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.
Erscheinungsdatum: 01.08.2014

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zlib/Computers/Computer Science/Anne Laurent, Oliver Strauss, Bernadette Bouchon-Meunier, Ronald R. Yager (eds.)/Information Processing and Management of Uncertainty in Knowledge-Based Systems: 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III_2465940.pdf

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

Information Processing and Management of Uncertainty: 15th International Conference on Information Processing and Management of Uncertainty in ... in Computer and Information Science, 444)

CCIS 444 - Information Processing and Management of Uncertainty in Knowledge-Based Systems

International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems

Anne Laurent; Olivier Strauss; Bernadette Bouchon-Meunier; Ronald R. Yager

Springer Nature Switzerland AG

Springer London, Limited

Communications in computer and information science, 444, Place of publication not identified, 2014

Communications in computer and information science, 1st ed. 2014, Cham, 2014

Springer Nature, Cham, 2014

Switzerland, Switzerland

2, 20140717

sm30475499

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Front Matter....Pages -
Robust Selection of Domain-Specific Semantic Similarity Measures from Uncertain Expertise....Pages 1-10
Coping with Imprecision During a Semi-automatic Conceptual Indexing Process....Pages 11-20
A Fuzzy R Code Similarity Detection Algorithm....Pages 21-30
L-Fuzzy Context Sequences on Complete Lattices....Pages 31-40
Variable-Range Approximate Systems Induced by Many-Valued L -Relations....Pages 41-50
Introducing Similarity Relations in a Framework for Modelling Real-World Fuzzy Knowledge....Pages 51-60
An Approach Based on Rough Sets to Possibilistic Information....Pages 61-70
Antitone L-bonds....Pages 71-80
Minimal Solutions of Fuzzy Relation Equations with General Operators on the Unit Interval....Pages 81-90
Generating Isotone Galois Connections on an Unstructured Codomain....Pages 91-99
Fuzzy Core DBScan Clustering Algorithm....Pages 100-109
Estimating Null Values in Relational Databases Using Analogical Proportions....Pages 110-119
Exception-Tolerant Skyline Queries....Pages 120-129
Towards a Gradual QCL Model for Database Querying....Pages 130-139
A Vocabulary Revision Method Based on Modality Splitting....Pages 140-149
Dealing with Aggregate Queries in an Uncertain Database Model Based on Possibilistic Certainty....Pages 150-159
Bipolar Comparison of 3D Ear Models....Pages 160-169
A Logical Version of the Belief Function Theory....Pages 170-179
Evidential-EM Algorithm Applied to Progressively Censored Observations....Pages 180-189
A First Inquiry into Simpson’s Paradox with Belief Functions....Pages 190-199
Comparison of Credal Assignment Algorithms in Kinematic Data Tracking Context....Pages 200-211
Towards a Conflicting Part of a Belief Function....Pages 212-222
Representing Interventional Knowledge in Causal Belief Networks: Uncertain Conditional Distributions Per Cause....Pages 223-232
An Extension of the Analytic Hierarchy Process Method under the Belief Function Framework....Pages 233-242
Pairwise and Global Dependence in Trivariate Copula Models....Pages 243-251
On Additive Generators of Grouping Functions....Pages 252-261
Fusion Functions and Directional Monotonicity....Pages 262-268
Solving Multi-criteria Decision Problems under Possibilistic Uncertainty Using Optimistic and Pessimistic Utilities....Pages 269-279
Copula - Based Generalizations of OWA Operators....Pages 280-288
Generalized Product....Pages 289-295
Improving the Performance of FARC-HD in Multi-class Classification Problems Using the One-Versus-One Strategy and an Adaptation of the Inference System....Pages 296-306
Pre-orders and Orders Generated by Conjunctive Uninorms....Pages 307-316
On Extensional Fuzzy Sets Generated by Factoraggregation....Pages 317-326
Preassociative Aggregation Functions....Pages 327-334
An Extended Event Reasoning Framework for Decision Support under Uncertainty....Pages 335-344
Adjoint Triples and Residuated Aggregators....Pages 345-354
First Approach of Type-2 Fuzzy Sets via Fusion Operators....Pages 355-363
Weakly Monotone Averaging Functions....Pages 364-373
F-transform and Its Extension as Tool for Big Data Processing....Pages 374-383
Fuzzy Queries over NoSQL Graph Databases: Perspectives for Extending the Cypher Language....Pages 384-395
Learning Categories from Linked Open Data....Pages 396-405
The X- μ Approach: In Theory and Practice....Pages 406-415
Kolmogorov-Smirnov Test for Interval Data....Pages 416-425
A Continuous Updating Rule for Imprecise Probabilities....Pages 426-435
Stable Non-standard Imprecise Probabilities....Pages 436-445
Coherent T -conditional Possibility Envelopes and Nonmonotonic Reasoning....Pages 446-455
Decision Making with Hierarchical Credal Sets....Pages 456-465
A Propositional CONEstrip Algorithm....Pages 466-475
Multinomial Logistic Regression on Markov Chains for Crop Rotation Modelling....Pages 476-485
Approximate Inference in Directed Evidential Networks with Conditional Belief Functions Using the Monte Carlo Algorithm....Pages 486-497
A Note on Learning Dependence under Severe Uncertainty....Pages 498-507
Brain Computer Interface by Use of Single Trial EEG on Recalling of Several Images....Pages 508-517
Model Reference Gain Scheduling Control of a PEM Fuel Cell Using Takagi-Sugeno Modelling....Pages 518-527
Non-quadratic Stabilization for T-S Systems with Nonlinear Consequent Parts....Pages 528-538
Model Following Control of a Unicycle Mobile Robot via Dynamic Feedback Linearization Based on Piecewise Bilinear Models....Pages 539-548
An Anti-windup Scheme for PB Based FEL....Pages 549-558
Some Aggregation Operators of General Misinformation....Pages 559-564
Back Matter....Pages -

2014-11-10