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16th IPMU 2016: Eindhoven, The Netherlands - Volume 1
- João Paulo Carvalho, Marie-Jeanne Lesot, Uzay Kaymak
, Susana M. Vieira, Bernadette Bouchon-Meunier, Ronald R. Yager:
Information Processing and Management of Uncertainty in Knowledge-Based Systems - 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20-24, 2016, Proceedings, Part I. Communications in Computer and Information Science 610, Springer 2016, ISBN 978-3-319-40595-7
Fuzzy Measures and Integrals
- Radko Mesiar, Andrea Stupnanová:
Decomposition Integral Based Generalizations of OWA Operators. 3-10 - Pedro Miranda
Finding the Set of k-additive Dominating Measures Viewed as a Flow Problem. 11-22 - Christophe Labreuche:
On Capacities Characterized by Two Weight Vectors. 23-34 - Lukás Adam
Computing Superdifferentials of Lovász Extension with Application to Coalitional Games. 35-45 - Mikhail Timonin:
Conjoint Axiomatization of the Choquet Integral for Heterogeneous Product Sets. 46-57 - Radko Mesiar, Ladislav Sipeky, Alexandra Siposová:
Aggregation of Choquet Integrals. 58-64 - Aoi Honda
Inclusion-Exclusion Integral and t-norm Based Data Analysis Model Construction. 65-77 - Leary Tomlin, Derek T. Anderson, Christian Wagner, Timothy C. Havens, James M. Keller:
Fuzzy Integral for Rule Aggregation in Fuzzy Inference Systems. 78-90 - Eiichiro Takahagi:
On a Fuzzy Integral as the Product-Sum Calculation Between a Set Function and a Fuzzy Measure. 91-100 - Brice Mayag:
A 2-Additive Choquet Integral Model for French Hospitals Rankings in Weight Loss Surgery. 101-116 - Marta Cardin:
Benchmarking over Distributive Lattices. 117-125
Uncertainty Quantification with Imprecise Probability
- Edoardo Patelli
Efficient Simulation Approaches for Reliability Analysis of Large Systems. 129-140 - Ignacio Montes
Bivariate p-boxes and Maxitive Functions. 141-152 - Gero Walter, Frank P. A. Coolen:
Sets of Priors Reflecting Prior-Data Conflict and Agreement. 153-164 - Frank P. A. Coolen, Yi-Chao Yin, Tahani Coolen-Maturi
On Imprecise Statistical Inference for Accelerated Life Testing. 165-176 - Pavel Kovanic:
The Mathematical Gnostics (Advanced Data Analysis). 177-188
Textual Data Processing
- Albert Gatt, Nicolás Marín
The Role of Graduality for Referring Expression Generation in Visual Scenes. 191-203 - Akshay Jain, Tianqi Jiang, James M. Keller:
Impact of the Shape of Membership Functions on the Truth Values of Linguistic Protoform Summaries. 204-213 - Slawomir Zadrozny
A Solution of the Multiaspect Text Categorization Problem by a Hybrid HMM and LDA Based Technique. 214-225 - Sébastien Lefort, Marie-Jeanne Lesot, Elisabetta Zibetti
How Much Is "About"? Fuzzy Interpretation of Approximate Numerical Expressions. 226-237 - Massissilia Medjkoune, Sébastien Harispe, Jacky Montmain
Towards a Non-oriented Approach for the Evaluation of Odor Quality. 238-249
Belief Function Theory and Its Applications
- Chunfeng Lian
Joint Feature Transformation and Selection Based on Dempster-Shafer Theory. 253-261 - Thanh-Long Nguyen, Didier Coquin, Reda Boukezzoula:
Recognition of Confusing Objects for NAO Robot. 262-273 - Sabrine Mallek
Evidential Missing Link Prediction in Uncertain Social Networks. 274-285 - Quentin Labourey, Olivier Aycard, Denis Pellerin
An Evidential Filter for Indoor Navigation of a Mobile Robot in Dynamic Environment. 286-298 - Emmanuel Ramasso
A Solution for the Learning Problem in Evidential (Partially) Hidden Markov Models Based on Conditional Belief Functions and EM. 299-310
Graphical Models
- Esma Nur Cinicioglu
Determination of Variables for a Bayesian Network and the Most Precious One. 313-325 - Hamza Agli, Philippe Bonnard, Christophe Gonzales, Pierre-Henri Wuillemin
Incremental Junction Tree Inference. 326-337 - Matthieu Hourbracq, Pierre-Henri Wuillemin
Real Time Learning of Non-stationary Processes with Dynamic Bayesian Networks. 338-350
Fuzzy Implication Functions
- Maria José Asiain
About the Use of Admissible Order for Defining Implication Operators. 353-362 - Didier Dubois, Henri Prade, Agnès Rico, Bruno Teheux:
Generalized Sugeno Integrals. 363-374 - Isabel Aguiló, Jaume Suñer, Joan Torrens
A New Look on Fuzzy Implication Functions: FNI-implications. 375-386 - Margarita Mas, Miquel Monserrat, Daniel Ruiz-Aguilera
On a Generalization of the Modus Ponens: U-conditionality. 387-398 - Sebastia Massanet
A New Look on the Ordinal Sum of Fuzzy Implication Functions. 399-410 - Michal Baczynski
Distributivity of Implication Functions over Decomposable Uninorms Generated from Representable Uninorms in Interval-Valued Fuzzy Sets Theory. 411-422 - Przemyslaw Grzegorzewski
On Functions Derived from Fuzzy Implications. 423-434
Applications in Medicine and Bioinformatics
- Patrik Eklund, Ulrich Höhle
Non-commutative Quantales for Many-Valuedness in Applications. 437-449 - Karlson Pfannschmidt
Evaluating Tests in Medical Diagnosis: Combining Machine Learning with Game-Theoretical Concepts. 450-461 - Anna Wilbik
Fuzzy Modeling for Vitamin B12 Deficiency. 462-471
Real-World Applications
- Chun-Hsing Ho, Chieh-Ping Lai, Anas Almonnieay:
Using Geographic Information Systems and Smartphone-Based Vibration Data to Support Decision Making on Pavement Rehabilitation. 475-485 - Jorge Paredes, Ricardo Tanscheit
Automatic Synthesis of Fuzzy Inference Systems for Classification. 486-497 - Madalina Croitoru, Patrice Buche
A Proposal for Modelling Agrifood Chains as Multi Agent Systems. 498-509 - Ahmed Samet, Théophile Gaudin
Predictive Model Based on the Evidence Theory for Assessing Critical Micelle Concentration Property. 510-522
Fuzzy Methods in Data Mining and Knowledge Discovery
- Trevor P. Martin, Ben Azvine:
An Incremental Fuzzy Approach to Finding Event Sequences. 525-536 - Carlos Molina
Scenario Query Based on Association Rules (SQAR). 537-548 - Mohamed Moussaoui
POSGRAMI: Possibilistic Frequent Subgraph Mining in a Single Large Graph. 549-561 - Joaquim L. Viegas
Mining Consumer Characteristics from Smart Metering Data through Fuzzy Modelling. 562-573
Soft Computing for Image Processing
- Petr Hurtík
Approximate Pattern Matching Algorithm. 577-587 - Pavel Vlasánek
Image Reconstruction by the Patch Based Inpainting. 588-598 - Carlos Lopez-Molina
Similarity Measures for Radial Data. 599-611 - Francesc Xavier Aymerich, Pilar Sobrevilla, Eduard Montseny, Alex Rovira:
Application of a Mamdani-Type Fuzzy Rule-Based System to Segment Periventricular Cerebral Veins in Susceptibility-Weighted Images. 612-623 - Daniel Paternain
On the Use of Lattice OWA Operators in Image Reduction and the Importance of the Orness Measure. 624-634 - Juan Tinguaro Rodríguez
A Methodology for Hierarchical Image Segmentation Evaluation. 635-647 - Martins Kokainis, Svetlana V. Asmuss
Higher Degree F-transforms Based on B-splines of Two Variables. 648-659 - Manuel González Hidalgo
Gaussian Noise Reduction Using Fuzzy Morphological Amoebas. 660-671
Clustering
- Arthur Guillon, Marie-Jeanne Lesot, Christophe Marsala, Nikhil R. Pal:
Proximal Optimization for Fuzzy Subspace Clustering. 675-686 - Leandro Maciel
Participatory Learning Fuzzy Clustering for Interval-Valued Data. 687-698 - Ludmila Himmelspach, Stefan Conrad:
Fuzzy c-Means Clustering of Incomplete Data Using Dimension-Wise Fuzzy Variances of Clusters. 699-710 - József Mezei
On a Generalized Objective Function for Possibilistic Fuzzy Clustering. 711-722 - Marta P. B. Fernandes, Joaquim L. Viegas
Seasonal Clustering of Residential Natural Gas Consumers. 723-734
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