Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part II

Front Matter ....Pages i-xxii
Front Matter ....Pages 1-1
 An Introduction to Differential Algebraic Equations Under Interval Uncertainty: A First Step Toward Generalized Uncertainty DAEs  (Weldon Alexander Lodwick, Marina Tuyako Mizukoshi)....Pages 3-12
 Classification of Hyperbolic Singularities in Interval 3-Dimensional Linear Differential Systems  (Marina Tuyako Mizukoshi, Alain Jacquemard, Weldon Alexander Lodwick)....Pages 13-27
 New Results in the Calculus of Fuzzy-Valued Functions Using Mid-Point Representations  (Luciano Stefanini, Laerte Sorini, Mina Shahidi)....Pages 28-42
 On the Sum of Generalized Hukuhara Differentiable Fuzzy Functions  (Yurilev Chalco-Cano, A. Khastan, Antonio Rufián-Lizana)....Pages 43-50
Front Matter ....Pages 51-51
 Imprecise Classification with Non-parametric Predictive Inference  (Serafín Moral, Carlos J. Mantas, Javier G. Castellano, Joaquín Abellán)....Pages 53-66
 On the Elicitation of an Optimal Outer Approximation of a Coherent Lower Probability  (Enrique Miranda, Ignacio Montes, Paolo Vicig)....Pages 67-81
 Binary Credal Classification Under Sparsity Constraints  (Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck)....Pages 82-95
 Cautious Label-Wise Ranking with Constraint Satisfaction  (Yonatan-Carlos Carranza-Alarcon, Soundouss Messoudi, Sébastien Destercke)....Pages 96-111
 Approximating General Kernels by Extended Fuzzy Measures: Application to Filtering  (Sébastien Destercke, Agnès Rico, Olivier Strauss)....Pages 112-123
 Metrical Approach to Measuring Uncertainty  (Andrey G. Bronevich, Igor N. Rozenberg)....Pages 124-136
 Conditioning and Dilation with Coherent Nearly-Linear Models  (Renato Pelessoni, Paolo Vicig)....Pages 137-150
 Learning Sets of Bayesian Networks  (Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral)....Pages 151-164
 A Study of the Set of Probability Measures Compatible with Comparative Judgements  (Alexander Erreygers, Enrique Miranda)....Pages 165-179
 Coherent and Archimedean Choice in General Banach Spaces  (Gert de Cooman)....Pages 180-194
 Archimedean Choice Functions  (Jasper De Bock)....Pages 195-209
 Dynamic Portfolio Selection Under Ambiguity in the \(\epsilon \)-Contaminated Binomial Model  (Paride Antonini, Davide Petturiti, Barbara Vantaggi)....Pages 210-223
 Limit Behaviour of Upper and Lower Expected Time Averages in Discrete-Time Imprecise Markov Chains  (Natan T’Joens, Jasper De Bock)....Pages 224-238
Front Matter ....Pages 239-239
 An Interval-Valued Divergence for Interval-Valued Fuzzy Sets  (Susana Díaz, Irene Díaz, Susana Montes)....Pages 241-249
 The Fuzzy Processing of Metaphors  (Charles Tijus)....Pages 250-257
 A Measurement Theory Characterization of a Class of Dissimilarity Measures for Fuzzy Description Profiles  (Giulianella Coletti, Davide Petturiti, Bernadette Bouchon-Meunier)....Pages 258-268
 Learning Tversky Similarity  (Javad Rahnama, Eyke Hüllermeier)....Pages 269-280
Front Matter ....Pages 281-281
 Belief Functions for the Importance Assessment in Multiplex Networks  (Alexander Lepskiy, Natalia Meshcheryakova)....Pages 283-296
 Correction of Belief Function to Improve the Performances of a Fusion System  (Didier Coquin, Reda Boukezzoula, Rihab Ben Ameur)....Pages 297-311
 Evaluation of Probabilistic Transformations for Evidential Data Association  (Mohammed Boumediene, Jean Dezert)....Pages 312-326
 A Belief Classification Approach Based on Artificial Immune Recognition System  (Rihab Abdelkhalek, Zied Elouedi)....Pages 327-340
 Evidential Group Spammers Detection  (Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre)....Pages 341-353
 Dempster-Shafer Theory: Ηow Constraint Programming Can Help  (Alexandros Kaltsounidis, Isambo Karali)....Pages 354-367
 Bayesian Smoothing of Decision Tree Soft Predictions and Evidential Evaluation  (Nicolas Sutton-Charani)....Pages 368-381
 On Solutions of Marginal Problem in Evidence Theory  (Jiřina Vejnarová)....Pages 382-393
 Handling Mixture Optimisation Problem Using Cautious Predictions and Belief Functions  (Lucie Jacquin, Abdelhak Imoussaten, Sébastien Destercke)....Pages 394-407
Front Matter ....Pages 409-409
 A Note on Aggregation of Intuitionistic Values  (Anna Kolesárová, Radko Mesiar)....Pages 411-418
 BIOWA Operators  (Andrea Stupňanová, LeSheng Jin)....Pages 419-425
 On Compatibility of Two Approaches to Generalization of the Lovász Extension Formula  (Ľubomíra Horanská)....Pages 426-434
 The Formalization of Asymmetry in Disjunctive Evaluation  (Miroslav Hudec, Radko Mesiar)....Pages 435-446
 Fuzzy Inference System as an Aggregation Operator - Application to the Design of a Soil Chemical Quality Index  (Denys Yohana Mora-Herrera, Serge Guillaume, Didier Snoeck, Orlando Zúñiga Escobar)....Pages 447-456
 Necessary and Possible Interaction Between Criteria in a General Choquet Integral Model  (Paul Alain Kaldjob Kaldjob, Brice Mayag, Denis Bouyssou)....Pages 457-466
 Construction of Nullnorms Based on Closure and Interior Operators on Bounded Lattices  (Gül Deniz Çaylı)....Pages 467-480
 General Grouping Functions  (Helida Santos, Graçaliz P. Dimuro, Tiago C. Asmus, Giancarlo Lucca, Eduardo N. Borges, Benjamin Bedregal et al.)....Pages 481-495
 The Necessary and Possible Importance Relation Among Criteria in a 2-Additive Choquet Integral Model  (Brice Mayag, Bertrand Tchantcho)....Pages 496-509
 Measuring Polarization: A Fuzzy Set Theoretical Approach  (Juan Antonio Guevara, Daniel Gómez, José Manuel Robles, Javier Montero)....Pages 510-522
 New Methods for Comparing Interval-Valued Fuzzy Cardinal Numbers  (Barbara Pȩkala, Jarosław Szkoła, Krzysztof Dyczkowski, Tomasz Piłka)....Pages 523-536
 Aggregation Functions Transformed by 0 - 1 Valued Monotone Systems of Functions  (Martin Kalina)....Pages 537-548
Front Matter ....Pages 549-549
 Analyzing Non-deterministic Computable Aggregations  (Luis Garmendia, Daniel Gómez, Luis Magdalena, Javier Montero)....Pages 551-564
 Dissimilarity Based Choquet Integrals  (Humberto Bustince, Radko Mesiar, Javier Fernandez, Mikel Galar, Daniel Paternain, Abdulrahman Altalhi et al.)....Pages 565-573
Front Matter ....Pages 575-575
 A S-QFD Approach with Bipolar Fuzzy Hamacher Aggregation Operators and Its Application on E-Commerce  (Esra Çakır, Ziya Ulukan)....Pages 577-587
 An Undesirable Behaviour of a Recent Extension of OWA Operators to the Setting of Multidimensional Data  (Raúl Pérez-Fernández)....Pages 588-593
 Combining Absolute and Relative Information with Frequency Distributions for Ordinal Classification  (Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets)....Pages 594-602
 A Bidirectional Subsethood Based Fuzzy Measure for Aggregation of Interval-Valued Data  (Shaily Kabir, Christian Wagner)....Pages 603-617
Front Matter ....Pages 619-619
 Hybrid Model for Parkinson’s Disease Prediction  (Augusto Junio Guimarães, Paulo Vitor de Campos Souza, Edwin Lughofer)....Pages 621-634
 A Word Embedding Model for Mapping Food Composition Databases Using Fuzzy Logic  (Andrea Morales-Garzón, Juan Gómez-Romero, M. J. Martin-Bautista)....Pages 635-647
 Mining Text Patterns over Fake and Real Tweets  (Jose A. Diaz-Garcia, Carlos Fernandez-Basso, M. Dolores Ruiz, Maria J. Martin-Bautista)....Pages 648-660
Front Matter ....Pages 661-661
 A Genetic Approach to the Job Shop Scheduling Problem with Interval Uncertainty  (Hernán Díaz, Inés González-Rodríguez, Juan José Palacios, Irene Díaz, Camino R. Vela)....Pages 663-676
 A Fuzzy Goal Programming Approach to Fully Fuzzy Linear Regression  (Boris Pérez-Cañedo, Alejandro Rosete, José Luis Verdegay, Eduardo René Concepción-Morales)....Pages 677-688
 Planning Wi-Fi Access Points Activation in Havana City: A Proposal and Preliminary Results  (Cynthia Porras, Jenny Fajardo, Alejandro Rosete, David A. Pelta)....Pages 689-698
 Fuzzy Set Based Models Comparative Study for the TD TSP with Rush Hours and Traffic Regions  (Ruba Almahasneh, Tuu-Szabo, Peter Foldesi, Laszlo T. Koczy)....Pages 699-714
 Fuzzy Greedy Randomized Adaptive Search Procedure and Simulation Model to Solve the Team Orienteering Problem with Time Windows  (Airam Expósito-Márquez, Christopher Expósito-Izquierdo, Belén Melián-Batista, José Marcos Moreno-Vega)....Pages 715-727
 General-Purpose Automated Machine Learning for Transportation: A Case Study of Auto-sklearn for Traffic Forecasting  (Juan S. Angarita-Zapata, Antonio D. Masegosa, Isaac Triguero)....Pages 728-744
Front Matter ....Pages 745-745
 An Initial Study on Typical Hesitant (T,N)-Implication Functions  (Monica Matzenauer, Renata Reiser, Helida Santos, Jocivania Pinheiro, Benjamin Bedregal)....Pages 747-760
 Is the Invariance with Respect to Powers of a t-norm a Restrictive Property on Fuzzy Implication Functions? The Case of Strict t-norms  (Raquel Fernandez-Peralta, Sebastia Massanet, Arnau Mir)....Pages 761-774
 Some Remarks on Approximate Reasoning and Bandler-Kohout Subproduct  (Katarzyna Miś, Michał Baczyński)....Pages 775-787
 Modus Ponens Tollens for RU-Implications  (Isabel Aguiló, Sebastia Massanet, Juan Vicente Riera, Daniel Ruiz-Aguilera)....Pages 788-801
Back Matter ....Pages 803-807