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Explainable Neural Networks Based on Fuzzy Logic and Multi-Criteria Decision Tools, Dombi Jуzsef, Csiszбr Orsolya


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Автор: Dombi Jуzsef, Csiszбr Orsolya
Название:  Explainable Neural Networks Based on Fuzzy Logic and Multi-Criteria Decision Tools
ISBN: 9783030722791
Издательство: Springer
Классификация:

ISBN-10: 3030722791
Обложка/Формат: Hardcover
Страницы: 173
Вес: 0.45 кг.
Дата издания: 03.06.2021
Язык: English
Размер: 23.39 x 15.60 x 1.27 cm
Ссылка на Издательство: Link
Поставляется из: Германии
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.


Explainable, Transparent Autonomous Agents and Multi-Agent Systems: Second International Workshop, Extraamas 2020, Auckland, New Zealand, May 9-13, 20

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
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Цена: 6986.00 р.
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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.

Fuzzy Multi-criteria Decision-Making Using Neutrosophic Sets

Автор: Cengiz Kahraman; ?rem Otay
Название: Fuzzy Multi-criteria Decision-Making Using Neutrosophic Sets
ISBN: 3030000443 ISBN-13(EAN): 9783030000448
Издательство: Springer
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Цена: 23757.00 р.
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Описание: This book offers a comprehensive guide to the use of neutrosophic sets in multiple criteria decision making problems. It shows how neutrosophic sets, which have been developed as an extension of fuzzy and paraconsistent logic, can help in dealing with certain types of uncertainty that classical methods could not cope with. The chapters, written by well-known researchers, report on cutting-edge methodologies they have been developing and testing on a variety of engineering problems. The book is unique in its kind as it reports for the first time and in a comprehensive manner on the joint use of neutrosophic sets together with existing decision making methods to solve multi-criteria decision-making problems, as well as other engineering problems that are complex, hard to model and/or include incomplete and vague data. By providing new ideas, suggestions and directions for the solution of complex problems in engineering and decision making, it represents an excellent guide for researchers, lecturers and postgraduate students pursuing research on neutrosophic decision making, and more in general in the area of industrial and management engineering.

Fuzzy Multi-Criteria Decision Making

Автор: Cengiz Kahraman
Название: Fuzzy Multi-Criteria Decision Making
ISBN: 144194575X ISBN-13(EAN): 9781441945754
Издательство: Springer
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Цена: 27251.00 р.
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Описание: In summarizing the concepts and results of the most popular fuzzy multicriteria methods, using numerical examples, this work examines all the most recently developed methods. Each one of the 22 chapters include practical applications along with new results.

Explainable Fuzzy Systems: Paving the Way from Interpretable Fuzzy Systems to Explainable AI Systems

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: 23757.00 р.
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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.

Water and Energy Management in India: Artificial Neural Networks and Multi-Criteria Decision Making Approaches

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: 18167.00 р.
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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.

Avatar-Based Control, Estimation, Communications, and Development of Neuron Multi-Functional Technology Platforms

Автор: Vardan Mkrttchian, Ekaterina Aleshina, Leyla Gamid
Название: Avatar-Based Control, Estimation, Communications, and Development of Neuron Multi-Functional Technology Platforms
ISBN: 1799815811 ISBN-13(EAN): 9781799815815
Издательство: Mare Nostrum (Eurospan)
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Цена: 32987.00 р.
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Описание: Competition in today's global market offers strong motivation for the development of sophisticated tools within computer science. The neuron multi-functional technology platform is a developing field of study that regards the various interactive approaches that can be applied within this subject matter. As advancing technologies continue to emerge, managers and researchers need a compilation of research that discusses the advancements and specific implementations of these intelligent approaches with this platform.

Avatar-Based Control, Estimation, Communications, and Development of Neuron Multi-Functional Technology Platforms is a pivotal reference source that provides vital research on the application of artificial and natural approaches towards neuron-based programs. While highlighting topics such as natural intelligence, neurolinguistics, and smart data storage, this publication presents techniques, case studies, and methodologies that combine the use of intelligent artificial and natural approaches with optimization techniques for facing problems and combines many types of hardware and software with a variety of communication technologies to enable the development of innovative applications. This book is ideally designed for researchers, practitioners, scientists, field experts, professors, and students seeking current research on the optimization of avatar-based advancements in multifaceted technology systems.

Avatar-Based Control, Estimation, Communications, and Development of Neuron Multi-Functional Technology Platforms

Автор: Vardan Mkrttchian, Ekaterina Aleshina, Leyla Gamidullaeva
Название: Avatar-Based Control, Estimation, Communications, and Development of Neuron Multi-Functional Technology Platforms
ISBN: 179981582X ISBN-13(EAN): 9781799815822
Издательство: Mare Nostrum (Eurospan)
Цена: 27027.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Competition in today's global market offers strong motivation for the development of sophisticated tools within computer science. The neuron multi-functional technology platform is a developing field of study that regards the various interactive approaches that can be applied within this subject matter. As advancing technologies continue to emerge, managers and researchers need a compilation of research that discusses the advancements and specific implementations of these intelligent approaches with this platform. Avatar-Based Control, Estimation, Communications, and Development of Neuron Multi-Functional Technology Platforms is a pivotal reference source that provides vital research on the application of artificial and natural approaches towards neuron-based programs. While highlighting topics such as natural intelligence, neurolinguistics, and smart data storage, this publication presents techniques, case studies, and methodologies that combine the use of intelligent artificial and natural approaches with optimization techniques for facing problems and combines many types of hardware and software with a variety of communication technologies to enable the development of innovative applications. This book is ideally designed for researchers, practitioners, scientists, field experts, professors, and students seeking current research on the optimization of avatar-based advancements in multifaceted technology systems.

Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization

Автор: Patricia Melin; Oscar Castillo; Janusz Kacprzyk
Название: Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization
ISBN: 331936961X ISBN-13(EAN): 9783319369617
Издательство: Springer
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Цена: 20896.00 р.
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Описание: This book presents recent advances on the design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization and their application in areas such as, intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems.

New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic

Автор: Amezcua
Название: New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic
ISBN: 3319737724 ISBN-13(EAN): 9783319737720
Издательство: Springer
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Цена: 6986.00 р.
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Описание: In this book a new model for data classification was developed. Some architectures were developed in order to work mainly with two datasets, an arrhythmia dataset (using ECG signals) for classifying 15 different types of arrhythmias, and a satellite images segments dataset used for classifying six different types of soil.

Methods For Decision Making In An Uncertain Environment - Proceedings Of The Xvii Sigef Congress

Автор: Gil-Aluja Jaime Et Al
Название: Methods For Decision Making In An Uncertain Environment - Proceedings Of The Xvii Sigef Congress
ISBN: 9814415766 ISBN-13(EAN): 9789814415767
Издательство: World Scientific Publishing
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Цена: 23760.00 р.
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Описание: Contains a selection of the papers presented at the XVII SIGEF Congress. This title is suitable for researchers and graduate students aiming to introduce themselves to the field of quantitative techniques for overcoming uncertain environments.

Fuzzy Optimization and Multi-Criteria Decision Making in Digital Marketing

Автор: Anil Kumar, Manoj Kumar Dash
Название: Fuzzy Optimization and Multi-Criteria Decision Making in Digital Marketing
ISBN: 1466688084 ISBN-13(EAN): 9781466688087
Издательство: Mare Nostrum (Eurospan)
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Цена: 29106.00 р.
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Описание: Applies fuzzy theory and multi-criteria decision making principles for better practice in the digital business environment. This research-focused publication features discussions on several key concepts useful for modern business professionals including decision-making models and fuzzy theory applied to internet marketing, consumer behavior, and the optimization of strategic marketing plans.

Fuzzy Multi-Criteria Decision Making

Автор: Cengiz Kahraman
Название: Fuzzy Multi-Criteria Decision Making
ISBN: 0387768122 ISBN-13(EAN): 9780387768120
Издательство: Springer
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Цена: 25155.00 р.
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Описание: Presents fuzzy multiattribute and multiobjective decision-making methodologies. This work examines various fuzzy multicriteria methods, such as fuzzy AHP, fuzzy TOPSIS, interactive fuzzy multiobjective stochastic linear programming, fuzzy multiobjective dynamic programming, grey fuzzy multiobjective optimization, and more.


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