Stefania Dumbrava, Angela Bonifati, Amaia Nazabal Ruiz Diaz, Romain Vuillemot
    Pages 250-265

Other Volumes

  1. Scalable Uncertainty Management

About this book

This book constitutes the refereed proceedings of the 13th International Conference on Scalable Uncertainty Management, SUM 2019, which was held in Compiègne, France, in December 2019.
The 25 full, 4 short, 4 tutorial, 2 invited keynote papers presented in this volume were carefully reviewed and selected from 44 submissions. The conference is dedicated to the management of large amounts of complex, uncertain, incomplete, or inconsistent information. New approaches have been developed on imprecise probabilities, fuzzy set theory, rough set theory, ordinal uncertainty representations, or even purely qualitative models.

Editors and Affiliations

  • Institut Supérieur de Gestion de Tunis, Bouchoucha, Tunisia

    Nahla Ben Amor

  • University of Technology of Compiègne, Compiègne, France

    Benjamin Quost

  • University of Luxembourg, Esch-Sur-Alzette, Luxembourg

    Martin Theobald

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and 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