09:00 Parallel Sessions
We1A SS10: Flexible Advanced Mining Methods for Data, Text and Social Networks Chair: Carlos Fernandez-Basso 09:00 Salvador López Joya, José Ángel Díaz García, María Dolores Ruiz Jiménez and María José Martín Bautista. Why a bot is undetectable? An explainability-based study of misclassified automated accounts in social networks 09:20 J. Angel Diaz-Garcia, M. Dolores Ruiz and Maria J. Martin-Bautista. Liars know how to argue: An approach to disinformation analysis based on argument mining 09:40 Catarina Pontes, António Fonseca, Sérgio Moro, Fernando Batista, Ricardo Ribeiro, Catarina Marques, Paula Carvalho, Cláudia Silva and Rita Guerra. Unveiling Patterns of Hate Speech in the Portuguese Sphere: A Social Network Analysis Approach 10:00 Andrea Morales-Garzón, Roberto Morcillo-Jiménez, Karel Gutiérrez-Batista and Maria J. Martin-Bautista. User-friendly health-conscious recipe adaptation system using fuzzy linguistic variables We1B SS5: Representing and Managing Uncertainty I Chair: Jesús Medina 09:00 M. Eugenia Cornejo, Elena Jaramillo-Rosado and David Lobo. Bipolar inequations on complete distributive symmetric residuated lattices 09:20 Petra Stevuliakova and Zahra Alijani. Division of Interactive Fuzzy Numbers Using Joint Possibility Distributions 09:40 (SP) Tommaso Flaminio, Francesco Manfucci and Sara Ugolini. Conditionals as quotients: an algebraic approach 10:00 (SP) Manuel Ojeda-Hernandez, Inma P. Cabrera, Pablo Cordero and Emilio Muñoz-Velasco. Fuzzy pseudointents 10:20 (SP) Libor Behounek. Precompact fuzzy indistinguishability relations: a model of bounded discernment in similarity-based reasoning We1C Decision Making and Ranking Methodologies II Chair: Vladik Kreinovich 09:00 Ignacio Montes, Pérez-Fernández Raúl and De Baets Bernard. A correspondence between methods for ranking elements of a poset and stochastic orderings 09:20 (SP) Michal Holcapek, Nhung Cao, Radek Valasek, Nicolas Madrid, Tomas Tichy and David Nedela. An Exploration of The Weighted Quantile Approach in Probabilistic Fuzzy Inference 09:40 Pavel Novoa-Hernández, David Pelta and José Luis Verdegay. On the impact of weighting schemes on alternative evaluation 10:00 (SP) Zhen Zhang. Consensus Reaching Model for Two-Rank Group Decision Making with Personalized Individual Semantics
10:40 Coffee Break 11:00 Ruth ByrneHow people understand counterfactual explanations for decisions by AI systems 12:00 Lunch 13:30 Parallel Sessions
We2A SS4:Information fusion techniques based on aggregation functions, preaggregation functions and their generalizations
Chair: Javier Fernandez 13:30 Filipe Santos, João M. C. Sousa and Susana M. Vieira. Topic Modeling for enhancing Transformers Hate Speech Detection 13:50 Mónica Martins, Filipe Santos, Alexandre Almeida, Susana M. Vieira and João M. C. Sousa. Using Information Fusion to Predict Customer Sentiment 14:10 (SP) Diego García-Zamora, Bapi Dutta, José Rui Figueira and Luis Martínez. Deck-of-Card-based Membership functions: A Socio-Technical Approach 14:30 (SP) Pelayo S. Dosantos, Irene Mariñas-Collado, Agustina Bouchet and Susana Montes. Averaging functions and admissible orders applied to the Interval Shortest Path Problem 14:50 Brice Mayag. A robust interpretation of criteria interactions: Explaining the Human Development Index ranking by a 2-additive Choquet Integral model We2B SS5: Representing and Managing Uncertainty II Chair: David Lobo 13:30 Stefanie Penzel, Mathias Rudolph, Helko Borsdorf and Olfa Kanoun. Managing Uncertainty in Spectra for Fuzzy Classification 13:50 Maria Eugenia Cornejo Piñero, Jesús Medina and Francisco José Ocaña Alcázar. Characterizing fully true attribute implications 14:10 Fernando Chacón, Maria Eugenia Cornejo Piñero and Jesús Medina. Efficiency of fuzzy decision algorithms based on the certainty of decision rules 14:30 (SP) Henri Bollaert, Marko Palangetić, Chris Cornelis, Salvatore Greco and Roman Slowinski. Fuzzy rough rule induction with granular approximations 14:50 Henri Prade and Gilles Richard. From default to analogical and paralogical reasoning. Logics of pairs and their multiple-valued extensions We2C Innovative Approaches in Neural Network Applications Chair: Christophe Marsala 13:30 Alberto Ortiz, Óscar Valero and Juan José Miñana. On the Use of Modular Indistinguishability Operators in RBFNN-like Models 13:50 (SP) Ilaria Lucrezia Amerise, Valeria Fionda and Giuseppe Pirrò. Time-Series Cross-Sectional Missing Data Imputation via Bipartite Graphs 14:10 Joanna C. Manjarres, Douglas O. Cardoso, Aldebaro Klautau and José Ferreira de Rezende. A WiSARD Network Approach for 5G MIMO Beam Selection 14:30 (SP) Malgorzata Schwab. Invertible Neural Networks for Synthetic Data Generation Satisfying Privacy Preservation Principles
15:10 Coffee Break 15:40 Parallel Sessions
We3A SS4: Information Fusion Techniques based on Aggregation Functions, Preaggregation Functions and their Generalizations II Chair: Graçaliz Dimuro 15:40 (SP) Tiago da Cruz Asmus, Humberto Bustince, Giancarlo Lucca, Cedric Marco-Detchart, Heloisa Camargo, Joelson Sartori and Graçaliz Dimuro. On generalized n-dimensional grouping indices 16:00 (SP) Mikel Ferrero-Jaurrieta, Rui Paiva, Anderson Cruz, Asier Urio, Radko Mesiar, Zdenko Takác and Humberto Bustince. Pseudo-additive generators for pseudo-overlap and pseudo-grouping functions 16:20 Lidiane C. Silva, Lizandro S. Oliveira, Helida Santos, Giancarlo Lucca, Adenauer Yamin, Benjamin Bedregal and Renata Reiser. Intf-HybridMem: ωA-IvE Entropy Analysis via Median and Arithmetic Mean Fuzzy Aggregations 16:40 (SP) Nicolás Zumelzu, Johanna Marambio, Rui Paiva, Andres Mansilla, Edmundo Mansilla, Nícolas Jacobino-Martins and Benjamín Bedregal. The ordered weighted geometric averaging (OWGA) operators on fuzzy numbers based in admissible orders We3B SS5: Representing and Managing Uncertainty III Chair: Fernando Chacón-Gómez 15:40 (SP) Manuel Ojeda-Hernandez, Domingo López-Rodríguez, Francisco Pérez-Gámez and Carlos Bejines López. Quasi and pseudo-closed elements in partial formal concept analysis 16:00 (SP) Pedro Huidobro, Noelia Rico, Sara S. Fernández and Agustina Bouchet. Strong Robust Similarities: A new family of similarity measures 16:20 (SP) Tommaso Flaminio, Lluis Godo and Giuliano Rosella. Possibility of Conditionals and Conditional Possibilities: From the Triviality Result to Possibilistic Imaging 16:40 (SP) Mario Villar, Noelia Rico and Irene Diaz. Scoring Uncertainty in Synthetic Voting Procedures We3C SS8: Linguistic Expressions and Generalized Quantifiers
Chair: Katarzyna Kaczmarek-Majer 15:40 (SP) Ares Fabregat-Hernández, Javier Palanca and Vicent Botti. Unpacking Language Categories: Uncertainty and Similarity 16:00 (SP) Petra Murinová and Vilém Novák. Application of intermediate quantifiers suggest way to solution of problems of non-monotonic logic 16:20 (SP) Aleksandra Rutkowska. Measure inflation expectations by incorporating linguistic term evolving perception within a fuzzy environment 16:40 (SP) Janusz Kacprzyk and Slawomir Zadrozny. A new approach to query suggestion for bipolar queries via linguistic data summaries
