Towards Interpretable ANNs: An Exact Transformation to Multi-Class Multivariate Decision Trees

10 March 2020

Papers citing "Towards Interpretable ANNs: An Exact Transformation to Multi-Class Multivariate Decision Trees"

5 / 5 papers shown

Title
How should AI decisions be explained? Requirements for Explanations from the Perspective of European Law Benjamin Frész Elena Dubovitskaya Danilo Brajovic Marco F. Huber Christian Horz 62 7 0 19 Apr 2024
LEURN: Learning Explainable Univariate Rules with Neural Networks Çağlar Aytekin FAtt 34 0 0 27 Mar 2023
Neural Networks are Decision Trees Çağlar Aytekin FAtt 37 24 0 11 Oct 2022
A Survey of Neural Trees Haoling Li Mingli Song Mengqi Xue Haofei Zhang Jingwen Ye Lechao Cheng Mingli Song AI4CE 25 6 0 07 Sep 2022
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 259 3,698 0 28 Feb 2017