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AminerData.mat
AminerData_v6.mat
README.md
demo.m
fascinate.m
fascinate_zero.m
restoreD.m

README.md

FASCINATE: Fast Cross-layer Dependency Inference on Multi-layered Networks

Overview

The package contains the following files:

  • AminerData.mat: Aminer dataset in Matlab format
  • fascinate.m: function file for FASCINATE algorithm
  • fascinate_zero.m: function file for FASCINATE-ZERO, which infers the dependency for zero-start nodes
  • restoreD.m: function file to restore the dependencies with latent feature matrices
  • demo.m: script file to run FASCINATE and FASINATE-ZERO

Usage

Please refer to the demo code demo.m and comments in each file for the detailed information

Refereces

Chen Chen, Hanghang Tong, Lei Xie, Lei Ying, Qing He. FASCINATE: Fast Cross-layer Dependency Inference on Multi-layered Networks. 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2016. (Bests of KDD2016)