| A feedback component that leverages counterfactual explanations for smart learning support SA Günther, F Haag, K Hopf, P Handschuh, M Klose, T Staake Digitale Kulturen der Lehre entwickeln: Rahmenbedingungen, Konzepte und …, 2024 | | 2024 |
| Phönix aus der Asche: KI braucht langfristige Perspektiven K Hopf, B Linnik Heise online, 2024 | | 2024 |
| KI-Wertschöpfung in Unternehmen: Evolution statt Revolution K Hopf Red Stack Magazin, 2024 | | 2024 |
| Crafting Ever-Changing Data Products: Towards a Human-Centered Process Model of Data Work K Hopf, M Joshi, M Stelmaszak, A Shollo 32. European Conference on Information Systems (ECIS'2024), 2024 | | 2024 |
| Organizational Implementation of AI: Craft and Mechanical Work K Hopf, O Müller, A Shollo, T Thiess California Management Review 66 (1), 23-47, 2023 | 8 | 2023 |
| Meta-Regression Analysis of Errors in Short-Term Electricity Load Forecasting K Hopf, H Hartstang, T Staake e-Energy '23 Companion: Companion Proceedings of the 14th ACM International …, 2023 | 1 | 2023 |
| Short-Term Electricity Load Forecasting Using the Temporal Fusion Transformer: Effect of Grid Hierarchies and Data Sources E Giacomazzi, F Haag, K Hopf e-Energy '23: Proceedings of the 14th ACM International Conference on Future …, 2023 | 10 | 2023 |
| Value creation from analytics with limited data: a case study on the retailing of durable consumer goods K Hopf, A Weigert, T Staake Journal of Decision Systems 32 (2), 289-325, 2023 | 11 | 2023 |
| Overcoming Anchoring Bias: The Potential of AI and XAI-based Decision Support F Haag, C Stingl, K Zerfass, K Hopf, T Staake International Conference on Information Systems (ICIS'23), 2023 | | 2023 |
| Addressing Learners' Heterogeneity in Higher Education: An Explainable AI-based Feedback Artifact for Digital Learning Environments F Haag, SA Günther, K Hopf, P Handschuh, M Klose, T Staake Internationale Konferenz Wirtschaftsinformatik (WI'23), 2023 | | 2023 |
| Heat pump inspections result in large energy savings when a pre-selection of households is performed: A promising use case of smart meter data A Weigert, K Hopf, SA Günther, T Staake Energy Policy 169, 113156, 2022 | 11 | 2022 |
| Shifting ML value creation mechanisms: A process model of ML value creation A Shollo, K Hopf, T Thiess, O Müller The Journal of Strategic Information Systems 31 (3), 101734, 2022 | 52 | 2022 |
| Augmented Cross-Selling Through Explainable AI—A Case from Energy Retailing F Haag, K Hopf, PM Vasconcelos, T Staake 30th European Conference on Information Systems (ECIS'22), 2022 | 13 | 2022 |
| Filter Methods for Feature Selection in Supervised Machine Learning Applications--Review and Benchmark K Hopf, S Reifenrath arXiv preprint arXiv:2111.12140, 2021 | 17 | 2021 |
| Knowledge Management in the Era of Artificial Intelligence-Developing an Integrative Framework N Fteimi, K Hopf 29. European Conference on Information Systems (ECIS'21), 2021 | 13 | 2021 |
| Explainable AI for Tailored Electricity Consumption Feedback–An Experimental Evaluation of Visualizations J Wastensteiner, TM Weiss, F Haag, K Hopf 29. European Conference on Information Systems (ECIS'21), 2021 | 18 | 2021 |
| Detection of heat pumps from smart meter and open data A Weigert, K Hopf, N Weinig, T Staake Energy Informatics 3 (Suppl 1), 21, 2020 | 16 | 2020 |
| Analyseverfahren zur Erkennung von Effizienz-und Selbstversorgungspotenzialen individueller Haushalte: Schlussbericht zum Teilprojekt 0350010 im Verbundvorhaben" SmartLoad … A Weigert, K Hopf, T Staake Technische Informationbibliothek (TIB), 2020 | | 2020 |
| SmartLoad: Smart Meter Data Analytics for Enhanced Energy Efficiency in the Residential Sector A Weigert, K Hopf, T Staake, A Rast, J Marckhoff Otto-Friedrich-Universität, 2020 | | 2020 |
| Methoden der Energiedatenanalyse: Schlussbericht zum Vorhaben: im Rahmen des Eurostars Projekts E! 9859 BENginell" Energy Data Analytics: Increasing Service Quality and Energy … K Hopf, T Staake Otto-Friedrich-Universität Bamberg, 2019 | | 2019 |
Thorsten StaakeFull Professor, Chair of Information Systems and Energy Efficient Systems, University of Bamberg在 uni-bamberg.de 的电子邮件经过验证
