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| 005 | 20201013164018 | |
| 006 | m d | |
| 007 | cr | |
| 008 | 201005s2014 gw ob 000 0 eng d | |
| 020 | ▼a 9783642412516 | |
| 040 | ▼a 211009 ▼c 211009 ▼d 211009 | |
| 050 | 4 | ▼a QA76.9.D343 |
| 082 | 0 4 | ▼a 003/.54 ▼2 23 |
| 084 | ▼a 003.54 ▼2 DDCK | |
| 090 | ▼a 003.54 | |
| 100 | 1 | ▼a Qin, Zengchang. |
| 245 | 1 0 | ▼a Uncertainty modeling for data mining ▼h [electronic resource] : ▼b a label semantics approach / ▼c Zengchang Qin, Yongchuan Tang. |
| 260 | ▼a Berlin; ▼a Heidelberg : ▼b Springer Berlin Heidelberg : ▼b Imprint: Springer, ▼c 2014. | |
| 300 | ▼a 1 online resource (xix, 291 p.). | |
| 490 | 1 | ▼a Advanced topics in science and technology in China, ▼x 1995-6819 |
| 500 | ▼a Title from e-Book title page. | |
| 504 | ▼a Includes bibliographical references. | |
| 520 | ▼a Machine learning and data mining are inseparably connected with uncertainty. The observable data for learning is usually imprecise, incomplete or noisy. Uncertainty Modeling for Data Mining: A Label Semantics Approach introduces 'label semantics', a fuzzy-logic-based theory for modeling uncertainty. Several new data mining algorithms based on label semantics are proposed and tested on real-world datasets. A prototype interpretation of label semantics and new prototype-based data mining algorithms are also discussed. This book offers a valuable resource for postgraduates, researchers and other professionals in the fields of data mining, fuzzy computing and uncertainty reasoning. Zengchang Qin is an associate professor at the School of Automation Science and Electrical Engineering, Beihang University, China; Yongchuan Tang is an associate professor at the College of Computer Science, Zhejiang University, China. | |
| 530 | ▼a Issued also as a book. | |
| 538 | ▼a Mode of access: World Wide Web. | |
| 650 | 0 | ▼a Uncertainty (Information theory) . |
| 650 | 0 | ▼a Data mining. |
| 700 | 1 | ▼a Tang, Yongchuan. |
| 830 | 0 | ▼a Advanced topics in science and technology in China. |
| 856 | 4 0 | ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-3-642-41251-6 |
| 945 | ▼a KLPA | |
| 991 | ▼a E-Book(소장) |
소장정보
| No. | 소장처 | 청구기호 | 등록번호 | 도서상태 | 반납예정일 | 예약 | 서비스 |
|---|---|---|---|---|---|---|---|
| No. 1 | 소장처 중앙도서관/e-Book 컬렉션/ | 청구기호 CR 003.54 | 등록번호 E14034473 | 도서상태 대출불가(열람가능) | 반납예정일 | 예약 | 서비스 |