Explainable AI for tailored electricity consumption feedback -- an
experimental evaluation of visualizations

Explainable AI for tailored electricity consumption feedback -- an experimental evaluation of visualizations

European Conference on Information Systems (ECIS), 2022

24 August 2022

Jacqueline Wastensteiner

ArXiv (abs)PDF HTML

Papers citing "Explainable AI for tailored electricity consumption feedback -- an experimental evaluation of visualizations"

6 / 6 papers shown

Title
Overcoming Anchoring Bias: The Potential of AI and XAI-based Decision Support Felix Haag Carlo Stingl Katrin Zerfass K. Hopf Thorsten Staake 134 7 0 08 May 2024
Designing Explainable Predictive Machine Learning Artifacts: Methodology and Practical Demonstration Giacomo Welsch Peter Kowalczyk 126 2 0 20 Jun 2023
Incremental Permutation Feature Importance (iPFI): Towards Online Explanations on Data StreamsMachine-mediated learning (ML), 2022 Fabian Fumagalli Maximilian Muschalik Eyke Hüllermeier Barbara Hammer 193 32 0 05 Sep 2022
Augmented cross-selling through explainable AI -- a case from energy retailingEuropean Conference on Information Systems (ECIS), 2022 Felix Haag K. Hopf Pedro Menelau Vasconcelos Thorsten Staake 129 5 0 24 Aug 2022
GAM(e) changer or not? An evaluation of interpretable machine learning models based on additive model constraintsEuropean Conference on Information Systems (ECIS), 2022 Patrick Zschech Sven Weinzierl Nico Hambauer Sandra Zilker Mathias Kraus 230 15 0 19 Apr 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 2.2K 19,420 0 16 Feb 2016