Description: The popular FP-growth Association Rule Mining (ARM) algorirthm (Han et al. 2000) is applied to a particular kind of set enumerationj tree, the FP-tree, alsp developped by Han et al. Platform: |
Size: 25600 |
Author:jj1234 |
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Description: This the association rule mining algorithm based on apriory algorithm-This is the association rule mining algorithm based on apriory algorithm Platform: |
Size: 1024 |
Author:Chirag |
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Description: 基于映射关联规则算法的业务流程重组关键成功因素识别-Association rule algorithm based on mapping the business process reengineering identify critical success factors Platform: |
Size: 855040 |
Author:mao |
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Description:
Stream Data Mining
Data mining is a part of a process called KDD-knowledge discovery in databases. This process consists basically
of steps that are performed before carrying out data mining, such as data selection, data cleaning, pre-processing,
and data transformation. Association rule techniques are used for data mining if the goal is to detect relationships or associations
between specific values of categorical variables in large data sets. Platform: |
Size: 361472 |
Author:Hamid |
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Description: 本书详尽地阐述了数据挖掘与知识发现领域中的一些基本理论和研究方法。介绍了KDD与数据挖掘的概念数据挖掘对象知识发现过程研究方法以及相关研究领域和应用范围。作为知识发现的数据预处理工作，简要叙述了数据清理、数据约简、数据概念等级分层、多维数据模型等内容。书中较详细地介绍了粗糙集、模糊集、聚类分析、关联规则、人工神经网络、分类与预测等数据挖掘方法，最后还简要介绍了多媒体数据挖掘工作的有关进展。 本书可以作为计算机科学与技术专业和信息科学方向高年级本科生和研究生的教材或参考书，也可供有关科技人员学习参考。
-The book detailed description of data mining and knowledge discovery in the field of some of the basic theory and research method. Introduces the concept of data mining KDD and data mining knowledge discovery process research methods and related research areas and applications. As a knowledge discovery data preprocessing, briefly describes the data cleaning, data reduction, data concept hierarchy, multidimensional data model etc.. The book describes in detail the rough set, fuzzy set, association rule, cluster analysis, artificial neural network, classification and prediction method of data mining, and also briefly introduces the multimedia data mining related work in progress. This book can serve as a professional computer science and technology and information science graduate and advanced undergraduate textbooks or reference books, is also available for study and reference about scientific and technical personnel. Platform: |
Size: 1608704 |
Author:冯荣俊 |
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Description: 数据挖掘关联规则算法的数据生成器,参数在txt文本中,可以自己设置.-The data mining algorithm of association rule data generator parameters txt text, you can set up their own. Platform: |
Size: 401408 |
Author:李华 |
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Description: 本算法是基于数据挖掘与关联规则，有很强的参考价值，有测试试数据，及说明文档 ，说明文档英文，已通过测试。
-This algorithm is based on data mining and association rule, there is a strong reference value, the pilot test data, documentation, documentation in English, has been tested. Platform: |
Size: 974848 |
Author:系统，结构 |
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Description: 主要介绍在大型数据库中发现知识（Knowledge Discovery in Large Databases, KDD）的各种技术，是专门针对决策支持中的各类问题进行讨论的高端课程。面向对象为软件工程专业硕士研究生。
本课程讲授的主要内容包括：数据预处理、数据仓库及OLAP、概念描述型数据挖掘、关联规则挖掘、分类挖掘和预测以及聚类挖掘，涉及的领域包括数理统计、概率论、机器学习、信息论、集合论等等。-Introduces knowledge discovery in large databases (Knowledge Discovery in Large Databases, of KDD), a variety of technology, specifically for decision support in all kinds of problems discussed in high-end courses. Object-oriented software engineering graduate. This course will include: data preprocessing, data warehousing and OLAP, the concept of descriptive data mining, association rule mining, classification mining and prediction, and clustering mining in the areas of mathematical statistics, probability theory, machine learning, information theory , set theory, and so on. Platform: |
Size: 3781632 |
Author:onlearning |
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