Fuzzy Logic and Applications: 12th International Workshop, WILF 2018, Genoa, Italy, September 6–7, 2018, Revised Selected Papers

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