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Scalable Uncertainty Management

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

  • Eyke Hüllermeier
  • Sebastian Link
  • Thomas Fober
  • Bernhard Seeger
Conference proceedings SUM 2012

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

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 7520)

Table of contents

  1. Front Matter
    PDF

  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 Trawiński, Tadeusz Lasota, Magdalena Smętek, Grzegorz Trawiński
      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
    20. An Upscaling Approach for Uncertainty Quantification of Stochastic Contaminant Transport through Fractured Media
      Edoardo Patelli
      Pages 261-272
    21. Development of a Reliability-Based Design Optimization Toolbox for the FERUM Software
      Luis Celorrio Barragué
      Pages 273-286
    22. Approximating Complex Sensor Quality Using Failure Probability Intervals
      Christian Kuka, Daniela Nicklas
      Pages 287-298
    23. Correcting Binary Imprecise Classifiers: Local vs Global Approach
      Sébastien Destercke, Benjamin Quost
      Pages 299-310
    24. Density-Based Projected Clustering of Data Streams
      Marwan Hassani, Pascal Spaus, Mohamed Medhat Gaber, Thomas Seidl
      Pages 311-324
    25. Credit-Card Fraud Profiling Using a Hybrid Incremental Clustering Methodology
      Marie-Jeanne Lesot, Adrien Revault d’Allonnes
      Pages 325-336
    26. Comparing Partitions by Means of Fuzzy Data Mining Tools
      Carlos Molina, Belén Prados, María-Dolores Ruiz, Daniel Sánchez, José-María Serrano
      Pages 337-350
    27. An Iterative Scaling Algorithm for Maximum Entropy Reasoning in Relational Probabilistic Conditional Logic
      Marc Finthammer
      Pages 351-364
    28. Probabilistic Conditional Independence under Schema Certainty and Uncertainty
      Joachim Biskup, Sven Hartmann, Sebastian Link
      Pages 365-378
    29. On Dependence in Second-Order Probability
      David Sundgren, Alexander Karlsson
      Pages 379-391
    30. Uncertain Observation Times
      Shaunak Chatterjee, Stuart Russell
      Pages 392-405
    31. Center-Wise Intra-Inter Silhouettes
      Mohammad Rawashdeh, Anca Ralescu
      Pages 406-419
    32. Clustering Sets of Objects Using Concepts-Objects Bipartite Graphs
      Emmanuel Navarro, Henri Prade, Bruno Gaume
      Pages 420-432
    33. Evaluating Indeterministic Duplicate Detection Results
      Fabian Panse, Norbert Ritter
      Pages 433-446
    34. Merging Interval-Based Possibilistic Belief Bases
      Salem Benferhat, Julien Hué, Sylvain Lagrue, Julien Rossit
      Pages 447-458
    35. Comparing and Fusing Terrain Network Information
      Emmanuel Navarro, Bruno Gaume, Henri Prade
      Pages 459-472
    36. A Characteristic Function Approach to Inconsistency Measures for Knowledge Bases
      Jianbing Ma, Weiru Liu, Paul Miller
      Pages 473-485
    37. Comfort as a Multidimensional Preference Model for Energy Efficiency Control Issues
      Afef Denguir, François Trousset, Jacky Montmain
      Pages 486-499
    38. A Probabilistic Hybrid Logic for Sanitized Information Systems
      Tsan-sheng Hsu, Churn-Jung Liau, Da-Wei Wang
      Pages 500-513
    39. Evidential Fusion for Gender Profiling
      Jianbing Ma, Weiru Liu, Paul Miller
      Pages 514-524
    40. From Imprecise Probability Laws to Fault Tree Analysis
      Christelle Jacob, Didier Dubois, Janette Cardoso
      Pages 525-538
    41. CUDA Accelerated Fault Tree Analysis with C-XSC
      Gabor Rebner, Michael Beer
      Pages 539-549
    42. Deterministic Seismic Hazard Analysis Considering Non-controlling Seismic Sources and Time Factors
      Duruo Huang, Jui-Pin Wang, Logan Brant, Su-Chin Chang
      Pages 550-557

  3. Short Papers

    1. Towards a Logic of Argumentation
      Leila Amgoud, Henri Prade
      Pages 558-565
    2. A Structured View on Sources of Uncertainty in Supervised Learning
      Andreas Buschermöhle, Jens Hülsmann, Werner Brockmann
      Pages 566-573
    3. On Development of a New Seismic Base Isolation System
      Sanjukta Chakraborty, Koushik Roy, Chetan Chinta Arun, Samit Ray Chaudhuri
      Pages 574-581
    4. Trying to Understand How Analogical Classifiers Work
      William Fernando Correa, Henri Prade, Gilles Richard
      Pages 582-589
    5. An Adaptive Algorithm for Finding Frequent Sets in Landmark Windows
      Xuan Hong Dang, Kok-Leong Ong, Vincent Lee
      Pages 590-597
    6. Instantiation Restrictions for Relational Probabilistic Conditionals
      Marc Finthammer, Christoph Beierle
      Pages 598-605
    7. Artificial Intelligence for Identification of Material Behaviour Using Uncertain Load and Displacement Data
      Steffen Freitag
      Pages 606-611

About these proceedings

Introduction

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.

Keywords

data privacy fuzzy data mining tools hybrid logic knowledge bases probabilistic logic

Editors and affiliations

  • Eyke Hüllermeier
    • 1
  • Sebastian Link
    • 2
  • Thomas Fober
    • 1
  • Bernhard Seeger
    • 1
  1. 1.Department of Mathematics and Computer ScienceMarburg UniversityMarburgGermany
  2. 2.Department of Computer ScienceAuckland UniversityAucklandNew Zealand

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-33362-0
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science Computer Science (R0)
  • Print ISBN 978-3-642-33361-3
  • Online ISBN 978-3-642-33362-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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