Information Processing and Management of Uncertainty

1. Front Matter

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2. Invited Talks

   1. Preference Relations and Families of Probabilities: Different Sides of the Same Coin

      • Inés Couso

      Pages 1-9

   2. Unifying Logic and Probability: A New Dawn for AI?

      • Stuart Russell

      Pages 10-14

3. On Uncertainty and Imprecision on the Web of Data

   1. Two Procedures for Analyzing the Reliability of Open Government Data

      • Davide Ceolin, Luc Moreau, Kieron O’Hara, Wan Fokkink, Willem Robert van Hage, Valentina Maccatrozzo et al.

      Pages 15-24

   2. Classification with Evidential Associative Rules

      • Ahmed Samet, Eric Lefèvre, Sadok Ben Yahia

      Pages 25-35

   3. Towards Evidence-Based Terminological Decision Trees

      • Giuseppe Rizzo, Claudia d’Amato, Nicola Fanizzi, Floriana Esposito

      Pages 36-45

   4. Uncertainty in Ontology Matching: A Decision Rule-Based Approach

      • Amira Essaid, Arnaud Martin, Grégory Smits, Boutheina Ben Yaghlane

      Pages 46-55

4. Decision Support and Uncertainty Management in Agri-Environment

   1. A Practical Application of Argumentation in French Agrifood Chains

      • Madalina Croitoru, Rallou Thomopoulos, Nouredine Tamani

      Pages 56-66

   2. Soft Fusion of Heterogeneous Image Time Series

      • Mar Bisquert, Gloria Bordogna, Mirco Boschetti, Pascal Poncelet, Maguelonne Teisseire

      Pages 67-76

   3. Fuzzy Argumentation System for Decision Support

      • Nouredine Tamani, Madalina Croitoru

      Pages 77-86

   4. Applying a Fuzzy Decision Tree Approach to Soil Classification

      • Mariana V. Ribeiro, Luiz Manoel S. Cunha, Heloisa A. Camargo, Luiz Henrique A. Rodrigues

      Pages 87-96

   5. Towards the Use of Sequential Patterns for Detection and Characterization of Natural and Agricultural Areas

      • Fabio Guttler, Dino Ienco, Maguelonne Teisseire, Jordi Nin, Pascal Poncelet

      Pages 97-106

   6. Application of E ² M Decision Trees to Rubber Quality Prediction

      • Nicolas Sutton-Charani, Sébastien Destercke, Thierry Denœux

      Pages 107-116

   7. An Interval Programming Approach for an Operational Transportation Planning Problem

      • Valeria Borodin, Jean Bourtembourg, Faicel Hnaien, Nacima Labadie

      Pages 117-126

   8. Fuzzy Modeling of a Composite Agronomical Feature Using FisPro: The Case of Vine Vigor

      • Cécile Coulon-Leroy, Brigitte Charnomordic, Marie Thiollet-Scholtus, Serge Guillaume

      Pages 127-137

5. Fuzzy Implications

   1. On Fuzzy Polynomial Implications

      • Sebastia Massanet, Juan Vicente Riera, Daniel Ruiz-Aguilera

      Pages 138-147

   2. Implications Satisfying the Law of Importation with a Given Uninorm

      • Sebastia Massanet, Joan Torrens

      Pages 148-157

   3. Laws of Contraposition and Law of Importation for Probabilistic Implications and Probabilistic S-implications

      • Michał Baczyński, Przemysław Grzegorzewski, Wanda Niemyska

      Pages 158-167

6. Clustering

   1. Sequential Clustering for Event Sequences and Its Impact on Next Process Step Prediction

      • Mai Le, Detlef Nauck, Bogdan Gabrys, Trevor Martin

      Pages 168-178

   2. A Fuzzy Semisupervised Clustering Method: Application to the Classification of Scientific Publications

      • Irene Diaz-Valenzuela, Maria J. Martin-Bautista, Maria-Amparo Vila

      Pages 179-188

These three volumes (CCIS 442, 443, 444) constitute the proceedings of the 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2014, held in Montpellier, France, July 15-19, 2014. The 180 revised full papers presented together with five invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on uncertainty and imprecision on the web of data; decision support and uncertainty management in agri-environment; fuzzy implications; clustering; fuzzy measures and integrals; non-classical logics; data analysis; real-world applications; aggregation; probabilistic networks; recommendation systems and social networks; fuzzy systems; fuzzy logic in boolean framework; management of uncertainty in social networks; from different to same, from imitation to analogy; soft computing and sensory analysis; database systems; fuzzy set theory; measurement and sensory information; aggregation; formal methods for vagueness and uncertainty in a many-valued realm; graduality; preferences; uncertainty management in machine learning; philosophy and history of soft computing; soft computing and sensory analysis; similarity analysis; fuzzy logic, formal concept analysis and rough set; intelligent databases and information systems; theory of evidence; aggregation functions; big data - the role of fuzzy methods; imprecise probabilities: from foundations to applications; multinomial logistic regression on Markov chains for crop rotation modelling; intelligent measurement and control for nonlinear systems.

• aggregation functions
• artificial intelligence
• big data
• cyber-physical systems
• data management systems
• data mining
• decision support systems
• decision trees
• formal concept analysis
• formal methods
• fuzzy sets
• information retrieval
• information systems
• information systems applications
• intelligent databases
• knowledge management
• knowledge representation and reasoning
• linked open data
• machine learning
• nonlinear systems
• ontologies
• preferences
• probabilistic reasoning
• probability and statistics
• query processing
• reasoning about belief and knowledge
• recommender systems
• retrieval models and ranking
• rough sets
• semantic web
• sensors and actuators
• sensory analysis
• similarity measures
• social computing
• social networks
• soft computing
• theory of evidence
• uncertainty management
• vagueness and fuzzy logic

• University Montpellier 2, LIRMM - CNRS UMR 5506, Montpellier Cedex 5, France

  Anne Laurent

• LIRMM, UMR CNRS/Universite Montpellier II, Montpellier cedex 5, France

  Olivier Strauss

• LIP6, UPMC Univ. Paris 06, CNRS UMR 7606, Paris, France

  Bernadette Bouchon-Meunier

• Dept. of Information Systems, Iona College, New Rochelle, USA

  Ronald R. Yager

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