141 citations · 283 across the 3 of their papers we have counts for
3 papers
Probabilistic Cascading for Large Scale Hierarchical Classification
Aris Kosmopoulos, Georgios Paliouras, Ion Androutsopoulos
Hierarchies are frequently used for the organization of objects. Given a hierarchy of classes, two main approaches are used, to automatically classify new instances: flat classific…
LSHTC: A Benchmark for Large-Scale Text Classification
Ioannis Partalas, Aris Kosmopoulos, Nicolas Baskiotis +6
LSHTC is a series of challenges which aims to assess the performance of classification systems in large-scale classification in a a large number of classes (up to hundreds of thous…
Evaluation Measures for Hierarchical Classification: a unified view and novel approaches
Aris Kosmopoulos, Ioannis Partalas, Eric Gaussier +2
Hierarchical classification addresses the problem of classifying items into a hierarchy of classes. An important issue in hierarchical classification is the evaluation of different…