| 书目名称 | Intelligent Information Processing II |
| 副标题 | IFIP TC12/WG12.3 Int |
| 编辑 | Zhongzhi Shi,Qing He |
| 视频video | |
| 概述 | Highlights current work in Asia in the field of intelligent information processing.Includes supplementary material: |
| 丛书名称 | IFIP Advances in Information and Communication Technology |
| 图书封面 |  |
| 描述 | Data Mining is the process of posing queries and extracting useful information, patterns and trends previously unknown from large quantities of data [Thu, 00]. It is the process where intelligent tools are applied in order to extract data patterns [JM, 01]. This encompasses a number of different technical approaches, such as cluster analysis, learning classification and association rules, and finding dependencies. Agents are defined as software entities that perform some set of tasks on behalf of users with some degree of autonomy. This research work deals about developing a automated data mining system which encompasses the familiar data mining algorithms using intelligent agents in object oriented databases and proposing a framework. Because the data mining system uses the intelligent agents, a new user will be able to interact with the data mining system without much data mining technical knowledge. This system will automatically select the appropriate data mining technique and select the necessary field needed from the database at the appropriate time without expecting the users to specify the specific technique and the parameters. Also a new framework is proposed for incorpora |
| 出版日期 | Conference proceedings 2005 |
| 关键词 | Constraint Satisfaction; Mapping; bioinformatics; case-based reasoning; classification; data structure; ha |
| 版次 | 1 |
| doi | https://doi.org/10.1007/b100804 |
| isbn_softcover | 978-1-4899-8798-3 |
| isbn_ebook | 978-0-387-23152-5Series ISSN 1868-4238 Series E-ISSN 1868-422X |
| issn_series | 1868-4238 |
| copyright | IFIP International Federation for Information Processing 2005 |
发表于 2025-3-21 19:47:50
