Enriching Visual with Verbal Explanations for Relational Concepts --
Combining LIME with Aleph

Enriching Visual with Verbal Explanations for Relational Concepts -- Combining LIME with Aleph

4 October 2019

Johannes Rabold

Hannah Deininger

Papers citing "Enriching Visual with Verbal Explanations for Relational Concepts -- Combining LIME with Aleph"

14 / 14 papers shown

Title
SurvBeX: An explanation method of the machine learning survival models based on the Beran estimator Lev V. Utkin Danila Eremenko A. Konstantinov 37 4 0 07 Aug 2023
TRUST XAI: Model-Agnostic Explanations for AI With a Case Study on IIoT Security Maede Zolanvari Zebo Yang K. Khan Rajkumar Jain N. Meskin 33 73 0 02 May 2022
Enriching Artificial Intelligence Explanations with Knowledge Fragments Jože M. Rožanec Elena Trajkova I. Novalija Patrik Zajec K. Kenda B. Fortuna Dunja Mladenić 39 9 0 12 Apr 2022
An Interactive Explanatory AI System for Industrial Quality Control Dennis Müller Michael März Stephan Scheele Ute Schmid 27 6 0 17 Mar 2022
LIMEcraft: Handcrafted superpixel selection and inspection for Visual eXplanations Weronika Hryniewska Adrianna Grudzieñ P. Biecek FAtt 53 3 0 15 Nov 2021
Explainable Machine Learning with Prior Knowledge: An Overview Katharina Beckh Sebastian Müller Matthias Jakobs Vanessa Toborek Hanxiao Tan Raphael Fischer Pascal Welke Sebastian Houben Laura von Rueden XAI 27 28 0 21 May 2021
Ensembles of Random SHAPs Lev V. Utkin A. Konstantinov FAtt 18 20 0 04 Mar 2021
Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting with their Explanations Wolfgang Stammer P. Schramowski Kristian Kersting FAtt 14 107 0 25 Nov 2020
Interpretable Machine Learning -- A Brief History, State-of-the-Art and Challenges Christoph Molnar Giuseppe Casalicchio B. Bischl AI4TS AI4CE 28 396 0 19 Oct 2020
Interpretable Machine Learning with an Ensemble of Gradient Boosting Machines A. Konstantinov Lev V. Utkin FedML AI4CE 12 139 0 14 Oct 2020
Counterfactual explanation of machine learning survival models M. Kovalev Lev V. Utkin CML OffRL 37 19 0 26 Jun 2020
Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps Tobias Huber Katharina Weitz Elisabeth André Ofra Amir FAtt 21 64 0 18 May 2020
A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds M. Kovalev Lev V. Utkin AAML 43 31 0 05 May 2020
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence S. Raschka Joshua Patterson Corey J. Nolet AI4CE 29 485 0 12 Feb 2020