WILF 2021
International Workshop on Fuzzy Logic and Applications 2021

Table of Contents

• Preface
  

Foundations, theory and methods

• General admissibly ordered interval-valued overlap functions
  Tiago Asmus, Graçaliz Dimuro, José Antonio Sanz Delgado, Jonata Wieczynski, Giancarlo Lucca, Humberto Bustince
• Reconstruction of lattice-valued functions by integral transforms
  Michal Holcapek, Viec Bui Quoc
• On fuzzy truth-values and quasi-standard completeness
  Stefano Aguzzoli, Brunella Gerla
• Fuzzy orthopartitions and their logical entropy
  Stefania Boffa, Davide Ciucci
• Improving Michigan-style fuzzy-rule base classification generation using a Choquet-like Copula-based aggregation function
  Edward Hinojosa-Cardenas, Edgar Sarmiento-Calisaya, Heloisa Camargo, Jose Antonio Sanz
• Mamdani-Assilian rules: with or without continuity?
  Antonin Dvorak, Martin Stepnicka

Explainability, humans and society

• Spatial weighted robust clustering of multivariate time series based on quantile dependence with an application to mobility during COVID-19 pandemic
  Àngel López-Oriona, Pierpaolo D'Urso, Jose Vilar, Borja Lafuente-Rego
• A federated fuzzy c-means clustering algorithm
  José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange
• Anomaly detection based on interval-valued fuzzy sets: Application to rare sound event detection
  Stefano Rovetta, Zied Mnasri, Francesco Masulli, Alberto Cabri
• The development of the LGBT+ University Inclusion Index and its application to Italian universities
  Tullia Russo, Tindara Addabbo, Silvia Muzzioli, Bernard De Baets
• Towards new volatility measures for the EU stock market
  Luca Gambarelli, Silvia Muzzioli, Bernard De Baets
• A fuzzy rule base minimization perspective in XAI
  Francesco Camastra, Angelo Ciaramella, Salvatore Sposato, Antonino Staiano
• Pitfalls of local explainability in complex black-box models
  Antonio Maratea, Alessio Ferone

Combining with data-driven approaches

• Using an adaptive neuro-fuzzy inference system for the classification of hypertension
  Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
• Segmentation of remotely sensed images with a neuro-fuzzy inference system
  Giovanna Castellano, Ciro Castiello, Andrea Montemurro, Gennaro Vessio, Gianluca Zaza
• Gated Local Adaptive Binarization using supervised learning
  Javier Fumanal Idocin, Juan Uriarte, Borja De la Osa, Francesco Bardozzo, Javier Fernández, Humberto Bustince
• Fuzzy sets complement-based Gated Recurrent Unit
  Mikel Ferrero-Jaurrieta, Graçaliz Pereira Dimuro, Zdenko Takáč, Regivan H. N. Santiago, Javier Fernández, Humberto Bustince
• Fuzzy clustering of histopathological images using deep learning embeddings
  Salvatore Calderaro, Giosue Lo Bosco, Riccardo Rizzo, Filippo Vella
• Building intuitionistic fuzzy sets in machine learning
  Christophe Marsala
• MV-tropical polynomials and neural networks
  Stefano Aguzzoli, Antonio Di Nola, Brunella Gerla, Ciro Russo

Ideas (early-stage research)

• Characterizing the flying behaviour of bird flocks with fuzzy reasoning
  Elisa Perinot, Johannes Fritz, Leonida Fusani, Bernhard Voelkl, Marco S. Nobile
• ANFIS with fractional regularization for supply chains cost and return evaluation
  Stefania Tomasiello, Muhammad Uzair, Evelin Loit
• Intelligent - Web search for EMI filter optimization
  Giovanni Pilato, Riccardo Rizzo, Filippo Vella, Gianpaolo Vitale
• Intuitionistic fuzzy sets applied to color image processing
  Agustina Bouchet, Susana Montes, Irene Diaz
• Aggregation based on intervals as similarity measure for hierarchical clustering
  Noelia Rico, Pedro Huidobro, Irene Diaz, Susana Montes
• Research perspective: the role of automated machine learning in fuzzy logic
  Radwa El Shawi, Stefania Tomasiello, Henri Liiva
• Advanced Fuzzy Relational Neural Network
  Emanuel Di Nardo, Angelo Ciaramella

Highlights (collection of abstracts)

• Highlights
  Giovanni Acampora, Tiago Asmus, Benjamin Bedregal, Humberto Bustince, Graçaliz Dimuro, Javier Fernandez, Chin-Teng Lin, Giancarlo Lucca, Corrado Mencar, Radko Mesiar, José Antonio Sanz Delgado, Autilia Vitiello