Vladik Kreinovich

Victor Raskin

Julia Rayz

Scott Dick

This book focuses on an overview of the AI techniques, their foundations, their applications, and remaining challenges and open problems. Many artificial intelligence (AI) techniques do not explain their recommendations. Providing natural-language explanations for numerical AI recommendations is one of the main challenges of modern AI. To provide such explanations, a natural idea is to use techniques specifically designed to relate numerical recommendations and natural-language descriptions, namely fuzzy techniques. This book is of interest to practitioners who want to use fuzzy techniques to make AI applications explainable, to researchers who may want to extend the ideas from these papers to new application areas, and to graduate students who are interested in the state-of-the-art of fuzzy techniques and of explainable AI—in short, to anyone who is interested in problems involving fuzziness and AI in general.

Proceedings of the 2021 Annual Conference of the North American Fuzzy Information Processing Society, NAFIPS 2021

Explainable AI and Other Applications of Fuzzy Techniques

The book is intended to provide a definitive view of the field of humor research for both beginning and established scholars in a variety of fields who are developing an interest in humor and need to familiarize themselves with the available body of knowledge. Each chapter of the book is devoted to an important aspect of humor research or to a disciplinary approach to the field, and each is written by the leading expert or emerging scholar in that area. There are two primary motivations for the book. The positive one is to collect and summarize the impressive body of knowledge accumulated in humor research in and around Humor: The International Journal of Humor Research. The negative motivation is to prevent the embarrassment to and from the "first-timers," often established experts in their own field, who venture into humor research without any notion that there already exists a body of knowledge they need to acquire before publishing anything on the subject-unless they are in the business of reinventing the wheel and have serious doubts about its being round! The organization of the book reflects the main groups of scholars participating in the increasingly popular and high-powered humor research movement throughout the world, an 800 to 1,000-strong contingent, and growing. The chapters are organized along the same lines: History, Research Issues, Main Directions, Current Situation, Possible Future, Bibliography-and use the authors' definitive credentials not to promote an individual view, but rather to give the reader a good comprehensive and condensed view of the area.

Victor Raskin

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