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Advances in intelligent information processing

机译:智能信息处理的进步

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摘要

Intelligent information processing applies knowledge discovery, intelligent agent, machine learning, and automatic reasoning to applications in biome-dicine, manufacturing, defense, and enterprise computing, etc. Related topics include automatic reasoning, Bayesian networks, cognitive modeling, computer vision, data mining, evolutionary computation, fuzzy and rough sets, image processing, information retrieval, knowledge engineering, knowledge grid, learning theory, logic programming, machine translation, mobile agents, model-based diagnosis, natural language processing, neural computing, ontology, speech understanding and interaction, text analysis and text understanding, and web intelligence. Today, not only large companies, but also medium-sized companies are learning that intelligent information processing is a required element of doing business. As a result, there is a growing demand for insights into challenges, issues, and solutions related to the design, implementation, and management of intelligent information processing systems.
机译:智能信息处理将知识发现,智能代理,机器学习和自动推理应用于生物医学,制造,国防和企业计算等领域的应用。相关主题包括自动推理,贝叶斯网络,认知建模,计算机视觉,数据挖掘,进化计算,模糊和粗糙集,图像处理,信息检索,知识工程,知识网格,学习理论,逻辑编程,机器翻译,移动代理,基于模型的诊断,自然语言处理,神经计算,本体,语音理解和互动,文本分析和文本理解以及网络智能。如今,不仅是大型公司,而且中型公司也都知道,智能信息处理是开展业务必不可少的元素。结果,对与智能信息处理系统的设计,实施和管理有关的挑战,问题和解决方案的见解的需求不断增长。

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