Search Results for author: Andrew Warren

Found 2 papers, 1 papers with code

Efficient Algorithms for Generating Provably Near-Optimal Cluster Descriptors for Explainability

1 code implementation6 Feb 2020 Prathyush Sambaturu, Aparna Gupta, Ian Davidson, S. S. Ravi, Anil Vullikanti, Andrew Warren

Improving the explainability of the results from machine learning methods has become an important research goal.

Using Entropy Estimates for DAG-Based Ontologies

no code implementations19 Mar 2014 Andrew Warren, Joao Setubal

Summary: We present a novel calculation for establishing the entropy of a DAG-based ontology, which can be used in an alternative method for establishing the information content of its terms.

Information Retrieval Language Modelling +3

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