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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Shunliang Huang Qi Wang Junmo Cheng Zongjie Wu |
| Copyright Year | 2013 |
| Description | Author affiliation: Bus. Sch., Shandong Univ. of Technol., Zibo, China (Shunliang Huang; Qi Wang; Junmo Cheng) || Dept. of Social Sci., Shandong Univ. of Technol., Zibo, China (Zongjie Wu) |
| Abstract | An approach to induce classification rules from incomplete information tables is proposed in this paper. A new semantic interpretation of rules in interval sets is given based on the three-way decisions theory. In the framework of three-way decisions theory, an interval set can be divided into three regions: the positive, negative, and boundary regions. In accordance with the three regions, one can make a three-way decision: acceptance, rejection and noncommitment. The three regions enable us to derive three types of decision rules, namely, positive rules for acceptance, negative rules for rejection, and boundary rules for indecision or delayed decision. |
| Sponsorship | IEEE Circuits Syst. Soc. |
| Starting Page | 1000 |
| Ending Page | 1004 |
| File Size | 230624 |
| Page Count | 5 |
| File Format | |
| ISBN | 9781467347143 |
| ISSN | 21579563 |
| DOI | 10.1109/ICNC.2013.6818122 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2013-07-23 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Three-way decisions Conferences Rule induction Semantics Decision theory Rough sets Semantic Educational institutions Cognition Decision analysis Interval sets |
| Content Type | Text |
| Resource Type | Article |
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