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Explainable Artificial Intelligence, Longo


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Автор: Longo
Название:  Explainable Artificial Intelligence
ISBN: 9783031440694
Издательство: Springer
Классификация:



ISBN-10: 3031440692
Обложка/Формат: Soft cover
Страницы: 540
Вес: 0.00 кг.
Дата издания: 04.11.2023
Серия: Communications in computer and information science
Язык: English
Издание: 1st ed. 2023
Иллюстрации: 186 illustrations, color; 39 illustrations, black and white; xvii, 540 p. 225 illus., 186 illus. in color.
Размер: 235 x 155
Основная тема: Computer Science
Подзаголовок: First world conference, xai 2023, lisbon, portugal, july 26вђ“28, 2023, proceedings, part iii
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.
Дополнительное описание: 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.



Principles and Methods of Explainable Artificial Intelligence in Healthcare

Автор: Akash Kumar Bhoi, Alfonso Gonza?lez Briones, P Naga Srinivasu, Victor Hugo C. de Albuquerque
Название: Principles and Methods of Explainable Artificial Intelligence in Healthcare
ISBN: 1668437910 ISBN-13(EAN): 9781668437919
Издательство: Mare Nostrum (Eurospan)
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Цена: 67914.00 р.
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Описание: Discusses explainable artificial intelligence and its applications in healthcare, providing a broad overview of state-of-the-art approaches for accurate analysis and diagnosis. The book also encompasses computational vision processing techniques that handle complex.

Explainable Artificial Intelligence

Автор: Longo
Название: Explainable Artificial Intelligence
ISBN: 3031440633 ISBN-13(EAN): 9783031440632
Издательство: Springer
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Цена: 11878.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: 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.

Explainable Artificial Intelligence

Автор: Longo
Название: Explainable Artificial Intelligence
ISBN: 3031440668 ISBN-13(EAN): 9783031440663
Издательство: Springer
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Цена: 18167.00 р.
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Описание: Chapters “Finding Spurious Correlations with Function-Semantic Contrast Analysis” and “Explaining Socio-Demographic and Behavioral Patterns of Vaccination Against the Swine Flu (H1N1) Pandemic” are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Practical Explainable AI Using Python: Artificial Intelligence Model Explanations Using Python-based Libraries, Extensions, and Frameworks

Автор: Mishra Pradeepta
Название: Practical Explainable AI Using Python: Artificial Intelligence Model Explanations Using Python-based Libraries, Extensions, and Frameworks
ISBN: 1484271572 ISBN-13(EAN): 9781484271575
Издательство: Springer
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Цена: 9083.00 р.
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Описание: Intermediate-Advanced

Explainable Human-AI Interaction

Автор: Sreedharan
Название: Explainable Human-AI Interaction
ISBN: 303103757X ISBN-13(EAN): 9783031037573
Издательство: Springer
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Цена: 7685.00 р.
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Описание: To do this effectively, AI agents need to go beyond planning with their own models of the world, and take into account the mental model of the human in the loop. At a minimum, AI agents need approximations of the human`s task and goal models, as well as the human`s model of the AI agent`s task and goal models.

Explainable Artificial Intelligence for Biomedical Applications

Название: Explainable Artificial Intelligence for Biomedical Applications
ISBN: 8770228493 ISBN-13(EAN): 9788770228497
Издательство: Taylor&Francis
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Цена: 17609.00 р.
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Explainable artificial intelligence for smart cities

Название: Explainable artificial intelligence for smart cities
ISBN: 1032001127 ISBN-13(EAN): 9781032001128
Издательство: Taylor&Francis
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Цена: 15310.00 р.
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Описание: The objective of this book is to focus on Explainable Artificial Intelligence (XAI) in smart city development. This book provides a timely, global reference source about cutting edge research efforts to ensure the XAI factor in smart city-oriented developments.

Explainable Agency in Artificial Intelligence: Research and Practice

Автор: Tulli, Silvia ; AHA, David W
Название: Explainable Agency in Artificial Intelligence: Research and Practice
ISBN: 1032409134 ISBN-13(EAN): 9781032409139
Издательство: Taylor&Francis
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Цена: 21437.00 р.
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Explainable Artificial Intelligence for Cyber Security

Автор: Ahmed
Название: Explainable Artificial Intelligence for Cyber Security
ISBN: 3030966321 ISBN-13(EAN): 9783030966324
Издательство: Springer
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Цена: 22359.00 р.
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Описание: This book presents that explainable artificial intelligence (XAI) is going to replace the traditional artificial, machine learning, deep learning algorithms which work as a black box as of today. To understand the algorithms better and interpret the complex networks of these algorithms, XAI plays a vital role. In last few decades, we have embraced AI in our daily life to solve a plethora of problems, one of the notable problems is cyber security. In coming years, the traditional AI algorithms are not able to address the zero-day cyber attacks, and hence, to capitalize on the AI algorithms, it is absolutely important to focus more on XAI. Hence, this book serves as an excellent reference for those who are working in cyber security and artificial intelligence.

Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems

Автор: Mar Marcos; Jose M. Juarez; Richard Lenz; Grzegorz
Название: Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems
ISBN: 3030374459 ISBN-13(EAN): 9783030374457
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book constitutes revised selected papers from the AIME 2019 workshops KR4HC/ProHealth 2019, the Workshop on Knowledge Representation for Health Care and Process-Oriented Information Systems in Health Care, and TEAAM 2019, the Workshop on Transparent, Explainable and Affective AI in Medical Systems.

Explainable and Transparent AI and Multi-Agent Systems

Автор: Calvaresi
Название: Explainable and Transparent AI and Multi-Agent Systems
ISBN: 3031408772 ISBN-13(EAN): 9783031408779
Издательство: Springer
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Цена: 8104.00 р.
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Описание: This volume LNCS 14127 constitutes the refereed proceedings of the 5th International Workshop, EXTRAAMAS 2023, held in London, UK, in May 2023. The 15 full papers presented together with 1 short paper were carefully reviewed and selected from 26 submissions. The workshop focuses on Explainable Agents and multi-agent systems; Explainable Machine Learning; and Cross-domain applied XAI.

Biomedical Data Analysis and Processing Using Explainable (XAI) and Responsive Artificial Intelligence (RAI)

Автор: Singh, Java
Название: Biomedical Data Analysis and Processing Using Explainable (XAI) and Responsive Artificial Intelligence (RAI)
ISBN: 9811914753 ISBN-13(EAN): 9789811914751
Издательство: Springer
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Цена: 25155.00 р.
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Описание: The book discusses Explainable (XAI) and Responsive Artificial Intelligence (RAI) for biomedical and healthcare applications. The book explains both positive as well as negative findings obtained by explainable AI techniques.


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