We have edited the IPMU2020 Book of Abstracts, containing the program and the abstracts of the accepted papers, which have already been published in three volumes.
Program Overview
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Monday 15/06 |
Tuesday 16/6 |
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14:30 – 15:30 |
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15:40 – 16:00 |
Opening session |
Homage to Enrique Ruspini |
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16:00 – 17:00 |
J. Keller |
B. Schuller |
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17:10 – 18:50 |
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19:10 – 20:30 |
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Welcome reception BYOD* |
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* bring your own drink |
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Wednesday 17/6 |
Thursday 18/6 |
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14:30 – 15:30 |
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15:40 – 16:00 |
Open mic: Online conferences |
Best paper award |
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16:00 – 17:00 |
B. Tversky (Kampé de Fériet award) |
L. Coheur |
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17:10 – 18:50 |
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19:10 – 20:30 |
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Closing session |
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Detailed Program
| Monday 15/06 | |
| Mo1A | SS2: Theoretical and Applied Aspects of Imprecise Probabilities, part I |
| Chair: Enrique Miranda | |
| 17:10 – 17:30 | Serafín Moral-García, Carlos J. Mantas, Javier G. Castellano and Joaquin Abellán. Imprecise Classification with Non-Parametric Predictive Inference |
| 17:30 – 17:50 | Enrique Miranda, Ignacio Montes and Paolo Vicig. On the elicitation of an optimal outer approximation of a coherent lower probability |
| 17:50 – 18:10 | Tathagata Basu, Matthias Troffaes and Jochen Einbeck. Binary Credal Classification under Sparsity Constraints |
| 18:10 – 18:30 | Yonatan Carlos Carranza Alarcon, Soundouss Messoudi and Sébastien Destercke. Cautious label-wise ranking with constraint satisfaction |
| 18:30 – 18:50 | Sébastien Destercke, Agnes Rico and Olivier Strauss. Approximating general kernels by extended fuzzy measures: application to filtering |
| Mo1B | Games & SS18: Discrete Models and Computational Intelligence |
| Chair: László Kóczy | |
| 17:10 – 17:30 | Christian Fermuller, Timo Lang and Alexandra Pavlova. From Truth Degree Comparison Games to Sequents-of-Relations Calculi for Gödel Logic |
| 17:30 – 17:50 | Arij Azzabi, Nahla Ben Amor, Hélène Fargier and Régis Sabbadin. OrdinalGraph-basedGames |
| 17:50 – 18:10 | Istvan Harmati and Laszlo T. Koczy. Improvements on the Convergence and Stability of Fuzzy Grey Cognitive Maps |
| 18:10 – 18:30 | María Barroso, Inmaculada Gutiérrez, Daniel Gómez, Javier Castro and Rosa Espínola. Group definition based on flow in community detection |
| 18:30 – 18:50 | Margarita Knyazeva, Alexander Bozhenyuk and Uzay Kaymak. Fuzzy Temporal Graphs and Sequence Modelling in Scheduling Problem |
| Mo1C | Real World Applications |
| Chair: João Sousa | |
| 17:10 – 17:30 | Anna Wilbik, Diego Barreto and Ge Backus. On relevance of linguistic summaries – a case study from the agro-food domain |
| 17:30 – 17:50 | Orla McHugh, Jun Liu, Fiona Browne, Philip Jordan and Deborah McConnell. Data-Driven Classifiers for Predicting Grass Growth in Northern Ireland: A Case Study |
| 17:50 – 18:10 | Karol Bot, Antonio Ruano and Maria Da Graça Ruano. Forecasting Electricity Consumption in Residential Buildings for home Energy Management Systems |
| 18:10 – 18:30 | Miguel Martins, Tiago Coito, Bernardo Firme, Joaquim Viegas, João Sousa, João Figueiredo and Susana Vieira. Solving Dynamic Delivery Services using Ant Colony Optimization |
| 18:30 – 18:50 | Olga Kamińska, Katarzyna Kaczmarek-Majer and Olgierd Hryniewicz. Acoustic feature selection with fuzzy clustering, self organizing maps and psychiatric assessments |
| Mo1D | Knowledge Processing and Creation |
| Chair: Marie-Jeanne Lesot | |
| 17:10 – 17:30 | Grégory Smits, Ronald R. Yager, Marie-Jeanne Lesot and Olivier Pivert. Concept Membership Modeling Using a Choquet Integral |
| 17:30 – 17:50 | Eugénio Ribeiro, Ricardo Ribeiro, Fernando Batista and João Oliveira. Using Topic Information to Improve Non-Exact Keyword-Based Search for Mobile Applications |
| 17:50 – 18:10 | Rui Jorge Almeida, Greetje Adriaans and Yuliya Shapovalova. Graphical Causal Models and Imputing Missing Data: A Preliminary Study |
| 18:10 – 18:30 | Mourad Oussalah, Abhinay Pandya and Panos Kostakos. MaTED: Metadata-assisted Twitter Event Detection System |
| 18:30 – 18:50 | Navid Rezaei, Marek Z. Reformat and Ronald R. Yager. Image-based World-perceiving Knowledge Graph (WpKG) with Imprecision |
| Mo2A | SS2: Theoretical and Applied Aspects of Imprecise Probabilities, part II |
| Chair: Ignacio Montes | |
| 19:10 – 19:30 | Andrey G. Bronevich and Igor N. Rozenberg. Metrical approach to measuring uncertainty |
| 19:30 – 19:50 | Renato Pelessoni and Paolo Vicig. Conditioning and Dilation with Coherent Nearly-Linear Models |
| 19:50 – 20:10 | Andrés Cano, Manuel Gómez-Olmedo and Serafin Moral. Learning Sets of Bayesian Networks |
| 20:10 – 20:30 | Alexander Erreygers and Enrique Miranda. A study of the set of probability measures compatible with comparative judgements |
| Mo2B | XAI & SS13: Image Understanding and Explainable AI |
| Chair: Isabelle Bloch | |
| 19:10 – 19:30 | Direnc Pekaslan, Chao Chen, Christian Wagner and Jonathan M. Garibaldi. Performance and Interpretability in Fuzzy Logic Systems – can we have both? |
| 19:30 – 19:50 | Paulo Lisboa, Sandra Ortega and Ivan Olier. Explaining the neural network: A case study to model the incidence of cervical cancer |
| 19:50 – 20:10 | Antoine Richard, Brice Mayag, François Talbot, Alexis Tsoukias and Yves Meinard. Transparency of classification systems for clinical decision support |
| 20:10 – 20:30 | Bryce Murray, Derek Anderson, Timothy Havens, Tim Wilkin and Anna Wilbik. Information Fusion-2-Text: Explainable Aggregation via Linguistic Protoforms |
| Mo2C | SS10: Fuzzy Implication Functions |
| Chair: Michal Baczynski | |
| 19:10 – 19:30 | Mônica Lorea Matzenauer, Renata Reiser, Helida Santos, Jocivania Pinheiro and Benjamin Bedregal. An Initial Study on Typical Hesitant (T,N)-Implication Functions |
| 19:30 – 19:50 | Raquel Fernandez-Peralta, Sebastia Massanet and Arnau Mir. Is the invariance with respect to powers of a t-norm a restrictive property on fuzzy implication functions? The case of strict t-norms |
| 19:50 – 20:10 | Katarzyna Miś and Michal Baczynski. Some Remarks on Approximate Reasoning and Bandler-Kohout Subproduct |
| 20:10 – 20:30 | Isabel Aguiló, Sebastià Massanet, Juan Vicente Riera and Daniel Ruiz-Aguilera. Modus Ponens Tollens for RU-implications |
| Mo2D | SS11: Soft Methods in Statistics and Data Analysis, part I |
| Chair: Przemyslaw Grzegorzewski | |
| 19:10 – 19:30 | Leandro Maciel, Rosangela Ballini and Fernando Gomide. A fuzzy model for interval-valued time series modeling and application in exchange rate forecasting |
| 19:30 – 19:50 | Laura Franzoi, Andrea Sgarro, Anca Dinu and Liviu P. Dinu. Random Steinhaus distances for robust syntax-based classification of partially inconsistent linguistic data |
| 19:50 – 20:10 | Corrado Mencar. Possibilistic Bounds for Granular Counting |
| 20:10 – 20:30 | Przemyslaw Grzegorzewski. Two-Sample Dispersion Problem for Fuzzy Data |
| Tuesday 16/6 | |
| Tu1A | Image Processing |
| Chair: Olivier Strauss | |
| 14:30 – 14:50 | Christophe Ribal, Nicolas Lermé and Sylvie Le Hégarat-Mascle. Thin Structures Segmentation Using Anisotropic Neighborhoods |
| 14:50 – 15:10 | Vincent Toureau, Pedro Bibiloni, Lidia Talavera-Martínez and Manuel González-Hidalgo. Automatic detection of symmetry in dermoscopic images based on shape and texture |
| 15:10 – 15:30 | Mohamed El Yazid Boudaren, Ali Hamache and Islam Debicha. Dempster-Shafer Parzen-Rosenblatt Hidden Markov Fields for Multichannel Image Segmentation |
| Tu1B | SS21: Formal Concept Analysis, Rough Sets, General Operators and Related Topics, part I |
| Chair: Jesús Medina | |
| 14:30 – 14:50 | Didier Dubois and Henri Prade. Towards a logic-based view of some approaches to classification tasks |
| 14:50 – 15:10 | Alexander Sostak, Ingrida Uljane and Patrik Eklund. Fuzzy relatinal mathematical morphology: erosion and dilation |
| 15:10 – 15:30 | Ondrej Kridlo. Isotone L-Fuzzy Formal Concept Analysis and L-valued Fuzzy Measure and Integral |
| Tu1C | SS9: Computational Intelligence for Logistics and Transportation Problems, Part I |
| Chair: Belén Melián-Batista | |
| 14:30 – 14:50 | Hernán Díaz, Inés González-Rodríguez, Juan José Palacios, Irene Díaz and Camino R. Vela. A Genetic Approach to the Job Shop Scheduling Problem with Interval Uncertainty |
| 14:50 – 15:10 | Boris Pérez-Cañedo, Alejandro Rosete, José Luis Verdegay and Eduardo René Concepción-Morales. A Fuzzy Goal Programming Approach To Fully Fuzzy Linear Regression |
| 15:10 – 15:30 | Cynthia Porras Nodarse, Jenny Fajardo Calderín, Alejandro Rosete Súarez and David A. Pelta. Planning Wi-Fi access points activation in Havana City: proposal and preliminary results |
| Tu1D | SS11: Soft Methods in Statistics and Data Analysis, part II |
| Chair: Przemyslaw Grzegorzewski | |
| 14:30 – 14:50 | Daniel Vélez, Guillermo Villarino Martínez, J. Tinguaro Rodríguez and Daniel Gomez. A method to generate soft reference data for topic identication |
| 14:50 – 15:10 | Gionatan Gallo, Vincenzo Ferrari, Francesco Marcelloni and Pietro Ducange. SK-MOEFS: A Library in Python for Designing Accurate and Explainable Fuzzy Models |
| 15:10 – 15:30 | Maciej Romaniuk. Imprecise approaches to analysis of insurance portfolio with catastrophe bond |
| Tu2A | Decision making, preference & votes |
| Chair: Davide Petturiti | |
| 17:10 – 17:30 | Thomas A. Runkler. Generalized Weak Transitivity of Preference |
| 17:30 – 17:50 | Behrooz Etesamipour and Robert J. Hammell II. Investigation of Ranking Methods within the Military Value of Information (VoI) Problem Domain |
| 17:50 – 18:10 | Cesar Gonzalez Fernandez, Javier Cabezas Givica, Alberto Fernandez and Isaac Martin de Diego. Combining Multi-Agent Systems and Subjective Logic to Develop Decision Support Systems |
| 18:10 – 18:30 | Zoé Krug, Romain Guillaume and Olga Battaïa. Decision under ignorance: a comparison of existing criteria |
| 18:30 – 18:50 | Janusz Kacprzyk, Jose M. Merigo, Hannu Nurmi and Slawomir Zadrozny. Multi-agent systems and voting: how similar are voting procedures |
| Tu2B | SS5: Aggregation: Theory and Practice, part I |
| Chair: Radko Mesiar | |
| 17:10 – 17:30 | Anna Kolesárová and Radko Mesiar. A note on aggregation of intuitionistic values |
| 17:30 – 17:50 | Andrea Stupnanova and Lesheng Jin. BIOWA operators |
| 17:50 – 18:10 | Lubomíra Horanská. On compatibility of two approaches to generalization of the Lovász extension formula |
| 18:10 – 18:30 | Miroslav Hudec and Radko Mesiar. The Formalization of Asymmetry in Disjunctive Evaluation |
| 18:30 – 18:50 | Denys Yohana Mora-Herrera, Serge Guillaume, Didier Snoeck and Orlando Zuniga Escobar. Fuzzy inference system as an aggregation operator – Application to the design of a soil chemical quality index |
| Tu2C | SS15: Mathematical Methods Towards Dealing with Uncertainty in Applied Sciences, part I |
| Chair: Irina Perfilieva | |
| 17:10 – 17:30 | Jiří Močkoř. On the relationship among relational categories of fuzzy topological structures |
| 17:30 – 17:50 | Vinícius Wasques, Beatriz Laiate, Francielle Santo Pedro, Estevão Esmi and Laécio C. Barros. Interactive Fuzzy Fractional Differential Equation: Application on HIV Dynamics |
| 17:50 – 18:10 | Beatriz Laiate, Francielle Santo Pedro, Estevão Esmi and Laécio C. Barros. HIV Dynamics under Antiretroviral Treatment with Interactivity |
| 18:10 – 18:30 | Anand Pratap Singh and Irina Perfilieva. On categories of L-fuzzifying approximation spaces, L-fuzzifying pretopological spaces and L-fuzzifying closure spaces |
| 18:30 – 18:50 | Anand Pratap Singh and Irina Perfilieva. Measure of lattice-valued direct F-transforms and its topological interpretations |
| Tu2D | SS16: Statistical Image Processing and Analysis, with Applications in Neuroimaging |
| Chair: John Kornak | |
| 17:10 – 17:30 | Rajarshi Guhaniyogi. High Dimensional Bayesian Regularization in Regressions Involving Symmetric Tensors |
| 17:30 – 17:50 | John Muschelli. A Publicly Available, High Resolution, Unbiased CT Brain Template |
| 17:50 – 18:10 | Davneet Minhas, Zixi Yang, John Muschelli, Charles Laymon, Joseph Mettenburg, Matthew Zammit, Sterling Johnson, Chester Mathis, Ann Cohen, Benjamin Handen, William Klunk, Ciprian Crainiceanu, Bradley Christian and Dana Tudorascu. Statistical methods for processing neuroimaging data from two different sites with a Down syndrome population application |
| 18:10 – 18:30 | John Kornak, Ross Boylan, Karl Young, Amy Wolf, Yann Cobigo and Howard Rosen. Bayesian image analysis in Fourier space using data-driven priors (DD-BIFS) |
| 18:30 – 18:50 | Aaron Scheffler, Abigail Dickinson, Charlotte DiStefano, Shafali Jeste and Damla Senturk. Covariate-Adjusted Hybrid Principal Components Analysis |
| Tu3A | SS2: Theoretical and Applied Aspects of Imprecise Probabilities, part III |
| Chair: Enrique Miranda | |
| 19:10 – 19:30 | Gert de Cooman. Coherent and Archimedean choice in general Banach spaces |
| 19:30 – 19:50 | Jasper De Bock. Archimedean Choice Functions: an Axiomatic Foundation for Imprecise Decision Making |
| 19:50 – 20:10 | Paride Antonini, Davide Petturiti and Barbara Vantaggi. Dynamic portfolio selection under ambiguity in the \epsilon-contaminated binomial model |
| 20:10 – 20:30 | Natan T’Joens and Jasper De Bock. Limit Behaviour of Upper and Lower Expected Time Averages in Discrete-Time Imprecise Markov Chains |
| Tu3B | SS5: Aggregation: Theory and Practice, part II |
| Chair: Andrea Stupnanova | |
| 19:10 – 19:30 | Paul Alain Kaldjob Kaldjob, Brice Mayag and Denis Bouyssou. Necessary and possible interaction between criteria in a general Choquet integral model |
| 19:30 – 19:50 | Gül Deniz Çaylı. Construction of nullnorms based on closure and interior operators on bounded lattices |
| 19:50 – 20:10 | Helida Santos, Graçaliz P. Dimuro, Tiago C. Asmus, Giancarlo Lucca, Eduardo N. Borges, Benjamin Bedregal, José A. Sanz, Javier Fernández and Humberto Bustince. General grouping functions |
| 20:10 – 20:30 | Brice Mayag and Bertrand Tchantcho. The necessary and possible importance relation among criteria in a 2-additive Choquet integral model |
| Tu3C | Temporal Data Processing |
| Chair: Rosangela Ballini | |
| 19:10 – 19:30 | Shantanu Mullick, Ashwin Malshe and Nicolas Glady. Modeling the Costs of Trade Finance during the Financial Crisis of 2008-2009: An Application of Dynamic Hierarchical Linear Model |
| 19:30 – 19:50 | Jason Rhuggenaath, Paulo Roberto de Oliveira da Costa, Yingqian Zhang, Alp Akcay and Uzay Kaymak. Dynamic pricing using Thompson Sampling with fuzzy events |
| 19:50 – 20:10 | Nuno Rodrigues, Joao Paulo Carvalho, Fernando Janeiro and Pedro Ramos. Electrical power grid frequency estimation with Fuzzy Boolean Nets |
| 20:10 – 20:30 | Gerhard Klassen, Martha Tatusch, Ludmila Himmelspach and Stefan Conrad. Fuzzy Clustering Stability Evaluation of Time Series |
| Tu3D | SS20: Mathematical Fuzzy Logic and Graded Reasoning Models, part I |
| Chair: Tommaso Flaminio | |
| 19:10 – 19:30 | Paolo Baldi, Marcello D’Agostino and Hykel Hosni. Depth-Bounded Approximations of Probability |
| 19:30 – 19:50 | Marco Abbadini, Federica Di Stefano and Luca Spada. Unification in Lukasiewicz logic with a finite number of variables |
| 19:50 – 20:10 | Umberto Rivieccio, Ramon Jansana and Thiago N. Silva. Two dualities for weakly pseudo-complemented quasi-Kleene algebras |
| 20:10 – 20:30 | Guillaume Petiot. Converting Possibilistic Networks by using Uncertain Gates |
| Wednesday 17/6 | |
| We1A | SS19: Current Techniques to Model, Process and Describe Time Series |
| Chair: Luis Rodríguez Benítez | |
| 14:30 – 14:50 | David Romain Djoumbissie and Philippe Langlais. Predicting S&P500 Monthly Direction with Informed Machine Learning |
| 14:50 – 15:10 | Soheyla Mirshahi and Vilem Novak. A fuzzy approach for similarity measurement in time series, case study for stocks |
| 15:10 – 15:30 | Nicolas Wagner, Violaine Antoine, Jonas Koko and Romain Lardy. Fuzzy k-NN based classifiers for time series with soft labels |
| We1B | SS21: Formal Concept Analysis, Rough Sets, General Operators and Related Topics, part II |
| Chair: María Eugenia Cornejo | |
| 14:30 – 14:50 | Inma P. Cabrera, Pablo Cordero, Emilio Muñoz-Velasco and Manuel Ojeda-Aciego. Galois connections between unbalanced structures in a fuzzy framework |
| 14:50 – 15:10 | Roberto G. Aragón, Jesús Medina and Eloísa Ramírez-Poussa. Impact of local congruences in attribute reduction |
| 15:10 – 15:30 | M. José Benítez-Caballero, Jesús Medina and Eloisa Ramírez Poussa. Towards a classification of rough set bireducts |
| We1C | SS6: Aggregation: Pre-aggregation Functions and other Generalizations of Monotonicity |
| Chair: Graçaliz Di Muro | |
| 14:30 – 14:50 | Luis Magdalena, Luis Garmendia, Daniel Gómez and Javier Montero. Analyzing non-deterministic computable aggregations |
| 14:50 – 15:10 | Humberto Bustince, Radko Mesiar, Javier Fernandez, Mikel Galar, Daniel Paternain, Abdulrahman Altalhi, Gracaliz Dimuro, Benjamin Bedregal and Zdenko Takac. Dissimilarity based Choquet integrals |
| 15:10 – 15:30 | |
| We1D | SS20: Mathematical Fuzzy Logic and Graded Reasoning Models, part II |
| Chair: Vilem Novák | |
| 14:30 – 14:50 | Lluis Godo, Martin Socola-Ramos and Francesc Esteva. On the logic of left-continuous t-norms and right-continuous t-conorms |
| 14:50 – 15:10 | Brunella Gerla and Stefano Aguzzoli. Automorphism groups of finite BL-algebras |
| 15:10 – 15:30 | Martina Dankova and Libor Behounek. Fuzzy Neighborhood Semantics for Multi-Agent Probabilistic Reasoning in Games |
| We2A | SS7: Aggregation: Aggregation of Different Data Structures |
| Chair: Raúl Perez Fernandez | |
| 17:10 – 17:30 | Esra Çakir and Ziya Ulukan. A S-QFD Approach with Bipolar Fuzzy Hamacher Aggregation Operators and Its Application on E-Commerce |
| 17:30 – 17:50 | Raúl Pérez-Fernández. An undesirable behaviour of a recent extension of OWA operators to the setting of multidimensional data |
| 17:50 – 18:10 | Mengzi Tang, Raúl Pérez-Fernández and Bernard De Baets. Combining absolute and relative information with frequency distributions for ordinal classification |
| 18:10 – 18:30 | Shaily Kabir and Christian Wagner. A Bidirectional Subsethood Based Fuzzy Measure for Aggregation of Interval-Valued Data |
| 18:30 – 18:50 | |
| We2B | SS15: Mathematical Methods Towards Dealing with Uncertainty in Applied Sciences, part II |
| Chair: Michal Holcapek | |
| 17:10 – 17:30 | Nguyen Linh, Novak Vilem and Holcapek Michal. Gold Price: Trend-cycle Analysis Using Fuzzy Techniques |
| 17:30 – 17:50 | Nicole Skorupova and Jiri Kupka. On PSO-based approximation of Zadeh’s extension principle |
| 17:50 – 18:10 | Hana Zámečníková and Irina Perfilieva. Nonlocal Laplace Operator in a Space with the Fuzzy Partition |
| 18:10 – 18:30 | Jiandong Huang, David Glass and Mark Mccartney. A Comparison of Explanatory Measures in Abductive Inference |
| 18:30 – 18:50 | Svetlana Asmuss and Natalja Budkina. Optimal control under fuzzy conditions for dynamical systems associated with the second order linear differential equations |
| We2C | Machine Learning, part I |
| Chair: Christophe Marsala | |
| 17:10 – 17:30 | Andrea Tettamanzi, David Emsellem, Célia Da Costa Pereira, Alessandro Venerandi and Giovanni Fusco. Possibilistic Estimation of Distributions to Leverage Sparse Data in Machine Learning |
| 17:30 – 17:50 | Nizar Mhadhbi and Badran Raddaoui. Maximal Clique based Influence Maximization in Networks |
| 17:50 – 18:10 | Weizhu Qian, Fabrice Lauri and Franck Gechter. A Probabilistic Approach for Discovering Daily Human Mobility Patterns with Mobile Data |
| 18:10 – 18:30 | Andrea Campagner, Davide Ciucci and Eyke Hüllermeier. Feature Reduction in Superset Learning using Rough Sets and Evidence Theory |
| 18:30 – 18:50 | Caro Fuchs, Simone Spolaor, Marco S. Nobile and Uzay Kaymak. A Graph Theory Approach to Fuzzy Rule Base Simplification |
| We2D | Optimization and uncertainty |
| Chair: João Sousa | |
| 17:10 – 17:30 | Romain Guillaume, Adam Kasperski and Pawel Zielinski. Softening the robustness of optimization problems: a new budgeted uncertainty approach |
| 17:30 – 17:50 | Jocelyn Poncelet, Pierre-Antoine Jean, Jacky Montmain and Michel Vasquez. Hierarchical reasoning and knapsack problem modelling to design the ideal assortment in retail |
| 17:50 – 18:10 | Sicui Zhang, Laura Genga, Lukas Dekker, Hongchao Nie, Xudong Lu, Huilong Duan and Uzay Kaymak. Towards multi-perspective conformance checking with aggregation operations |
| 18:10 – 18:30 | Jorge Herrera-Franklin, Alejandro Rosete, Milton Garcia-Borroto, David Pelta and Carlos Cruz. On the impact of fuzzy constraints in the variable size and cost bin packing problem |
| 18:30 – 18:50 | Inês Ferreira, Bernardo Firme, Miguel Martins, Tiago Coito, Joaquim Viegas, João Figueiredo, Susana Vieira and João Sousa. Artificial Bee Colony Algorithm Applied toDynamic Flexible Job Shop Problems |
| We3A | SS5: Aggregation: Theory and Practice, part III |
| Chair: Tomasa Calvo | |
| 19:10 – 19:30 | Juan Antonio Guevara, Daniel Gómez, José Manuel Robles and Francisco Javier Montero. Measuring polarization: A fuzzy set theoretical approach |
| 19:30 – 19:50 | Barbara Pękala, Jarosłąw Szkoła, Krzysztof Dyczkowski and Tomasz Piłka. New Methods for Comparing Interval-Valued Fuzzy Cardinal Numbers |
| 19:50 – 20:10 | Martin Kalina. Aggregation functions transformed by 0 – 1 valued monotone systems of functions |
| 20:10 – 20:30 | |
| We3B | SS15: Mathematical Methods Towards Dealing with Uncertainty in Applied Sciences, part III |
| Chair: Irina Perfilieva | |
| 19:10 – 19:30 | Michal Holcapek and Viec Bui. On integral transforms for residuated lattice-valued functions |
| 19:30 – 19:50 | Inese Bula. On uncertain discontinuous functions and quasi-equilibrium in some economic models |
| 19:50 – 20:10 | |
| 20:10 – 20:30 | |
| We3C | Text Analysis and Processing |
| Chair: Anna Wilbik | |
| 19:10 – 19:30 | Marco Felgueiras, Fernando Batista and Joao Paulo Carvalho. Creating Classification Models from Textual Descriptions of Companies using Crunchbase |
| 19:30 – 19:50 | Ricardo Rei, Nuno Miguel Guerreiro and Fernando Batista. Automatic Truecasing of Video Subtitles using BERT: A multilingual adaptable approach |
| 19:50 – 20:10 | Yan Zhang, Yue Zhou and Jingtao Yao. Feature Extraction with TF-IDF and Game-theoretic Shadowed Sets |
| 20:10 – 20:30 | Pedro Fialho, Luísa Coheur and Paulo Quaresma. To BERT or not to BERT Dealing with possible BERT failures in an Entailment task |
| We3D | SS17: Interval Uncertainty, part I |
| Chair: Vladik Kreinovich | |
| 19:10 – 19:30 | Chenyi Hu and Zhihui Hu. On Statistics, Probability, and Entropy of Interval-Valued Datasets |
| 19:30 – 19:50 | Chenyi Hu and Zhihui Hu. A computational study on the entropy of interval-valued datasets from the stock market |
| 19:50 – 20:10 | José Antonio Sanz, Tiago da Cruz Asmus, Borja de la Osa and Humberto Bustince. Enhancing the efficiency of the interval-valued fuzzy rule-based classifier with tuning and rule selection |
| 20:10 – 20:30 | Krushna Shinde, Pierre Feissel and Sébastien Destercke. Dealing with inconsistent measurements in inverse problems: an approach based on sets and intervals. |
| Thursday 18/6 | |
| Th1A | SS8: Fuzzy methods in Data Mining and Knowledge Discovery |
| Chair: Karel Gutiérrez Batista | |
| 14:30 – 14:50 | Augusto Junio Guimarães, Paulo Vitor Campos Souza and Edwin Lughofer. Hybrid model for Parkinson’s disease prediction |
| 14:50 – 15:10 | Andrea Morales-Garzón, Juan Gomez-Romero and Maria J. Martin-Bautista. A Word Embedding Model for Mapping Food Composition Databases using Fuzzy Logic |
| 15:10 – 15:30 | J. Angel Diaz-Garcia, Carlos Fernandez-Basso, M. Dolores Ruiz and Maria J. Martin-Bautista. Mining text patterns over fake and real tweets |
| Th1C | SS9: Computational Intelligence for Logistics and Transportation Problems, Part II |
| Chair: David A. Pelta | |
| 14:30 – 14:50 | Ruba Almahasneh, Boldizsar Tuu-Szabo, Peter Foldesi and Laszlo T. Koczy. Fuzzy Set Based Models Comparative Study for the TD TSP with Rush Hours and Traffic Regions |
| 14:50 – 15:10 | Airam Expósito Márquez, Christopher Expósito Izquierdo, Belén Melian Batista and José Marcos Moreno Vega. Fuzzy Greedy Randomized Adaptive Search Procedure and Simulation Model to solve the Team Orienteering Problem with Time Windows |
| 15:10 – 15:30 | Juan S Angarita-Zapata, Antonio D Masegosa and Isaac Triguero. General-purpose Automated Machine Learning for Transportation: A Case study of Auto-sklearn for Traffic Forecasting |
| Th1D | SS17: Interval Uncertainty, part II |
| Chair: Vladik Kreinovich | |
| 14:30 – 14:50 | Worrawate Leela-Apiradee, Phantipa Thipwiwatpotjana and Artur Gorka. Tolerance and control solutions of two-sided interval linear system and their applications |
| 14:50 – 15:10 | Tom Portoleau, Christian Artigues and Romain Guillaume. Robust Predictive-Reactive Scheduling : an Information-Based Decision Tree Model |
| 15:10 – 15:30 | Pedro Huidobro, Pedro Alonso, Vladimir Janis and Susana Montes. Orders preserving the convexity under intersections for interval-valued fuzzy sets |
| Th2A | Foundations and Mathematics |
| Chair: Martin Stepnicka | |
| 17:10 – 17:30 | Michael Beer, Julio Urenda, Olga Kosheleva and Vladik Kreinovich. Why Spiking Neural Networks Are Efficient: A Theorem |
| 17:30 – 17:50 | Michael Beer, Julio Urenda, Olga Kosheleva and Vladik Kreinovich. Which Distributions (or Families of Distributions) Best Represent Interval Uncertainty: Case of Permutation-Invariant Criteria |
| 17:50 – 18:10 | Marco Baioletti and Andrea Capotorti. A L1 minimization optimal corrective explanation procedure for probabilistic databases |
| 18:10 – 18:30 | Nhung Cao and Martin Stepnicka. Suffcient Solvability Conditions for Systems of Partial Fuzzy Relational Equations |
| 18:30 – 18:50 | Christophe Marsala and Bernadette Bouchon-Meunier. Polar representation of bipolar information: a case study to compare intuitionistic entropies |
| Th2B | SS3: Similarities in Artificial Intelligence |
| Chair: Bernadette Bouchon-Meunier | |
| 17:10 – 17:30 | Francesc Esteva, Lluis Godo, Ricardo Oscar Rodriguez and Thomas Vetterlein. On Ruspini’s models of similarity-based approximate reasoning |
| 17:30 – 17:50 | Susana Diaz, Irene Diaz and Susana Montes. An interval-valued divergence for interval-valued fuzzy sets |
| 17:50 – 18:10 | Charles Tijus. The fuzzy processing of metaphors |
| 18:10 – 18:30 | Giulianella Coletti, Davide Petturiti and Bernadette Bouchon-Meunier. A measurement theory characterizationof a class of dissimilarity measures for fuzzy description profiles |
| 18:30 – 18:50 | Javad Rahnama and Eyke Hüllermeier. Learning Tversky Similarity |
| Th2C | Machine Learning, part II |
| Chair: Thomas Runkler | |
| 17:10 – 17:30 | Raisa Dzhamtyrova and Yuri Kalnishkan. Competitive online quantile regression |
| 17:30 – 17:50 | Jorge González Ordiano, Lisa Finn, Anthony Winterlich, Gary Moloney and Steven Simske. On the Analysis of Illicit Supply Networks using Variable State Resolution-Markov Chains |
| 17:50 – 18:10 | Soundouss Messoudi, Sylvain Rousseau and Sébastien Destercke. Deep conformal prediction for robust models |
| 18:10 – 18:30 | Marouane Essid, Myriam Bounhas and Henri Prade. Continuous analogical proportions-based classier |
| 18:30 – 18:50 | Niclas Ståhl, Göran Falkman, Alexander Karlsson and Gunnar Mathiason. Evaluation of uncertainty quantification in deep learning |
| Th2D | SS4: Belief Function Theory and its Applications, part I |
| Chair: Reda Boukezzoula | |
| 17:10 – 17:30 | Natalia Meshcheryakova and Alexander Lepskiy. Belief Functions for the Importance Assessment in Multiplex Networks |
| 17:30 – 17:50 | Didier Coquin, Reda Boukezzoula and Rihab Ben Ameur. Correction of Belief Function to improve the performances of a Fusion System |
| 17:50 – 18:10 | Mohammed Boumediene and Jean Dezert. Evaluation of Probabilistic Transformations For Evidential Data Association |
| 18:10 – 18:30 | Rihab Abdelkhalek and Zied Elouedi. A Belief Classification Approach based on Artificial Immune Recognition System |
| 18:30 – 18:50 | Malika Ben Khalifa, Zied Elouedi and Eric Lefevre. Evidential Group Spammers Detection |
| Th3A | SS1: Fuzzy Interval Analysis |
| Chair: Weldon Lodwick | |
| 19:10 – 19:30 | Weldon Alexander Lodwick and Marina Tuyako Mizukoshi. An Introduction to Differential Algebraic Equations Under Interval Uncertainty: A First Step Toward Generalized Uncertainty DAEs |
| 19:30 – 19:50 | Marina Tuyako Mizukoshi, Alain Jacquemard and Weldon Alexandre Lodwick. Classification of Hyperbolic Singularities in Interval 3-dimensional Linear Differential Systems |
| 19:50 – 20:10 | Luciano Stefanini, Laerte Sorini and Mina Shahidi. New results in the calculus of fuzzy-valued using mid-point representation |
| 20:10 – 20:30 | Yurilev Chalco-Cano, A Khastan and Antonio Rufián-Lizana. On sum of generalized Hukuhara differentiable fuzzy functions |
| Th3B | SS14: Fuzzy and Generalized Quantifier Theory |
| Chair: Petra Murinova | |
| 19:10 – 19:30 | Stefania Boffa, Petra Murinova and Vilem Novak. Graded decagon of opposition with fuzzy quantifier-based concept-forming operators |
| 19:30 – 19:50 | Petra Murinová and Vilém Novák. Graded cube of opposition with intermediate in fuzzy natural logic |
| 19:50 – 20:10 | Vilém Novák, Petra Murinová and Stefania Boffa. On the properties of intermediate quantifiers and the quantifier “MORE-THAN” |
| 20:10 – 20:30 | Michal Holcapek and Antonín Dvořák. On semantic properties of fuzzy quantifiers over fuzzy universes: restriction and living on |
| Th3C | SS23: Computational Intelligence Methods in Information Modelling, Representation and Processing |
| Chair: Janusz Kacprzyk | |
| 19:10 – 19:30 | Paolo Gabriel Cachi Delgado, Sebastián Ventura and Krzysztof Cios. Fast Convergence of Competitive Spiking Neural Networks with Sample-Based Weight Initialization |
| 19:30 – 19:50 | Agnieszka Duraj, Piotr S. Szczepaniak and Łukasz Chomątek. Intelligent Detection of Information Outliers using Linguistic Summaries \\with Non-monotonic Quantifiers |
| 19:50 – 20:10 | Łukasz Sosnowski, Iwona Szymusik and Tomasz Penza. Network of Fuzzy Comparators for Ovulation Window Prediction |
| 20:10 – 20:30 | Marcelo Loor and Guy De Tré. Contextualizing Naive Bayes Predictions |
| Th3D | SS4: Belief Function Theory and its Applications, part II |
| Chair: Didier Coquin | |
| 19:10 – 19:30 | Alexandros Kaltsounidis and Isambo Karali. Dempster-Shafer Theory: Ηow Constraint Programming Can Help |
| 19:30 – 19:50 | Nicolas Sutton-Charani. Bayesian smoothing of decision tree soft predictions and evidential evaluation |
| 19:50 – 20:10 | Jirina Vejnarova. On Solutions of Marginal Problem in Evidence Theory |
| 20:10 – 20:30 | Lucie Jacquin, Abdelhak Imoussaten and Sébastien Destercke. Handling mixture optimisation problem using cautious prediction and belief functions |