书目名称 | Principles of Imprecise-Information Processing | 副标题 | A New Theoretical an | 编辑 | Shiyou Lian | 视频video | | 概述 | Establishes a new theoretical and technological system on flexible linguistic information in this second edition.Shows applications in many disciplines such as artificial intelligence, mathematics, lo | 图书封面 |  | 描述 | .This book reveals the origin of imprecise information and establishes the mathematical models of flexible words and related mathematical and logical theories. It presents a set of models and algorithms of reasoning and computation, thus building a platform for related applications and laying a foundation for further research...Applying the theories and technologies in the book builds flexible AI systems to solve corresponding clustering, classification, judging, recognition, control, prediction, regression, etc., problems, and to enhance the Agent’s. .and Robot’s abilities to perceive environment and control behavior. Combine large language models (LLMs) with flexible linguistic information technologies in the book to enhance and extend the capability of natural language processing, and to realize understanding and generation of flexible words...This book differentiates imprecision from the uncertainty of information and explicitly treats imprecise-information processing as an independent subject. Imprecise-information processing is an indispensable research topic and branch field of artificial intelligence. With a new perspective and idea, the book starts from the origin of impre | 出版日期 | Book 2025Latest edition | 关键词 | Information Processing; Imprecise Information; Flexible Linguistic Values; Flexible Sets; Fuzzy Sets; App | 版次 | 2 | doi | https://doi.org/10.1007/978-981-97-6425-9 | isbn_softcover | 978-981-97-6427-3 | isbn_ebook | 978-981-97-6425-9 | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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