HOME > 상세정보

상세정보

Machine learning under a modern optimization lens

Machine learning under a modern optimization lens (2회 대출)

자료유형
단행본
개인저자
Bertsimas, Dimitris. Dunn, Jack (Jack William).
서명 / 저자사항
Machine learning under a modern optimization lens / Dimitris Bertsimas, Jack Dunn.
발행사항
Belmont, Massachusetts :   Dynamic Ideas LLC,   c2019.  
형태사항
xviii, 589 p. : ill. (some col.) ; 24 cm.
ISBN
9781733788502 (hardback) 1733788506 (hardback)
내용주기
The optimization lenses -- Regression and extension -- Optimal trees for classification and regression -- Prescriptive analytics -- The power of optimization over randomization -- Unsupervised methods -- Matrix methods -- Optimization via a machine learning lens.
서지주기
Includes bibliographical references and index.
일반주제명
Machine learning. Mathematical optimization. Machine learning. Mathematical optimization.
000 00000cam u2200205 a 4500
001 000046016063
005 20200206151017
008 200205s2019 maua b 000 0 eng d
020 ▼a 9781733788502 (hardback)
020 ▼a 1733788506 (hardback)
035 ▼a (KERIS)BIB000015437352
040 ▼a MYG ▼b eng ▼e rda ▼c MYG ▼d YDX ▼d OCLCF ▼d 211032 ▼d 211009
050 1 4 ▼a Q325.5 ▼b .B47 2019
082 0 4 ▼a 006.31 ▼2 23
084 ▼a 006.31 ▼2 DDCK
090 ▼a 006.31 ▼b B551m
100 1 ▼a Bertsimas, Dimitris.
245 1 0 ▼a Machine learning under a modern optimization lens / ▼c Dimitris Bertsimas, Jack Dunn.
260 ▼a Belmont, Massachusetts : ▼b Dynamic Ideas LLC, ▼c c2019.
300 ▼a xviii, 589 p. : ▼b ill. (some col.) ; ▼c 24 cm.
504 ▼a Includes bibliographical references and index.
505 0 0 ▼t The optimization lenses -- ▼t Regression and extension -- ▼t Optimal trees for classification and regression -- ▼t Prescriptive analytics -- ▼t The power of optimization over randomization -- ▼t Unsupervised methods -- ▼t Matrix methods -- ▼t Optimization via a machine learning lens.
650 0 ▼a Machine learning.
650 0 ▼a Mathematical optimization.
650 0 ▼a Machine learning.
650 0 ▼a Mathematical optimization.
700 1 ▼a Dunn, Jack ▼q (Jack William).
945 ▼a KLPA

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 006.31 B551m 등록번호 121252242 도서상태 대출가능 반납예정일 예약 서비스 B M

관련분야 신착자료

Cartwright, Hugh M. (2021)
한국소프트웨어기술인협회. 빅데이터전략연구소 (2021)