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Scalable Uncertainty Management

9th International Conference, SUM 2015, Québec City, QC, Canada, September 16-18, 2015. Proceedings

  • Christoph Beierle
  • Alex Dekhtyar

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9310)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 9310)

Table of contents

  1. Front Matter
    Pages I-XIX
  2. Invited Talk

    1. Front Matter
      Pages 1-1
    2. Jean-Marie De Koninck
      Pages 3-18
  3. Bayesian Networks

    1. Front Matter
      Pages 19-19
    2. Fabio G. Cozman, Denis D. Mauá
      Pages 36-49
    3. Denis D. Mauá, Fabio G. Cozman
      Pages 50-64
  4. Probabilistic Models

    1. Front Matter
      Pages 65-65
    2. Matthias Nickles, Alessandra Mileo
      Pages 99-105
    3. Joerg Schoenfisch, Heiner Stuckenschmidt
      Pages 106-120
  5. Intelligent Data Analytics

    1. Front Matter
      Pages 137-137
    2. Myriam Bounhas, Henri Prade, Gilles Richard
      Pages 139-154
    3. Ahmed Mabrouk, Christophe Gonzales, Karine Jabet-Chevalier, Eric Chojnaki
      Pages 155-169
    4. Mohamad Mehdi, Elise Epaillard, Nizar Bouguila, Jamal Bentahar
      Pages 170-185
    5. Grégory Smits, Olivier Pivert
      Pages 186-200
  6. Possibility Theory, Belief Functions and Transformations

    1. Front Matter
      Pages 201-201
    2. Salem Benferhat, Amélie Levray, Karim Tabia
      Pages 203-219
    3. Nicolas Drougard, Didier Dubois, Jean-Loup Farges, Florent Teichteil-Königsbuch
      Pages 220-233
    4. Didier Dubois, Giovanni Fusco, Henri Prade, Andrea Tettamanzi
      Pages 249-263
  7. Argumentation

    1. Front Matter
      Pages 265-265
    2. Leila Amgoud, Farid Nouioua
      Pages 267-281
    3. Abdallah Arioua, Madalina Croitoru
      Pages 282-297
    4. Pierre Bisquert, Madalina Croitoru, Florence Dupin de Saint-Cyr
      Pages 298-313
    5. Claudette Cayrol, Marie-Christine Lagasquie-Schiex
      Pages 314-329
    6. Zimi Li, Simon Parsons
      Pages 330-343
  8. Dealing with Inconsistency

    1. Front Matter
      Pages 345-345
    2. Didier Dubois, Henri Prade
      Pages 347-353
    3. Floris Geerts, Fabian Pijcke, Jef Wijsen
      Pages 354-367
    4. Elie Merhej, Steven Schockaert, Martine De Cock
      Pages 368-381
  9. Applications

    1. Front Matter
      Pages 383-383
    2. Jesús M. Almendros-Jiménez, Miquel Bofill, Alejandro Luna-Tedesqui, Ginés Moreno, Carlos Vázquez, Mateu Villaret
      Pages 385-398
    3. Zeinab Bahmani, Leopoldo Bertossi, Nikolaos Vasiloglou
      Pages 399-414
    4. Steven Horn, Anthony Isenor, Moira MacNeil, Adrienne Turnbull
      Pages 415-420
  10. Back Matter
    Pages 421-421

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 9th International Conference on Scalable Uncertainty Management, SUM 2015, held in Québec City, QC, Canada, in September 2015. The 25 regular papers and 3 short papers were carefully reviewed and selected from 49 submissions.
The call for papers for SUM 2015 solicited submissions in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information. These include applications in decision support systems, risk analysis, machine learning, belief networks, logics of uncertainty, belief revision and update, argumentation, negotiation technologies, semantic web applications, search engines, ontology systems, information fusion, 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.

Keywords

decision support systems incomplete information inconsistent information risk analysis uncertain information

Editors and affiliations

  • Christoph Beierle
    • 1
  • Alex Dekhtyar
    • 2
  1. 1.Fakultät für Mathematik und InformatikFernUniversität in HagenHagenGermany
  2. 2.California Polytechnic State UniversitySAN LUIS OBISPOUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-23540-0
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-23539-4
  • Online ISBN 978-3-319-23540-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site