PF

버전 2.2.0 (3.07 KB) 작성자: Riccardo Marcaccioli
This function gives the P-value prescribed by the Polya Filter for each link of the given network W.
5.0
(1)
다운로드 수: 130
업데이트 날짜: 2019/2/21

라이선스 보기

PF.m gives the P-value prescribed by the Polya Filter for each link of the network (given the adjacency matrix W and a value for the free parameter a). If the passed value of a is negative, it performs the ML estimation using the get_ML_estimate.m function

get_ML_estimate.m finds the maximum likelihood estimates for the the free parameter a

NOTE: the maximum likelihood estimate are just a possible way to fix the free parameter, other viable options are presented in the paper where the PF is presented :
"A Pólya urn approach to information filtering in complex networks" by R. Marcaccioli and G. Livan available at https://rdcu.be/bmIjz

인용 양식

Marcaccioli, Riccardo, and Giacomo Livan. “A Pólya Urn Approach to Information Filtering in Complex Networks.” Nature Communications, vol. 10, no. 1, Springer Nature, Feb. 2019, doi:10.1038/s41467-019-08667-3.

양식 더 보기
MATLAB 릴리스 호환 정보
개발 환경: R2018b
R2015a 이상 릴리스와 호환
플랫폼 호환성
Windows macOS Linux
카테고리
Help Center 및 MATLAB Answers에서 Smoothing and Denoising에 대해 자세히 알아보기
태그 태그 추가

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

버전 게시됨 릴리스 정보
2.2.0

Fixed minor problem due to update 2.1
2.1.0

Merged in one single function
2.0.0

Fixed minor issue with the code, added the function taking the ML estimates
1.0.0