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Explainable Fuzzy Systems
  • Language: en
  • Pages: 253

Explainable Fuzzy Systems

The importance of Trustworthy and Explainable Artificial Intelligence (XAI) is recognized in academia, industry and society. This book introduces tools for dealing with imprecision and uncertainty in XAI applications where explanations are demanded, mainly in natural language. Design of Explainable Fuzzy Systems (EXFS) is rooted in Interpretable Fuzzy Systems, which are thoroughly covered in the book. The idea of interpretability in fuzzy systems, which is grounded on mathematical constraints and assessment functions, is firstly introduced. Then, design methodologies are described. Finally, the book shows with practical examples how to design EXFS from interpretable fuzzy systems and natural language generation. This approach is supported by open source software. The book is intended for researchers, students and practitioners who wish to explore EXFS from theoretical and practical viewpoints. The breadth of coverage will inspire novel applications and scientific advancements.

Software Engineering and Formal Methods. SEFM 2023 Collocated Workshops
  • Language: en
  • Pages: 174
Explainable Artificial Intelligence
  • Language: en
  • Pages: 711

Explainable Artificial Intelligence

This three-volume set constitutes the refereed proceedings of the First World Conference on Explainable Artificial Intelligence, xAI 2023, held in Lisbon, Portugal, in July 2023. The 94 papers presented were thoroughly reviewed and selected from the 220 qualified submissions. They are organized in the following topical sections: ​ Part I: Interdisciplinary perspectives, approaches and strategies for xAI; Model-agnostic explanations, methods and techniques for xAI, Causality and Explainable AI; Explainable AI in Finance, cybersecurity, health-care and biomedicine. Part II: Surveys, benchmarks, visual representations and applications for xAI; xAI for decision-making and human-AI collaboration, for Machine Learning on Graphs with Ontologies and Graph Neural Networks; Actionable eXplainable AI, Semantics and explainability, and Explanations for Advice-Giving Systems. Part III: xAI for time series and Natural Language Processing; Human-centered explanations and xAI for Trustworthy and Responsible AI; Explainable and Interpretable AI with Argumentation, Representational Learning and concept extraction for xAI.

Phenotropic Interaction
  • Language: en
  • Pages: 178

Phenotropic Interaction

Successful interaction between humans and artificial systems allows for combining the advantages of all actors in solving problems. However, interaction is often demanding for people, as it builds on artificial concepts, such as strict protocols. This book presents the new paradigm of 'phenotropic' interaction, which aims to improve the naturalness of the interaction thanks to bio-inspired approaches. These include methods for understanding and reasoning with human perceptions expressed as natural language, fundamental to support the artificial system to better understand people's real desires and needs. Methods for improving the theories of computing with words and perceptions are developed in this book and applied to concrete use cases in prototypes enhancing the exchange of information with virtual assistants and smart city ecosystems. The presented use cases serve not only as examples of the application of the phenotropic interaction principles but also to verify their effective impact on communication.

Neural-Symbolic Learning and Reasoning
  • Language: en
  • Pages: 357

Neural-Symbolic Learning and Reasoning

None

ECAI 2023
  • Language: en
  • Pages: 3328

ECAI 2023

  • Type: Book
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  • Published: 2023-10-18
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  • Publisher: IOS Press

Artificial intelligence, or AI, now affects the day-to-day life of almost everyone on the planet, and continues to be a perennial hot topic in the news. This book presents the proceedings of ECAI 2023, the 26th European Conference on Artificial Intelligence, and of PAIS 2023, the 12th Conference on Prestigious Applications of Intelligent Systems, held from 30 September to 4 October 2023 and on 3 October 2023 respectively in Kraków, Poland. Since 1974, ECAI has been the premier venue for presenting AI research in Europe, and this annual conference has become the place for researchers and practitioners of AI to discuss the latest trends and challenges in all subfields of AI, and to demonstrat...

Antisemitic Conspiracy Theories in the Early Modern Iberian World
  • Language: en
  • Pages: 331

Antisemitic Conspiracy Theories in the Early Modern Iberian World

  • Type: Book
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  • Published: 2019-03-27
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  • Publisher: BRILL

In Antisemitic Conspiracy Theories in the Early Modern Iberian World: Narratives of Fear and Hatred, François Soyer offers the first detailed historical analysis of antisemitic conspiracy theories in Spain, Portugal and their overseas colonies between 1450 and 1750. These conspiracy theories accused Jews and conversos, the descendants of medieval Jewish converts to Christianity, of deadly plots and blamed them for a range of social, religious, military and economic problems. Ultimately, many Iberian antisemitic conspiracy theorists aimed to create a ‘moral panic’ about the converso presence in Iberian society, thereby justifying the legitimacy of ethnic discrimination within the Church and society. Moreover, they were also exploited by some churchmen seeking to impose an idealized sense of communal identity upon the lay faithful.

Book of abstracts CIVINEDU 2018
  • Language: mul
  • Pages: 200

Book of abstracts CIVINEDU 2018

  • Type: Book
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  • Published: 2018-11-23
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  • Publisher: Adaya Press

None

Applying Fuzzy Logic for the Digital Economy and Society
  • Language: en
  • Pages: 217

Applying Fuzzy Logic for the Digital Economy and Society

  • Type: Book
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  • Published: 2019-02-28
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  • Publisher: Springer

This edited book presents the state-of-the-art of applying fuzzy logic to managerial decision-making processes in areas such as fuzzy-based portfolio management, recommender systems, performance assessment and risk analysis, among others. Presenting the latest research, with a strong focus on applications and case studies, it is a valuable resource for researchers, practitioners, project leaders and managers wanting to apply or improve their fuzzy-based skills.

Fuzzy Logic and Applications
  • Language: en
  • Pages: 276

Fuzzy Logic and Applications

  • Type: Book
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  • Published: 2019-02-22
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  • Publisher: Springer

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.