Information Processing and Management of Uncertainty in Knowledge-Based Systems 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part I /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Laurent, Anne (Editor), Strauss, Olivier (Editor), Bouchon-Meunier, Bernadette (Editor), Yager, Ronald R. (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: Communications in Computer and Information Science, 442
• Subjects: Computer science.; Mathematical logic.; Database management.; Data mining.; Information storage and retrieval.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Data Mining and Knowledge Discovery.; Information Storage and Retrieval.; Database Management.; Information Systems Applications (incl. Internet).; Mathematical Logic and Formal Languages.

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 f...

Table of Contents:

• 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.