Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to?

Alberto Fernandez; Francisco Herrera; Oscar Cordon; Maria Jose del Jesus; Francesco Marcelloni

doi:10.1109/mci.2018.2881645

Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to?

IEEE Computational Intelligence Magazine ◽

10.1109/mci.2018.2881645 ◽

2019 ◽

Vol 14 (1) ◽

pp. 69-81 ◽

Cited By ~ 34

Author(s):

Alberto Fernandez ◽

Francisco Herrera ◽

Oscar Cordon ◽

Maria Jose del Jesus ◽

Francesco Marcelloni

Keyword(s):

Artificial Intelligence ◽

Fuzzy Systems ◽

Explainable Artificial Intelligence ◽

Evolutionary Fuzzy Systems

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Toward Explainable Artificial Intelligence Through Fuzzy Systems

Explainable Fuzzy Systems - Studies in Computational Intelligence ◽

10.1007/978-3-030-71098-9_1 ◽

2021 ◽

pp. 1-23

Author(s):

Jose Maria Alonso Moral ◽

Ciro Castiello ◽

Luis Magdalena ◽

Corrado Mencar

Keyword(s):

Artificial Intelligence ◽

Fuzzy Systems ◽

Explainable Artificial Intelligence

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Guest Editorial: Fuzzy Systems Toward Human-Explainable Artificial Intelligence and Their Applications

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2021.3122265 ◽

2021 ◽

Vol 29 (12) ◽

pp. 3577-3578

Author(s):

Zehong Cao ◽

Chin-Teng Lin ◽

Yong Deng ◽

Gerhard-Wilhelm Weber

Keyword(s):

Artificial Intelligence ◽

Fuzzy Systems ◽

Guest Editorial ◽

Explainable Artificial Intelligence

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Explainable Artificial Intelligence for Manufacturing Cost Estimation and Machining Feature Visualization

Expert Systems with Applications ◽

10.1016/j.eswa.2021.115430 ◽

2021 ◽

pp. 115430

Author(s):

Soyoung Yoo ◽

Namwoo Kang

Keyword(s):

Artificial Intelligence ◽

Cost Estimation ◽

Manufacturing Cost ◽

Machining Feature ◽

Explainable Artificial Intelligence ◽

Feature Visualization

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Notions of explainability and evaluation approaches for explainable artificial intelligence

Information Fusion ◽

10.1016/j.inffus.2021.05.009 ◽

2021 ◽

Author(s):

Giulia Vilone ◽

Luca Longo

Keyword(s):

Artificial Intelligence ◽

Explainable Artificial Intelligence ◽

Evaluation Approaches

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Estimation of gross calorific value based on coal analysis using an explainable artificial intelligence

Machine Learning with Applications ◽

10.1016/j.mlwa.2021.100116 ◽

2021 ◽

pp. 100116

Author(s):

Saeed Chehreh Chelgani

Keyword(s):

Artificial Intelligence ◽

Calorific Value ◽

Gross Calorific Value ◽

Coal Analysis ◽

Explainable Artificial Intelligence

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Accessible Cultural Heritage through Explainable Artificial Intelligence

Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization ◽

10.1145/3386392.3399276 ◽

2020 ◽

Cited By ~ 1

Author(s):

Natalia Díaz-Rodríguez ◽

Galena Pisoni

Keyword(s):

Artificial Intelligence ◽

Cultural Heritage ◽

Explainable Artificial Intelligence

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IFC-BD: An Interpretable Fuzzy Classifier for Boosting Explainable Artificial Intelligence in Big Data

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2021.3049911 ◽

2021 ◽

pp. 1-1

Author(s):

Fatemeh Aghaeipoor ◽

Mohammad Masoud Javidi ◽

Alberto Fernandez

Keyword(s):

Artificial Intelligence ◽

Big Data ◽

Fuzzy Classifier ◽

Explainable Artificial Intelligence

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A proposal for evolutionary fuzzy systems using feature weighting: Dealing with overlapping in imbalanced datasets

Knowledge-Based Systems ◽

10.1016/j.knosys.2014.09.002 ◽

2015 ◽

Vol 73 ◽

pp. 1-17 ◽

Cited By ~ 28

Author(s):

Saleh Alshomrani ◽

Abdullah Bawakid ◽

Seong-O Shim ◽

Alberto Fernández ◽

Francisco Herrera

Keyword(s):

Fuzzy Systems ◽

Feature Weighting ◽

Imbalanced Datasets ◽

Evolutionary Fuzzy Systems

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Evolutionary fuzzy systems for generating better Ms.PacMan players

2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence) ◽

10.1109/fuzzy.2008.4630672 ◽

2008 ◽

Cited By ~ 5

Author(s):

Hisashi Handa ◽

Maiko Isozaki

Keyword(s):

Fuzzy Systems ◽

Evolutionary Fuzzy Systems

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Explainable Artificial Intelligence For Crypto Asset Allocation

SSRN Electronic Journal ◽

10.2139/ssrn.3977051 ◽

2021 ◽

Author(s):

Golnoosh Babaei ◽

Paolo Giudici

Keyword(s):

Artificial Intelligence ◽

Asset Allocation ◽

Explainable Artificial Intelligence

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