Evaluating local explanation methods on ground truth

Factual and Counterfactual Explanations for Black Box Decision Making

(2019) Riccardo Guidotti et al.   IEEE INTELLIGENT SYSTEMS

RuleMatrix: Visualizing and Understanding Classifiers with Rules

(2018)   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Explanation in artificial intelligence: Insights from the social sciences

(2018) Tim Miller   ARTIFICIAL INTELLIGENCE

Community detection in networks: Structural communities versus ground truth

(2014) Darko Hric et al.   PHYSICAL REVIEW E

Defining and evaluating network communities based on ground-truth

(2013) Jaewon Yang et al.   KNOWLEDGE AND INFORMATION SYSTEMS

A Bayes-true data generator for evaluation of supervised and unsupervised learning methods

(2011) Janick V. Frasch et al.   PATTERN RECOGNITION LETTERS

Benchmarks for testing community detection algorithms on directed and weighted graphs with overlapping communities

(2009) Andrea Lancichinetti et al.   PHYSICAL REVIEW E