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28 lines (28 loc) · 894 Bytes
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cff-version: 1.2.0
title: "ACO-LP: Supervised Link Prediction via Ant-Colony Pheromone Features"
message: >
If you use this software or the PH (pheromone) feature in your research,
please cite.
type: software
authors:
- family-names: Ansari
given-names: Soheila
repository-code: "https://github.com/SoheilaAnsari/PheroLP"
abstract: >
MATLAB implementation of a supervised missing-link prediction pipeline
that uses an Ant-Colony-Optimization-derived pheromone feature, combined
with Common Neighbor and Node-Link Clustering features, on eight
real-world complex networks. Evaluated with Recall, F1-measure and
area under the precision-recall curve.
keywords:
- link prediction
- complex networks
- ant colony optimization
- supervised learning
- SVM
- common neighbor
- node-link clustering
- ADASYN
license: MIT
version: "1.0.0"
date-released: "2021-04-05"