Cases for Explainable Software Systems:Characteristics and Examples

12 August 2021

Papers citing "Cases for Explainable Software Systems:Characteristics and Examples"

12 / 12 papers shown

Title
What Do We Want From Explainable Artificial Intelligence (XAI)? -- A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research Markus Langer Daniel Oster Timo Speith Holger Hermanns Lena Kästner Eva Schmidt Andreas Sesing Kevin Baum XAI 90 418 0 15 Feb 2021
A systematic review and taxonomy of explanations in decision support and recommender systems Ingrid Nunes Dietmar Jannach XAI 30 329 0 15 Jun 2020
Directions for Explainable Knowledge-Enabled Systems Shruthi Chari Daniel Gruen Oshani Seneviratne D. McGuinness XAI 43 32 0 17 Mar 2020
The Pragmatic Turn in Explainable Artificial Intelligence (XAI) Andrés Páez 51 192 0 22 Feb 2020
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 91 6,211 0 22 Oct 2019
Towards Explainable Artificial Intelligence Wojciech Samek K. Müller XAI 53 442 0 26 Sep 2019
Towards Self-Explainable Cyber-Physical Systems Mathias Blumreiter Joel Greenyer Javier Chiyah-Garcia V. Klös Maike Schwammberger C. Sommer Andreas Vogelsang A. Wortmann 22 35 0 13 Aug 2019
Requirements Engineering for Machine Learning: Perspectives from Data Scientists Andreas Vogelsang Markus Borg 23 163 0 13 Aug 2019
Towards a Characterization of Explainable Systems Dimitri Bohlender Maximilian A. Köhl 23 12 0 31 Jan 2019
Explain Yourself: A Natural Language Interface for Scrutable Autonomous Robots Javier Chiyah-Garcia D. A. Robb Xingkun Liu A. Laskov P. Patrón H. Hastie 39 25 0 06 Mar 2018
How do Humans Understand Explanations from Machine Learning Systems? An Evaluation of the Human-Interpretability of Explanation Menaka Narayanan Emily Chen Jeffrey He Been Kim S. Gershman Finale Doshi-Velez FAtt XAI 86 241 0 02 Feb 2018
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 348 3,742 0 28 Feb 2017