| Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability LV Herm, K Heinrich, J Wanner, C Janiesch International Journal of Information Management 69, 102538, 2023 | 91 | 2023 |
| A framework for implementing robotic process automation projects LV Herm, C Janiesch, A Helm, F Imgrund, A Hofmann, A Winkelmann Information Systems and E-Business Management 21, 1-35, 2023 | 76 | 2023 |
| A consolidated framework for implementing robotic process automation projects LV Herm, C Janiesch, A Helm, F Imgrund, K Fuchs, A Hofmann, ... Business Process Management: 18th International Conference, BPM 2020 …, 2020 | 67 | 2020 |
| The effect of transparency and trust on intelligent system acceptance: Evidence from a user-based study J Wanner, LV Herm, K Heinrich, C Janiesch Electronic Markets 32 (4), 2079-2102, 2022 | 56 | 2022 |
| From symbolic RPA to intelligent RPA: challenges for developing and operating intelligent software robots LV Herm, C Janiesch, HA Reijers, F Seubert Business Process Management: 19th International Conference, BPM 2021, Rome …, 2021 | 52 | 2021 |
| White, Grey, Black: Effects of XAI Augmentation on the Confidence in AI-based Decision Support Systems J Wanner, LV Herm, K Heinrich, C Janiesch, P Zschech International Conference on Information Systems (ICIS), 2020 | 43 | 2020 |
| I Don’t Get It, but It Seems Valid! The Connection Between Explainability and Comprehensibility in (X)AI Research LV Herm, J Wanner, F Seubert, C Janiesch European Conference on Information Systems (2021), 2021 | 27 | 2021 |
| How Much Is the Black Box? The Value of Explainability in Machine Learning Models J Wanner, LV Herm, C Janiesch European Conference on Information Systems (ECIS), 2020 | 25 | 2020 |
| A framework of cost drivers for robotic process automation projects B Axmann, H Harmoko, LV Herm, C Janiesch Business Process Management: Blockchain and Robotic Process Automation Forum …, 2021 | 21 | 2021 |
| Impact Of Explainable AI On Cognitive Load: Insights From An Empirical Study LV Herm European Conference on Information Systems, 2023 | 19 | 2023 |
| Stop ordering machine learning algorithms by their explainability! An empirical investigation of the tradeoff between performance and explainability J Wanner, LV Herm, K Heinrich, C Janiesch Conference on e-Business, e-Services and e-Society, 245-258, 2021 | 19 | 2021 |
| A social evaluation of the perceived goodness of explainability in machine learning J Wanner, LV Herm, K Heinrich, C Janiesch Journal of Business Analytics 5 (1), 29-50, 2022 | 15 | 2022 |
| Towards an Implementation of Blockchain-based Collaboration Platforms in Supply Chain Networks: A Requirements Analysis LV Herm, C Janiesch Hawaii International Conference on System Sciences, 2021 | 14 | 2021 |
| Adoption Barriers of AI: A context-specific acceptance model for industrial maintenance J Wanner, L Popp, K Fuchs, K Heinrich, LV Herm, C Janiesch European Conference on Information Systems (2021), 2021 | 13 | 2021 |
| A nascent design theory for explainable intelligent systems LV Herm, T Steinbach, J Wanner, C Janiesch Electronic Markets 32 (4), 2185–2205, 2022 | 12 | 2022 |
| Countering the fear of black-boxed AI in maintenance: towards a smart colleague J Wanner, LV Herm, C Janiesch Pre-ICIS SIGDSA Symposium, 13, 2019 | 11 | 2019 |
| Applications and Challenges of Task Mining: A Literature Review A Mayr, LV Herm, J Wanner, C Janiesch European Conference on Information Systems, 2022 | 10 | 2022 |
| Managing RPA implementation projects - A framework applied at SYSTHEMIS AG LV Herm, C Janiesch, T Steinbach, D Wüllner Robotic Process Automation, 27-46, 2021 | 10 | 2021 |
| Verwendung binärer Datenwerte für eine KI-gestützte Instandhaltung 4.0 J Wanner, LV Herm, D Hartel, C Janiesch HMD Praxis der Wirtschaftsinformatik 56 (6), 1268-1281, 2019 | 7 | 2019 |
| I don’t get IT, but IT seems valid LV Herm, J Wanner, F Seubert, C Janiesch The Connection between Explainability and Comprehensibility in (X) AI Research, 2021 | 6 | 2021 |
