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Christian Janiesch

Observed name: Janiesch, Christian
Observed institutions: Karlsruhe Institute of Technology, Queensland University of Technology, University of Liechtenstein, TU Dortmund University, University of Applied Sciences Landshut, University of Münster, University of Würzburg, Systems, Applications & Products in Data Processing (Germany), Systems, Applications & Products in Data Processing (United Kingdom), Systems, Applications & Products in Data Processing (Australia), Fraunhofer Institute for Software and Systems Engineering, European Research Center for Information Systems, Technische Universität Dresden
ORCID: 0000-0002-8050-123X
Observed ORCID: 0000-0002-8050-123X
OpenAlex ID: A5048865769
Machine learning and deep learning
2021 · Christian Janiesch, Patrick Zschech, et al. · Electronic Markets · 2,942
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Generative AI
2023 · Stefan Feuerriegel, Jochen Hartmann, et al. · Business & Information Systems Engineering · 1,450
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Strategy archetypes for digital transformation: Defining meta objectives using business process management
2020 · Marcus Fischer, Florian Imgrund, et al. · Information & Management · 415
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The effect of transparency and trust on intelligent system acceptance: Evidence from a user-based study
2022 · Jonas Wanner, Lukas-Valentin Herm, et al. · Electronic Markets · 208
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The Internet of Things Meets Business Process Management: A Manifesto
2020 · Christian Janiesch, Agnes Koschmider, et al. · IEEE Systems Man and Cybernetics Magazine · 177
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Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability
2022 · Lukas-Valentin Herm, Kai Heinrich, et al. · International Journal of Information Management · 127
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Elastic Business Process Management: State of the art and open challenges for BPM in the cloud
2014 · Stefan Schulte, Christian Janiesch, et al. · Future Generation Computer Systems · 124
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A survey of image labelling for computer vision applications
2021 · Christoph Sager, Christian Janiesch, et al. · Journal of Business Analytics · 98
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A framework for implementing robotic process automation projects
2022 · Lukas-Valentin Herm, Christian Janiesch, et al. · Information Systems and e-Business Management · 93
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Beyond process monitoring: a proof‐of‐concept of event‐driven business activity management
2012 · Christian Janiesch, Martin Matzner, et al. · Business Process Management Journal · 73
Information systems for smart services
2017 · Daniel Beverungen, Martin Matzner, et al. · Information Systems and e-Business Management · 70
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Extending BPMN for Business Activity Monitoring
2012 · Jan-Philipp Friedenstab, Christian Janiesch, et al. · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 69
Generative AI
2023 · Stefan Feuerriegel, Jochen Hartmann, et al. · SSRN Electronic Journal · 64
The Internet-of-Things Meets Business Process Management: Mutual Benefits and Challenges
2017 · Christian Janiesch, Agnes Koschmider, et al. · arXiv (Cornell University) · 61
Process data properties matter: Introducing gated convolutional neural networks (GCNN) and key-value-predict attention networks (KVP) for next event prediction with deep learning
2021 · Kai Heinrich, Patrick Zschech, et al. · Decision Support Systems · 54
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Reuse Mechanisms in Situational Method Engineering
2007 · Jörg Becker, Christian Janiesch, et al. · Springer eBooks · 51
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Countering Service Information Challenges in the Internet of Services
2009 · Daniel Oberle, Nadeem Bhatti, et al. · Business & Information Systems Engineering · 49
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A Consolidated Framework for Implementing Robotic Process Automation Projects
2020 · Lukas-Valentin Herm, Christian Janiesch, et al. · Lecture notes in computer science · 45
A taxonomy and archetypes of smart services for smart living
2020 · Marcus Fischer, David Heim, et al. · Electronic Markets · 44
Big data analytics in sustainability reports: an analysis based on the perceived credibility of corporate published information
2019 · Jonas Wanner, Christian Janiesch · BuR - Business Research · 44
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Process Selection in RPA Projects – Towards a Quantifiable Method of Decision Making
2019 · Jonas Wanner, Adrian Hofmann, et al. · Journal of the Association for Information Systems · 37
From Symbolic RPA to Intelligent RPA: Challenges for Developing and Operating Intelligent Software Robots
2021 · Lukas-Valentin Herm, Christian Janiesch, et al. · Lecture notes in computer science · 34
Specifying autonomy in the Internet of Things: the autonomy model and notation
2018 · Christian Janiesch, Marcus Fischer, et al. · Information Systems and e-Business Management · 32
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Intelligent User Assistance for Automated Data Mining Method Selection
2020 · Patrick Zschech, Richard Horn, et al. · Business & Information Systems Engineering · 31
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Configurative Method Engineering - On the Applicability of Reference Modeling Mechanisms in Method Engineering
2007 · Jörg Becker, Ralf Knackstedt, et al. · Journal of the Association for Information Systems · 31
Works count: 219
Citation count: 7,409
H-index: 27
I10-index: 62
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