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Titlebook: Handling Uncertainty in Artificial Intelligence; Jyotismita Chaki Book 2023 The Editor(s) (if applicable) and The Author(s), under exclusi

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發(fā)表于 2025-3-21 18:48:08 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Handling Uncertainty in Artificial Intelligence
編輯Jyotismita Chaki
視頻videohttp://file.papertrans.cn/424/423923/423923.mp4
概述Demonstrates different numeric and symbolic methods of handling uncertainty in artificial intelligence.Highlights on making decisions under uncertain situation.Includes examples of real-life uncertain
叢書名稱SpringerBriefs in Applied Sciences and Technology
圖書封面Titlebook: Handling Uncertainty in Artificial Intelligence;  Jyotismita Chaki Book 2023 The Editor(s) (if applicable) and The Author(s), under exclusi
描述.This book?demonstrates different methods (as well as real-life examples) of handling uncertainty like probability and Bayesian theory, Dempster-Shafer theory, certainty factor and evidential reasoning, fuzzy logic-based approach, utility theory and expected utility theory. At the end, highlights will be on the use of these methods which can help to make decisions under uncertain situations. This book assists scholars and students who might like to learn about this area as well as others who may have begun without a formal presentation. The book is comprehensive, but it prohibits unnecessary mathematics..
出版日期Book 2023
關(guān)鍵詞Dempster-Shafer Theory; Certainty factor and evidential reasoning; Cohen‘s theory of endorsements; Fuzz
版次1
doihttps://doi.org/10.1007/978-981-99-5333-2
isbn_softcover978-981-99-5332-5
isbn_ebook978-981-99-5333-2Series ISSN 2191-530X Series E-ISSN 2191-5318
issn_series 2191-530X
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
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沙發(fā)
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,The Dempster–Shafer Theory to Handle Uncertainty in Artificial Intelligence, This chapter discusses the basic terms used, the main components of the Dempster–Shafer theory, the Dempster–Shafer rule of combination, various case studies, and the advantages and limitations of the Dempster–Shafer theory.
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Applications of Different Methods to Handle Uncertainty in Artificial Intelligence,sorder diagnosis, prognosis, therapy, and prevention while accounting for uncertainty and variability in symptoms, tests, outcomes, and treatments. Finally, social media analysis necessitates systems that can reason about social media users’ opinions, feelings, preferences, and behaviors while deali
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Jyotismita Chakimagnetotransport in those lattices are strongly suppressed. At fields of several Tesla we enter the regime of the quantum Hall effect in the 2DEG, and we find a pronounced increase of the amplitude of 1/.-periodic magnetoresistance oscillations. The latter can be traced to an enhanced backscattering
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Jyotismita Chakistructure splitting. Across the whole range of size variations within our multimodal quantum dot distribution a systematic trend from +520μeV to ?80μeV is found for decreasing dot size. To identify the underlying effects calculations of the fine-structure splitting are performed. A systematic variat
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