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15th IPMU 2014: Montpellier, France - Volume 1
- Anne Laurent, Olivier Strauss, Bernadette Bouchon-Meunier, Ronald R. Yager:
Information Processing and Management of Uncertainty in Knowledge-Based Systems - 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part I. Communications in Computer and Information Science 442, Springer 2014, ISBN 978-3-319-08794-8
Invited Talks
- Inés Couso
:
Preference Relations and Families of Probabilities: Different Sides of the Same Coin. 1-9 - Stuart Russell:
Unifying Logic and Probability: A New Dawn for AI? 10-14
On Uncertainty and Imprecision on the Web of Data
- Davide Ceolin
Two Procedures for Analyzing the Reliability of Open Government Data. 15-24 - Ahmed Samet, Eric Lefèvre
Classification with Evidential Associative Rules. 25-35 - Giuseppe Rizzo
Towards Evidence-Based Terminological Decision Trees. 36-45 - Amira Essaid, Arnaud Martin, Grégory Smits, Boutheina Ben Yaghlane:
Uncertainty in Ontology Matching: A Decision Rule-Based Approach. 46-55
Decision Support and Uncertainty Management in Agri-Environment
- Madalina Croitoru, Rallou Thomopoulos, Nouredine Tamani:
A Practical Application of Argumentation in French Agrifood Chains. 56-66 - Mar Bisquert
Soft Fusion of Heterogeneous Image Time Series. 67-76 - Nouredine Tamani, Madalina Croitoru:
Fuzzy Argumentation System for Decision Support. 77-86 - Mariana V. Ribeiro, Luiz Manoel S. Cunha, Heloisa A. Camargo
Applying a Fuzzy Decision Tree Approach to Soil Classification. 87-96 - Fabio Guttler
Towards the Use of Sequential Patterns for Detection and Characterization of Natural and Agricultural Areas. 97-106 - Nicolas Sutton-Charani
Application of E 2 M Decision Trees to Rubber Quality Prediction. 107-116 - Valeria Borodin, Jean Bourtembourg, Faicel Hnaien
An Interval Programming Approach for an Operational Transportation Planning Problem. 117-126 - Cécile Coulon-Leroy
Fuzzy Modeling of a Composite Agronomical Feature Using FisPro: The Case of Vine Vigor. 127-137
Fuzzy Implications
- Sebastia Massanet
On Fuzzy Polynomial Implications. 138-147 - Sebastia Massanet
Implications Satisfying the Law of Importation with a Given Uninorm. 148-157 - Michal Baczynski
Laws of Contraposition and Law of Importation for Probabilistic Implications and Probabilistic S-implications. 158-167
Clustering
- Mai Le, Detlef D. Nauck, Bogdan Gabrys, Trevor Martin:
Sequential Clustering for Event Sequences and Its Impact on Next Process Step Prediction. 168-178 - Irene Diaz-Valenzuela, María J. Martín-Bautista
A Fuzzy Semisupervised Clustering Method: Application to the Classification of Scientific Publications. 179-188 - Sandra A. Sandri, Flávia Toledo Martins-Bedé, Luciano Vieira Dutra:
Using a Fuzzy Based Pseudometric in Classification. 189-198
Fuzzy Measures and Integrals
- Miguel Couceiro
Quasi-Lovász Extensions on Bounded Chains. 199-205 - Lequn Hu, Derek T. Anderson, Timothy C. Havens
Efficient and Scalable Nonlinear Multiple Kernel Aggregation Using the Choquet Integral. 206-215 - Didier Dubois, Henri Prade, Agnès Rico:
On the Informational Comparison of Qualitative Fuzzy Measures. 216-225 - Marco E. G. V. Cattaneo:
Maxitive Integral of Real-Valued Functions. 226-235 - Nobusumi Sagara
Fuzzy Weber Sets and Lovász Extensions of Cooperative Games. 236-245 - Eiichiro Takahagi:
Set Function Representations of Alternatives' Relative Features. 246-255 - Thibaut Lust, Antoine Rolland
2-additive Choquet Optimal Solutions in Multiobjective Optimization Problems. 256-265 - Brice Mayag:
A Characterization of the 2-Additive Symmetric Choquet Integral Using Trinary Alternatives. 266-275 - Yasuo Narukawa
Choquet Integral on Multisets. 276-283 - Aoi Honda
Rescaling for Evaluations Using Inclusion-Exclusion Integral. 284-293 - Christophe Labreuche:
Construction of a Bi-capacity and Its Utility Functions without any Commensurability Assumption in Multi-criteria Decision Making. 294-303
Non-Classical Logics
- Vasile Patrascu:
Multi-valued Representation of Neutrosophic Information. 304-313 - Adrien Revault d'Allonnes, Marie-Jeanne Lesot:
Formalising Information Scoring in a Multivalued Logic Framework. 314-324 - Agnieszka Kulacka:
Tableau Calculus for Basic Fuzzy Logic BL. 325-334 - Mohua Banerjee, Didier Dubois, Lluís Godo
Possibilistic vs. Relational Semantics for Logics of Incomplete Information. 335-344 - Thi-Minh-Tam Nguyen, Viet-Trung Vu, The-Vinh Doan, Duc-Khanh Tran:
Resolution in Linguistic First Order Logic Based on Linear Symmetrical Hedge Algebra. 345-354
Data Analysis
- Margaret F. Shipley, Gary L. Stading, Jonathan Davis:
A Fuzzy Set Based Evaluation of Suppliers on Delivery, Front Office Quality and Value-Added Services. 355-365 - Jörg Verstraete
A Fuzzy Rulebase Approach to Remap Gridded Spatial Data: Initial Observations. 366-375 - Gilles Moyse, Marie-Jeanne Lesot:
Fast and Incremental Computation for the Erosion Score. 376-385 - Patrick G. Clark, Jerzy W. Grzymala-Busse:
Complexity of Rule Sets Induced from Incomplete Data Sets Using Global Probabilistic Approximations. 386-395 - Gilles Mauris:
A Possibilistic View of Binomial Parameter Estimation. 396-405
Real-World Applications
- József Mezei
A New Approach to Economic Production Quantity Problems with Fuzzy Parameters and Inventory Constraint. 406-415 - Afef Denguir, François Trousset, Jacky Montmain
Approximate Reasoning for an Efficient, Scalable and Simple Thermal Control Enhancement. 416-426 - Nabila Heloulou, Messaoud Ramdani
Robust Statistical Process Monitoring for Biological Nutrient Removal Plants. 427-436 - Saori Iwanaga, Yoshinori Matsuura:
Considering Psychological Conditions in a Tsunami Evacuation Simulation. 437-446 - Juan José Palacios
β-Robust Solutions for the Fuzzy Open Shop Scheduling. 447-456
Aggregation
- Mustafa Demirci:
Aggregation Operators on Bounded Partially Ordered Sets, Aggregative Spaces and Their Duality. 457-465 - Andrea Capotorti
Smart Fuzzy Weighted Averages of Information Elicited through Fuzzy Numbers. 466-475 - Binyamin Yusoff
Analytical Hierarchy Process under Group Decision Making with Some Induced Aggregation Operators. 476-485 - Jana Spirková
Calibration of Utility Function and Mixture Premium. 486-495
Probabilistic Networks
- Janneke H. Bolt:
The General Expression of the Prior Convergence Error: A Proof. 496-505 - Rafael Cabañas
On SPI for Evaluating Influence Diagrams. 506-516 - Radim Jirousek:
On Causal Compositional Models: Simple Examples. 517-526 - Esma Nur Cinicioglu
How to Create Better Performing Bayesian Networks: A Heuristic Approach for Variable Selection. 527-535
Recommendation Systems and Social Networks
- Abdelhak Imoussaten
A Highly Automated Recommender System Based on a Possibilistic Interpretation of a Sentiment Analysis. 536-545 - Marek Z. Reformat
Suggesting Recommendations Using Pythagorean Fuzzy Sets illustrated Using Netflix Movie Data. 546-556 - Kuang Zhou, Arnaud Martin, Quan Pan:
Evidential Communities for Complex Networks. 557-566
Fuzzy Systems
- Rui Jorge Almeida, Nick Verbeek, Uzay Kaymak
Probabilistic Fuzzy Systems as Additive Fuzzy Systems. 567-576 - Ronald R. Yager:
Measure Inputs to Fuzzy Rules. 577-587 - Ricardo de Aldama, Michaël Aupetit:
Interpretability in Fuzzy Systems Optimization: A Topological Approach. 588-597
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