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Scalable Uncertainty Management

6th International Conference, SUM 2012, Marburg, Germany, September 17-19, 2012, Proceedings

  • Conference proceedings
  • © 2012

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Editors:
  1. Eyke Hüllermeier

    1. Department of Mathematics and Computer Science, Marburg University, Marburg, Germany

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  2. Sebastian Link

    1. Department of Computer Science, Auckland University, Auckland, New Zealand

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  3. Thomas Fober

    1. Department of Mathematics and Computer Science, Marburg University, Marburg, Germany

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  4. Bernhard Seeger

    1. Department of Mathematics and Computer Science, Marburg University, Marburg, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7520)

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

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Conference proceedings info: SUM 2012.

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About this book

This book constitutes the refereed proceedings of the 6th International Conference on Scalable Uncertainty Management, SUM 2012, held in Marburg, Germany, in September 2012. The 41 revised full papers and 13 revised short papers were carefully reviewed and selected from 75 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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Table of contents (54 papers)

  1. Front Matter

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  2. Regular Papers

    1. Xtream: A System for Continuous Querying over Uncertain Data Streams

      • Mohammad G. Dezfuli, Mostafa S. Haghjoo
      Pages 1-15

    2. Applications of Ordinal Ranks to Flexible Query Answering

      • Lucie Urbanova, Vilem Vychodil, Lena Wiese
      Pages 16-29

    3. Managing Uncertainty in Databases and Scaling It Up to Concurrent Transactions

      • Alfredo Cuzzocrea, Rubén de Juan Marín, Hendrik Decker, Francesc D. Muñoz-Escoí
      Pages 30-43

    4. Generalizing Naive and Stable Semantics in Argumentation Frameworks with Necessities and Preferences

      • Farid Nouioua
      Pages 44-57

    5. Stable Semantics in Logic-Based Argumentation

      • Leila Amgoud
      Pages 58-71

    6. The Outcomes of Logic-Based Argumentation Systems under Preferred Semantics

      • Leila Amgoud
      Pages 72-84

    7. Abstract Argumentation via Monadic Second Order Logic

      • Wolfgang Dvořák, Stefan Szeider, Stefan Woltran
      Pages 85-98

    8. An Approach to Argumentation Considering Attacks through Time

      • Maximiliano C. D. Budán, Mauro Gómez Lucero, Carlos I. Chesñevar, Guillermo R. Simari
      Pages 99-112

    9. Drift Detection and Characterization for Fault Diagnosis and Prognosis of Dynamical Systems

      • Antoine Chammas, Moamar Sayed-Mouchaweh, Eric Duviella, Stéphane Lecoeuche
      Pages 113-126

    10. An Attempt to Employ Genetic Fuzzy Systems to Predict from a Data Stream of Premises Transactions

      • Bogdan TrawiÅ„ski, Tadeusz Lasota, Magdalena SmÄ™tek, Grzegorz TrawiÅ„ski
      Pages 127-140

    11. Navigating Interpretability Issues in Evolving Fuzzy Systems

      • Edwin Lughofer
      Pages 141-153

    12. Certain Conjunctive Query Answering in SQL

      • Alexandre Decan, Fabian Pijcke, Jef Wijsen
      Pages 154-167

    13. Restoring Consistency in P2P Deductive Databases

      • Luciano Caroprese, Ester Zumpano
      Pages 168-179

    14. Tractable Cases of Clean Query Answering under Entity Resolution via Matching Dependencies

      • Jaffer Gardezi, Leopoldo Bertossi
      Pages 180-193

    15. A Distance between Continuous Belief Functions

      • Dorra Attiaoui, Pierre-Emmanuel Doré, Arnaud Martin, Boutheina Ben Yaghlane
      Pages 194-205

    16. On the Complexity of the Graphical Representation and the Belief Inference in the Dynamic Directed Evidential Networks with Conditional Belief Functions

      • Wafa Laâmari, Boutheina Ben Yaghlane, Christophe Simon
      Pages 206-218

    17. Revision over Partial Pre-orders: A Postulational Study

      • Jianbing Ma, Salem Benferhat, Weiru Liu
      Pages 219-232

    18. Representing Uncertainty by Possibility Distributions Encoding Confidence Bands, Tolerance and Prediction Intervals

      • Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand
      Pages 233-246

    19. Harmonic Wavelets Based Identification of Nonlinear and Time-Variant Systems

      • Ioannis A. Kougioumtzoglou, Pol D. Spanos
      Pages 247-260
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Other volumes

  1. Scalable Uncertainty Management

Editors and Affiliations

  • Department of Mathematics and Computer Science, Marburg University, Marburg, Germany

    Eyke Hüllermeier, Thomas Fober, Bernhard Seeger

  • Department of Computer Science, Auckland University, Auckland, New Zealand

    Sebastian Link

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