| 基于数据挖掘和范例推理的智能分析决策支持技术综述 |
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| 引用本文： | 汤胤,彭宏,郑启伦.基于数据挖掘和范例推理的智能分析决策支持技术综述[J].计算机工程与应用,2004,40(9):184-187. |
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| 作者姓名： | 汤胤 彭宏 郑启伦 |
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| 作者单位： | 华南理工大学计算机科学与工程学院,广州,510640 |
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| 基金项目： | 广东省科技攻关项目(编号:A1020103) |
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| 摘 要： | 介绍了数据挖掘中的一些关键技术、人工智能基于范例推理、决策支持的主要理论及其发展,提出了范例推理、类比学习、规则推理之间的联系,详细探讨了数据挖掘技术、基于范例推理和决策支持理论集成的问题,最后对上述技术在预测领域的综合应用前景作了探讨。
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| 关 键 词： | 基于范例推理 数据挖掘 类比学习 规则推理 决策支持 |
| 文章编号： | 1002-8331-(2004)09-0184-04 |
Summary for Decision Support Technique Based on Data Mining and Case-based Reasoning |
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| Tang Yin,Peng Hong,Zheng Qilun.Summary for Decision Support Technique Based on Data Mining and Case-based Reasoning[J].Computer Engineering and Applications,2004,40(9):184-187. |
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| Authors: | Tang Yin Peng Hong Zheng Qilun |
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| Affiliation: | Tang Yin 1 Peng Hong 2 Zheng Qilun 3 |
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| Abstract: | this paper discusses some of pivotal techniques in data mining and Case-based reasoning and decision support theory,proposes the relationship among Case-based reasoning,analogue learning and rule-based reasoning,then the integration of data mining and case-based reasoning and decision theory are intensively discussed.As a conclusion,we propose an comprehensive application of the above techniques in some prediction fields. |
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| Keywords: | case-based reasoning data mining analogism learning rule-based reasoning dss |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
