Fuzzy Logic and Applications: 12th International Workshop, WILF 2018, Genoa, Italy, September 6–7, 2018, Revised Selected Papers (Lecture Notes in Artificial Intelligence Book 11291)

This book constitutes the post-conference proceedings of the 12th International Workshop on Fuzzy Logic and Applications, WILF 2018, held in Genoa, Italy, in September 2018. The 17 revised full papers and 9 short papers were carefully reviewed and selected from 26 submissions. The papers are organized in topical sections on fuzzy logic theory, recent applications of fuzzy logic, and fuzzy decision making. Also included are papers from the round table "Zadeh and the future of logic" and a tutorial. Front Matter ....Pages I-XI Front Matter ....Pages 1-1 Machine Learning for an Adaptive Rule Base (Michal Jalůvka, Eva Volna)....Pages 3-16 Data-Driven Induction of Shadowed Sets Based on Grade of Fuzziness (Dario Malchiodi, Anna Maria Zanaboni)....Pages 17-28 Test-Cost-Sensitive Quick Reduct (Alessio Ferone, Tsvetozar Georgiev, Antonio Maratea)....Pages 29-42 On the Problem of Possibilistic-Probabilistic Optimization with Constraints on Possibility/Probability (Alexander Yazenin, Ilia Soldatenko)....Pages 43-54 Any F-Transform Is Defined by a Powerset Theory (Jiří Močkoř)....Pages 55-66 Soft Clustering: Why and How-To (Stefano Rovetta, Francesco Masulli)....Pages 67-82 Front Matter ....Pages 83-83 A Cloud Fuzzy Logic Framework for Oral Disease Risk Assessment (Gloria Gonella, Elisabetta Binaghi, Alberto Vergani, Irene Biotti, Luca Levrini)....Pages 85-96 A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment (Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza)....Pages 97-108 Enhancing the DISSFCM Algorithm for Data Stream Classification (Gabriella Casalino, Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar)....Pages 109-122 Fuzzy Similarity-Based Hierarchical Clustering for Atmospheric Pollutants Prediction (F. Camastra, A. Ciaramella, L. H. Son, A. Riccio, A. Staiano)....Pages 123-133 A Neuro-Fuzzy Approach to Assess the Soft Skills Profile of a PhD (Antonia Azzini, Stefania Marrara, Amir Topalovic)....Pages 134-147 Front Matter ....Pages 149-149 Two SMART Fuzzy Aggregation Operators (Andrea Capotorti, Gianna Figà-Talamanca)....Pages 151-163 Towards a Fuzzy Index of Skewness (Silvia Muzzioli, Luca Gambarelli, Bernard De Baets)....Pages 164-175 Grading by Committees: An Axiomatic Approach (Marta Cardin, Silvio Giove)....Pages 176-182 Minimum of Constrained OWA Aggregation Problem with a Single Constraint (Lucian Coroianu, Robert Fullér)....Pages 183-192 An Alpha-Cut Evaluation of Interval-Valued Fuzzy Sets for Application in Decision Making (Luca Anzilli, Gisella Facchinetti)....Pages 193-211 Front Matter ....Pages 213-213 Paving the Way to Explainable Artificial Intelligence with Fuzzy Modeling (Corrado Mencar, José M. Alonso)....Pages 215-227 Front Matter ....Pages 229-229 The Fuzzy Logic Gambit as a Paradigm of Lotfi’s Proposals (Marco Elio Tabacchi, Settimo Termini)....Pages 231-235 How Best to Design Fuzzy Sets and Systems (Plamen Angelov)....Pages 236-239 Some Thoughts About Appealing Directions for the Future of Fuzzy Theory and Technologies Along the Path Traced by Lotfi Zadeh (Dario Malchiodi)....Pages 240-243 From Zadeh’s Computing with Words Towards eXplainable Artificial Intelligence (Jose M. Alonso)....Pages 244-248 Looking at the Branches and Roots (Corrado Mencar)....Pages 249-252 Deep Neural Networks and Explainable Machine Learning (Antonio Maratea, Alessio Ferone)....Pages 253-256 Fuzzy Models for Big Data Mining (Pietro Ducange)....Pages 257-260 The Challenges of Big Data and the Contribution of Fuzzy Logic (Francesco Masulli, Stefano Rovetta)....Pages 261-264 The Future of Fuzzy Sets in Finance: New Challenges in Machine Learning and Explainable AI (Silvia Muzzioli)....Pages 265-268 New Trends of Fuzzy Systems: Fintech Applications (Antonia Azzini, Stefania Marrara, Amir Topalović)....Pages 269-272 Back Matter ....Pages 273-273 This book constitutes the proceedings of the 10th International Workshop on Fuzzy Logic and Applications, WILF 2013, held in Genoa, Italy, in November 2013. After a rigorous peer-review selection process, ultimately 19 regular papers were selected for inclusion in this volume from 29 submissions. In addition the book contains 3 keynote talks and 2 tutorials. The papers are organized in topical sections named: fuzzy machine learning and interpretability; theory and applications.