|  | Vol-3074 urn:nbn:de:0074-3074-4 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# WILF 2021
International Workshop on Fuzzy Logic and Applications 2021

### Proceedings of WILF 2021, the 13th International Workshop on Fuzzy Logic and Applications (WILF 2021)

### Vietri sul Mare, Italy, December 20–22, 2021.

Edited by

### Angelo Ciaramella1
Corrado Mencar2
Susana Montes3
Stefano Rovetta4

1 University of Naples “Parthenope”, Naples, Italy
2 University of Bari Aldo Moro, Bari, Italy
3 University of Oviedo, Oviedo, Spain
4 University of Genova, Genoa, Italy

## 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

2022-01-12: submitted by Stefano Rovetta, metadata incl. bibliographic data published under Creative Commons CC0
2022-01-16: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|