Fuzzy Logic and Applications

1. Front Matter

   Pages I-XI

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2. Advances in Fuzzy Logic Theory

   1. Front Matter

      Pages 1-1

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   2. Machine Learning for an Adaptive Rule Base

      • Michal Jalůvka, Eva Volna

      Pages 3-16

   3. Data-Driven Induction of Shadowed Sets Based on Grade of Fuzziness

      • Dario Malchiodi, Anna Maria Zanaboni

      Pages 17-28

   4. Test-Cost-Sensitive Quick Reduct

      • Alessio Ferone, Tsvetozar Georgiev, Antonio Maratea

      Pages 29-42

   5. On the Problem of Possibilistic-Probabilistic Optimization with Constraints on Possibility/Probability

      • Alexander Yazenin, Ilia Soldatenko

      Pages 43-54

   6. Any F-Transform Is Defined by a Powerset Theory

      • Jiří Močkoř

      Pages 55-66

   7. Soft Clustering: Why and How-To

      • Stefano Rovetta, Francesco Masulli

      Pages 67-82

3. Recent Applications of Fuzzy Logic

   1. Front Matter

      Pages 83-83

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   2. A Cloud Fuzzy Logic Framework for Oral Disease Risk Assessment

      • Gloria Gonella, Elisabetta Binaghi, Alberto Vergani, Irene Biotti, Luca Levrini

      Pages 85-96

   3. A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment

      • Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza

      Pages 97-108

   4. Enhancing the DISSFCM Algorithm for Data Stream Classification

      • Gabriella Casalino, Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar

      Pages 109-122

   5. Fuzzy Similarity-Based Hierarchical Clustering for Atmospheric Pollutants Prediction

      • F. Camastra, A. Ciaramella, L. H. Son, A. Riccio, A. Staiano

      Pages 123-133

   6. A Neuro-Fuzzy Approach to Assess the Soft Skills Profile of a PhD

      • Antonia Azzini, Stefania Marrara, Amir Topalovic

      Pages 134-147

4. Fuzzy Decision Making

   1. Front Matter

      Pages 149-149

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   2. Two SMART Fuzzy Aggregation Operators

      • Andrea Capotorti, Gianna Figà-Talamanca

      Pages 151-163

   3. Towards a Fuzzy Index of Skewness

      • Silvia Muzzioli, Luca Gambarelli, Bernard De Baets

      Pages 164-175

   4. Grading by Committees: An Axiomatic Approach

      • Marta Cardin, Silvio Giove

      Pages 176-182

   5. Minimum of Constrained OWA Aggregation Problem with a Single Constraint

      • Lucian Coroianu, Robert Fullér

      Pages 183-192

   6. An Alpha-Cut Evaluation of Interval-Valued Fuzzy Sets for Application in Decision Making

      • Luca Anzilli, Gisella Facchinetti

      Pages 193-211

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.

• artificial intelligence
• big data
• cloud computing
• clustering
• clustering algorithms
• computer science
• computer systems
• data mining
• fuzzy control
• fuzzy inference
• fuzzy logic
• fuzzy systems
• learning algorithms
• machine learning
• map-reduce
• neural networks
• problem solving
• semantics

• Széchenyi István University, Győr, Hungary

  Robert Fullér

• Ca’ Foscari University of Venice, Venice, Italy

  Silvio Giove

• University of Genoa, Genoa, Italy

  Francesco Masulli

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