가야대학교 분성도서관
주메뉴
자료검색
- Home
- 상세정보
상세정보
부가기능
From Statistical Physics to Data-Driven Modelling : With Applications to Quantitative Biology / [electronic resource]
상세 프로파일
| 자료유형 | E-Book |
|---|---|
| 개인저자 | Cocco, Simona, author. Monasson, Re?mi, author. Zamponi, Francesco, 1979-, author. |
| 서명/저자사항 | From Statistical Physics to Data-Driven Modelling :With Applications to Quantitative Biology /Simona Cocco, Re?mi Monasson, Francesco Zamponi.[electronic resource] |
| 형태사항 | 1 online resource |
| 소장본 주기 | WorldCat record variable field(s) change: 050, 082 |
| ISBN | 9780192633729 0192633724 9780191896781 0191896780 |
| 서지주기 | Includes bibliographical references and index. |
| 내용주기 | 1 Introduction to Bayesian inference -- 2 Asymptotic inference and information -- 3 High-dimensional inference: searching for principal components -- 4 Priors, regularisation, sparsity -- 5 Graphical models: from network reconstruction to Boltzmann machines -- 6 Unsupervised learning: from representations to generative models -- 7 Supervised learning: classification with neural networks -- 8 Time series: from Markov models to hidden Markov models |
| 요약 | Aimed at graduate students, this textbook examines the importance of data analysis to understanding biological, physical, and chemical systems, and outlines its practical applications at the intersection of probability theory, statistics, optimisation, statistical physics, inference, and machine learning. |
| 일반주제명 | Statistical physics. Biology -- Data processing. Quantitative research. Biology -- Data processing. Quantitative research. Statistical physics. |
| 언어 | 영어 |
| 기타형태 저록 | Print version:Cocco, SimonaFrom Statistical Physics to Data-Driven ModellingOxford : Oxford University Press, Incorporated,c20229780198864745 |
| 대출바로가기 | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3391576 |
소장정보
- 소장정보
인쇄
| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00021840 | 530.13 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
|
카피라이터
