Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools, Dombi Jуzsef, Csiszбr Orsolya
Автор: Dombi Jуzsef, Csiszбr Orsolya Название: Explainable Neural Networks Based on Fuzzy Logic and Multi-Criteria Decision Tools ISBN: 3030722791 ISBN-13(EAN): 9783030722791 Издательство: Springer Цена: 139750.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The research presented in this book shows how combining deep neural networks with a special class of fuzzy logical rules and multi-criteria decision tools can make deep neural networks more interpretable - and even, in many cases, more efficient.
Автор: Rutkowski Название: Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance ISBN: 3030755231 ISBN-13(EAN): 9783030755232 Издательство: Springer Рейтинг: Цена: 149060.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The book proposes techniques, with an emphasis on the financial sector, which will make recommendation systems both accurate and explainable. However, in many applications, e.g., medical diagnosis or venture capital investment recommendations, it is essential to explain the rationale behind AI systems decisions or recommendations.
Автор: Rutkowski Tom Название: Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance ISBN: 3030755207 ISBN-13(EAN): 9783030755201 Издательство: Springer Цена: 149060.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The book proposes techniques, with an emphasis on the financial sector, which will make recommendation systems both accurate and explainable. However, in many applications, e.g., medical diagnosis or venture capital investment recommendations, it is essential to explain the rationale behind AI systems decisions or recommendations.
Автор: Calvaresi Davide, Najjar Amro, Winikoff Michael Название: Explainable and Transparent AI and Multi-Agent Systems: Third International Workshop, Extraamas 2021, Virtual Event, May 3-7, 2021, Revised Selected P ISBN: 3030820165 ISBN-13(EAN): 9783030820169 Издательство: Springer Цена: 79190.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the proceedings of the Third International Workshop on Explainable, Transparent AI and Multi-Agent Systems, EXTRAAMAS 2021, which was held virtually due to the COVID-19 pandemic. The 19 long revised papers and 1 short contribution were carefully selected from 32 submissions.
Автор: Alonso Moral Jose Maria, Castiello Ciro, Magdalena Luis Название: Explainable Fuzzy Systems: Paving the Way from Interpretable Fuzzy Systems to Explainable AI Systems ISBN: 3030711005 ISBN-13(EAN): 9783030711009 Издательство: Springer Рейтинг: Цена: 158380.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Design of Explainable Fuzzy Systems (EXFS) is rooted in Interpretable Fuzzy Systems, which are thoroughly covered in the book. Finally, the book shows with practical examples how to design EXFS from interpretable fuzzy systems and natural language generation.
Автор: Calvaresi Davide, Najjar Amro, Winikoff Michael Название: Explainable, Transparent Autonomous Agents and Multi-Agent Systems: Second International Workshop, Extraamas 2020, Auckland, New Zealand, May 9-13, 20 ISBN: 3030519236 ISBN-13(EAN): 9783030519230 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the proceedings of the Second International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems, EXTRAAMAS 2020, which was due to be held in Auckland, New Zealand, in May 2020.
Автор: Davide Calvaresi; Amro Najjar; Michael Schumacher; Название: Explainable, Transparent Autonomous Agents and Multi-Agent Systems ISBN: 303030390X ISBN-13(EAN): 9783030303907 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the proceedings of the First International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems, EXTRAAMAS 2019, held in Montreal, Canada, in May 2019. The 12 revised and extended papers presented were carefully selected from 23 submissions. explainable agent simulations;
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.
Автор: Alonso Moral Jose Maria, Castiello Ciro, Magdalena Luis Название: Explainable Fuzzy Systems: Paving the Way from Interpretable Fuzzy Systems to Explainable AI Systems ISBN: 3030710971 ISBN-13(EAN): 9783030710972 Издательство: Springer Цена: 158380.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Design of Explainable Fuzzy Systems (EXFS) is rooted in Interpretable Fuzzy Systems, which are thoroughly covered in the book. Finally, the book shows with practical examples how to design EXFS from interpretable fuzzy systems and natural language generation.
Автор: Majumder Mrinmoy, Kale Ganesh D. Название: Water and Energy Management in India: Artificial Neural Networks and Multi-Criteria Decision Making Approaches ISBN: 3030666859 ISBN-13(EAN): 9783030666859 Издательство: Springer Рейтинг: Цена: 121110.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book provides an innovative, realistic and reliable solution to the common problem of Indian water and energy sector due to the onset of the Impact of Climate Change and Large-Scale Urbanization.
Автор: Majumder Mrinmoy, Kale Ganesh D. Название: Water and Energy Management in India: Artificial Neural Networks and Multi-Criteria Decision Making Approaches ISBN: 3030666824 ISBN-13(EAN): 9783030666828 Издательство: Springer Цена: 121110.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book provides an innovative, realistic and reliable solution to the common problem of Indian water and energy sector due to the onset of the Impact of Climate Change and Large-Scale Urbanization.
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