26 citations · 35 across the 3 of their papers we have counts for
3 papers
Good Classification Measures and How to Find Them
Martijn Gösgens, Anton Zhiyanov, Alexey Tikhonov +1
Several performance measures can be used for evaluating classification results: accuracy, F-measure, and many others. Can we say that some of them are better than others, or, ideal…
When Less Is More: Systematic Analysis of Cascade-Based Community Detection
Liudmila Prokhorenkova, Alexey Tikhonov, Nelly Litvak
Information diffusion, spreading of infectious diseases, and spreading of rumors are fundamental processes occurring in real-life networks. In many practical cases, one can observe…
Systematic Analysis of Cluster Similarity Indices: How to Validate Validation Measures
Martijn Gösgens, Alexey Tikhonov, Liudmila Prokhorenkova
Many cluster similarity indices are used to evaluate clustering algorithms, and choosing the best one for a particular task remains an open problem. We demonstrate that this proble…