Discrimination in Relational Classification

Data-driven discrimination in relational classification

Collective Classification

Description	Launch in Binder
Example on a New Synthetic Network
Example on a Existing Synthetic Network
Example on a Real-World Network

Plots

Description	Launch in Binder
Plots in paper
Supplementary material

Publications

1. Explaining Classification Performance and Bias via Network Structure and Sampling Technique. Lisette Espín-Noboa, Fariba Karimi, Bruno Ribeiro, Kristina Lerman and Claudia Wagner. Applied Network Science, 2021. https://doi.org/10.1007/s41109-021-00394-3

2. Towards Quantifying Sampling Bias in Network Inference. Lisette Espín-Noboa, Claudia Wagner, Fariba Karimi and Kristina Lerman. In WWW '18 Companion: The 2018 Web Conference Companion, April 23–27, 2018, Lyon, France. ACM, New York, NY, USA, 9 pages. https://doi.org/10.1145/3184558.3191567