“White-Box AI” - Transparente Entscheidungsunterstützung durch interpretierbare Machine-Learning-Modelle (White-Box AI)

Third party funded individual grant


Acronym: White-Box AI

Start date : 01.08.2022

End date : 31.07.2025

Website: https://www.whitebox-ai.rw.fau.de/

close-button

Types of publications

Journal article
Book chapter / Article in edited volumes
Authored book
Translation
Thesis
Edited Volume
Conference contribution
Other publication type
Unpublished / Preprint

Publication year

From
To

Abstract

Journal

Anomaly detection for industrial quality assurance: A comparative evaluation of unsupervised deep learning models (2023) Zipfel J, Verworner F, Fischer M, Wieland U, Kraus M, Zschech P Journal article Interpretable generalized additive neural networks (2023) Kraus M, Tschernutter D, Weinzierl S, Zschech P Journal article, Original article Beyond descriptive taxonomies in data analytics: a systematic evaluation approach for data-driven method pipelines (2022) Zschech P Journal article Beyond descriptive taxonomies in data analytics: a systematic evaluation approach for data-driven method pipelines (2022) Zschech P Journal article GAM(e) changer or not? An evaluation of interpretable machine learning models based on additive model constraints (2022) Zschech P, Weinzierl S, Hambauer N, Zilker S, Kraus M Conference contribution, Conference Contribution