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Risk Management Approaches in Distribution Approximation, Regression, and Classification
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Mafusalov, Aleksandr. |
| 단체저자명 | University of Florida. Industrial and Systems Engineering. |
| 서명/저자사항 | Risk Management Approaches in Distribution Approximation, Regression, and Classification. |
| 발행사항 | [S.l.] : University of Florida., 2017 |
| 발행사항 | Ann Arbor : ProQuest Dissertations & Theses, 2017 |
| 형태사항 | 114 p. |
| 소장본 주기 | School code: 0070. |
| ISBN | 9780438166639 |
| 일반주기 |
Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
|
| 요약 | One chapter of this study targets regression as a potential application. The concept of Conditional Value-at-Risk (CVaR) is used in various applications in uncertain environment. This chapter introduces CVaR (superquantile) norm for a random var |
| 요약 | Another chapter of this study introduces a broadly applicable probabilistic characteristic, which allows formulating, in particular, binary classification problems. The new characteristic is called buffered probability of exceedance (bPOE). A ri |
| 요약 | One more chapter of this study provides a new method of finding solutions to distribution approximation or density estimation problems as optimal solutions to a certain convex optimization problem. Entropy maximization with linear constraints (s |
| 일반주제명 | Industrial engineering. |
| 언어 | 영어 |
| 기본자료 저록 | Dissertation Abstracts International79-12B(E). Dissertation Abstract International |
| 대출바로가기 | http://www.riss.kr/pdu/ddodLink.do?id=T15000781 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00025689 | 658 | 가야대학교// | 대출가능 |
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