Artículos relacionados a Towards Explainable Fuzzy AI: Concepts, Paradigms,...
Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques: 1047 (Studies in Computational Intelligence) - Tapa blanda
Sinopsis
Modern AI techniques -- especially deep learning -- provide, in many cases, very good recommendations: where a self-driving car should go, whether to give a company a loan, etc. The problem is that not all these recommendations are good -- and since deep learning provides no explanations, we cannot tell which recommendations are good. It is therefore desirable to provide natural-language explanation of the numerical AI recommendations. The need to connect natural language rules and numerical decisions is known since 1960s, when the need emerged to incorporate expert knowledge -- described by imprecise words like "small" -- into control and decision making. For this incorporation, a special "fuzzy" technique was invented, that led to many successful applications. This book described how this technique can help to make AI more explainable.The book can be recommended for students, researchers, and practitioners interested in explainable AI.
"Sinopsis" puede pertenecer a otra edición de este libro.
Acerca del autor
Vladik Kreinovich is Professor of Computer Science at the University of Texas at El Paso. His main interests computations and intelligent control. He has published 13 books, 39 edited books, and more than 1,800 papers.
Vladik is Vice President of the International Fuzzy Systems Association (IFSA), Vice President of the European Society for Fuzzy Logic and Technology (EUSFLAT), Fellow of International Fuzzy Systems Association (IFSA), Fellow of Mexican Society for Artificial Intelligence (SMIA), Fellow of the Russian Association for Fuzzy Systems and Soft Computing. He is Treasurer of IEEE Systems, Man, and Cybernetics Society
De la contraportada
Modern AI techniques –- especially deep learning –- provide, in many cases, very good recommendations: where a self-driving car should go, whether to give a company a loan, etc. The problem is that not all these recommendations are good -- and since deep learning provides no explanations, we cannot tell which recommendations are good. It is therefore desirable to provide natural-language explanation of the numerical AI recommendations. The need to connect natural language rules and numerical decisions is known since 1960s, when the need emerged to incorporate expert knowledge -- described by imprecise words like "small" -- into control and decision making. For this incorporation, a special "fuzzy" technique was invented, that led to many successful applications. This book described how this technique can help to make AI more explainable.The book can be recommended for students, researchers, and practitioners interested in explainable AI.
"Sobre este título" puede pertenecer a otra edición de este libro.
EUR 61,82
EUR 17,15 gastos de envío desde Estados Unidos de America a España
Destinos, gastos y plazos de envíoComprar nuevo
Ver este artículo
EUR 33,14
EUR 5,17 gastos de envío desde Reino Unido a España
Destinos, gastos y plazos de envíoOtras ediciones populares con el mismo título
Resultados de la búsqueda para Towards Explainable Fuzzy AI: Concepts, Paradigms,...
Imagen de archivo
Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques (Studies in Computational Intelligence)
Librería: Ria Christie Collections, Uxbridge, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. In. Nº de ref. del artículo: ria9783031099762_new
Cantidad disponible: Más de 20 disponibles
Imagen de archivo
Towards Explainable Fuzzy AI: Concepts Paradigms Tools and Techniques
Librería: Romtrade Corp., STERLING HEIGHTS, MI, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide. Nº de ref. del artículo: ABNR-308344
Cantidad disponible: 1 disponibles
Imagen de archivo
Towards Explainable Fuzzy AI: Concepts, Paradigms,
Librería: Majestic Books, Hounslow, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. pp. 140. Nº de ref. del artículo: 397857264
Cantidad disponible: 1 disponibles
Imagen de archivo
Towards Explainable Fuzzy AI: Concepts, Paradigms,
Librería: Books Puddle, New York, NY, Estados Unidos de America
Calificación del vendedor: 4 de 5 estrellas
Condición: New. pp. 140. Nº de ref. del artículo: 26398552623
Cantidad disponible: 1 disponibles
Imagen de archivo
Towards Explainable Fuzzy AI: Concepts Paradigms Tools and Techniques
Librería: SMASS Sellers, IRVING, TX, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Brand New Original US Edition. Customer service! Satisfaction Guaranteed. Nº de ref. del artículo: ASNT3-308344
Cantidad disponible: 1 disponibles
Imagen de archivo
Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques (Studies in Computational Intelligence)
Librería: ALLBOOKS1, Direk, SA, Australia
Calificación del vendedor: 5 de 5 estrellas
Brand new book. Fast ship. Please provide full street address as we are not able to ship to P O box address. Nº de ref. del artículo: SHAK234956
Cantidad disponible: 1 disponibles
Imagen de archivo
Towards Explainable Fuzzy AI: Concepts, Paradigms,
Librería: Biblios, Frankfurt am main, HESSE, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: New. pp. 140. Nº de ref. del artículo: 18398552613
Cantidad disponible: 1 disponibles
Imagen del vendedor
Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques
Publicado por
Springer International Publishing Okt 2023, 2023
ISBN 10: 3031099761
ISBN 13: 9783031099762
Nuevo
Taschenbuch
Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Modern AI techniques -- especially deep learning -- provide, inmany cases, very good recommendations: where a self-driving carshould go, whether to give a company a loan, etc. The problem isthat not all these recommendations are good -- and since deeplearning provides no explanations, we cannot tell whichrecommendations are good.It is therefore desirable to provide natural-language explanationof the numerical AI recommendations. The need to connect naturallanguage rules and numerical decisions is known since 1960s, whenthe need emerged to incorporate expert knowledge -- described byimprecise words like 'small' -- into control and decision making.For this incorporation, a special 'fuzzy' technique was invented,that led to many successful applications. This book described howthis technique can help to make AI more explainable.The book can be recommended for students, researchers, andpractitioners interested in explainable AI. 140 pp. Englisch. Nº de ref. del artículo: 9783031099762
Cantidad disponible: 2 disponibles
Imagen del vendedor
Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques
Publicado por
Springer International Publishing, Springer International Publishing, 2023
ISBN 10: 3031099761
ISBN 13: 9783031099762
Nuevo
Taschenbuch
Librería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - Modern AI techniques -- especially deep learning -- provide, inmany cases, very good recommendations: where a self-driving carshould go, whether to give a company a loan, etc. The problem isthat not all these recommendations are good -- and since deeplearning provides no explanations, we cannot tell whichrecommendations are good.It is therefore desirable to provide natural-language explanationof the numerical AI recommendations. The need to connect naturallanguage rules and numerical decisions is known since 1960s, whenthe need emerged to incorporate expert knowledge -- described byimprecise words like 'small' -- into control and decision making.For this incorporation, a special 'fuzzy' technique was invented,that led to many successful applications. This book described howthis technique can help to make AI more explainable.The book can be recommended for students, researchers, andpractitioners interested in explainable AI. Nº de ref. del artículo: 9783031099762
Cantidad disponible: 1 disponibles
Imagen del vendedor
Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques
Publicado por
Springer, Berlin|Springer International Publishing|Springer, 2023
ISBN 10: 3031099761
ISBN 13: 9783031099762
Nuevo
Kartoniert / Broschiert
Librería: moluna, Greven, Alemania
Calificación del vendedor: 4 de 5 estrellas
Kartoniert / Broschiert. Condición: New. Nº de ref. del artículo: 1071297832
Cantidad disponible: Más de 20 disponibles