An integrated classification rule management system for data mining

Daling Wang; Yubin Bao; Xiao Ji; Guoren Wang; Baoyan Song

doi:10.1007/3-540-47714-4_12

An integrated classification rule management system for data mining

Daling Wang
, Yubin Bao
, Xiao Ji
, Guoren Wang
, Baoyan Song

Northeastern University China

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

Classification rule mining plays significant roles in practical applications. While how to mine classification rules from a database efficiently is an important issue, how to manage and apply the mined rules effectively is the same important. This paper presents a classification rule mining management system, named SM-Classifier, which integrates the functionality of generation, querying, maintenance and application of classification rules. The architecture of SM-Classifier, the classification algorithm, the rule store structure, and the rule query operations are described.

源语言	英语
主期刊名	Advances in Web-Age Information Management - 2nd International Conference, WAIM 2001, Proceedings
编辑	X. Sean Wang, Ge Yu, Hongjun Lu
出版商	Springer Verlag
页	122-129
页数	8
ISBN（印刷版）	9783540477143
DOI	https://doi.org/10.1007/3-540-47714-4_12
出版状态	已出版 - 2001
已对外发布	是
活动	2nd International Conference on Web-Age Information Management, WAIM 2001 - Xi’an, 中国期限: 9 7月 2001 → 11 7月 2001

出版系列

姓名	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷	2118
ISSN（印刷版）	0302-9743
ISSN（电子版）	1611-3349

会议

会议	2nd International Conference on Web-Age Information Management, WAIM 2001
国家/地区	中国
市	Xi’an
时期	9/07/01 → 11/07/01

访问文件

10.1007/3-540-47714-4_12

其它文件与链接

链接到 Scopus 的出版物

引用此

Wang, D., Bao, Y., Ji, X., Wang, G., & Song, B. (2001). An integrated classification rule management system for data mining. 在 X. S. Wang, G. Yu, & H. Lu (编辑), Advances in Web-Age Information Management - 2nd International Conference, WAIM 2001, Proceedings (页码 122-129). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 2118). Springer Verlag. https://doi.org/10.1007/3-540-47714-4_12

Wang, Daling ; Bao, Yubin ; Ji, Xiao 等. / An integrated classification rule management system for data mining. Advances in Web-Age Information Management - 2nd International Conference, WAIM 2001, Proceedings. 编辑 / X. Sean Wang ; Ge Yu ; Hongjun Lu. Springer Verlag, 2001. 页码 122-129 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{96d1f35b593c4022853977a41a337db5,

title = "An integrated classification rule management system for data mining",

abstract = "Classification rule mining plays significant roles in practical applications. While how to mine classification rules from a database efficiently is an important issue, how to manage and apply the mined rules effectively is the same important. This paper presents a classification rule mining management system, named SM-Classifier, which integrates the functionality of generation, querying, maintenance and application of classification rules. The architecture of SM-Classifier, the classification algorithm, the rule store structure, and the rule query operations are described.",

author = "Daling Wang and Yubin Bao and Xiao Ji and Guoren Wang and Baoyan Song",

note = "Publisher Copyright: {\textcopyright} Springer-Verlag Berlin Heidelberg 2001.; 2nd International Conference on Web-Age Information Management, WAIM 2001 ; Conference date: 09-07-2001 Through 11-07-2001",

year = "2001",

doi = "10.1007/3-540-47714-4\_12",

language = "English",

isbn = "9783540477143",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "122--129",

editor = "Wang, \{X. Sean\} and Ge Yu and Hongjun Lu",

booktitle = "Advances in Web-Age Information Management - 2nd International Conference, WAIM 2001, Proceedings",

address = "Germany",

}

Wang, D, Bao, Y, Ji, X, Wang, G & Song, B 2001, An integrated classification rule management system for data mining. 在 XS Wang, G Yu & H Lu (编辑), Advances in Web-Age Information Management - 2nd International Conference, WAIM 2001, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 卷 2118, Springer Verlag, 页码 122-129, 2nd International Conference on Web-Age Information Management, WAIM 2001, Xi’an, 中国, 9/07/01. https://doi.org/10.1007/3-540-47714-4_12

An integrated classification rule management system for data mining. / Wang, Daling; Bao, Yubin; Ji, Xiao 等.
Advances in Web-Age Information Management - 2nd International Conference, WAIM 2001, Proceedings. 编辑 / X. Sean Wang; Ge Yu; Hongjun Lu. Springer Verlag, 2001. 页码 122-129 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 2118).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - An integrated classification rule management system for data mining

AU - Wang, Daling

AU - Bao, Yubin

AU - Ji, Xiao

AU - Wang, Guoren

AU - Song, Baoyan

N1 - Publisher Copyright: © Springer-Verlag Berlin Heidelberg 2001.

PY - 2001

Y1 - 2001

N2 - Classification rule mining plays significant roles in practical applications. While how to mine classification rules from a database efficiently is an important issue, how to manage and apply the mined rules effectively is the same important. This paper presents a classification rule mining management system, named SM-Classifier, which integrates the functionality of generation, querying, maintenance and application of classification rules. The architecture of SM-Classifier, the classification algorithm, the rule store structure, and the rule query operations are described.

AB - Classification rule mining plays significant roles in practical applications. While how to mine classification rules from a database efficiently is an important issue, how to manage and apply the mined rules effectively is the same important. This paper presents a classification rule mining management system, named SM-Classifier, which integrates the functionality of generation, querying, maintenance and application of classification rules. The architecture of SM-Classifier, the classification algorithm, the rule store structure, and the rule query operations are described.

UR - https://www.scopus.com/pages/publications/84974717506

U2 - 10.1007/3-540-47714-4_12

DO - 10.1007/3-540-47714-4_12

M3 - Conference contribution

AN - SCOPUS:84974717506

SN - 9783540477143

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 122

EP - 129

BT - Advances in Web-Age Information Management - 2nd International Conference, WAIM 2001, Proceedings

A2 - Wang, X. Sean

A2 - Yu, Ge

A2 - Lu, Hongjun

PB - Springer Verlag

T2 - 2nd International Conference on Web-Age Information Management, WAIM 2001

Y2 - 9 July 2001 through 11 July 2001

ER -

Wang D, Bao Y, Ji X, Wang G, Song B. An integrated classification rule management system for data mining. 在 Wang XS, Yu G, Lu H, 编辑, Advances in Web-Age Information Management - 2nd International Conference, WAIM 2001, Proceedings. Springer Verlag. 2001. 页码 122-129. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/3-540-47714-4_12

An integrated classification rule management system for data mining

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