ERef Bayreuth
Institutionen der Universität Bayreuth
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- Universität Bayreuth (62156)
- Forschungseinrichtungen (20223)
- Zentrale wissenschaftliche Einrichtungen (15659)
- Research Center for AI in Science and Society (168)
- Zentrale wissenschaftliche Einrichtungen (15659)
- Forschungseinrichtungen (20223)
Anzahl der Einträge auf dieser Ebene: 168.
A
Allmendinger, Simeon ; Bonenberger, Lukas ; Endres, Kathrin ; Fetzer, Dominik ; Gimpel, Henner ; Kühl, Niklas:
Multi-Agent AI.
Bayreuth, Germany , 2025
Multi-Agent AI.
Bayreuth, Germany , 2025
Albuquerque, Rodrigo Q. ; Rothenhäusler, Florian ; Ruckdäschel, Holger:
Designing formulations of bio-based, multicomponent epoxy resin systems via machine learning.
In: MRS Bulletin. Bd. 49 (2024) . - S. 59-70.
DOI: https://doi.org/10.1557/s43577-023-00504-9
Designing formulations of bio-based, multicomponent epoxy resin systems via machine learning.
In: MRS Bulletin. Bd. 49 (2024) . - S. 59-70.
DOI: https://doi.org/10.1557/s43577-023-00504-9
Albrecht, Tobias ; Keller, Robert ; Rebholz, Dominik ; Röglinger, Maximilian:
Fake It Till You Make It : Synthetic Data for Emerging Carsharing Programs.
In: Transportation Research Part D: Transport and Environment. Bd. 127 (2024) . - 104067.
DOI: https://doi.org/10.1016/j.trd.2024.104067
Fake It Till You Make It : Synthetic Data for Emerging Carsharing Programs.
In: Transportation Research Part D: Transport and Environment. Bd. 127 (2024) . - 104067.
DOI: https://doi.org/10.1016/j.trd.2024.104067
Allmendinger, Simeon ; Hemmer, Patrick ; Queisner, Moritz ; Sauer, Igor ; Müller, Leopold ; Jakubik, Johannes ; Vössing, Michael ; Kühl, Niklas:
Navigating the Synthetic Realm: Harnessing Diffusion-Based Models for Laparoscopic Text-to-Image Generation.
In: Shaban-Nejad, Arash ; Michalowski, Martin ; Bianco, Simone (Hrsg.): AI for Health Equity and Fairness : Leveraging AI to Address Social Determinants of Health. - Cham : Springer, 2024 . - S. 31-46
DOI: https://doi.org/10.1007/978-3-031-63592-2_4
Navigating the Synthetic Realm: Harnessing Diffusion-Based Models for Laparoscopic Text-to-Image Generation.
In: Shaban-Nejad, Arash ; Michalowski, Martin ; Bianco, Simone (Hrsg.): AI for Health Equity and Fairness : Leveraging AI to Address Social Determinants of Health. - Cham : Springer, 2024 . - S. 31-46
DOI: https://doi.org/10.1007/978-3-031-63592-2_4
Ackermann, Lars ; Käppel, Martin ; Marcus, Laura ; Moder, Linda ; Dunzer, Sebastian ; Hornsteiner, Markus ; Liessmann, Annina ; Zisgen, Yorck ; Empl, Philip ; Herm, Lukas-Valentin ; Neis, Nicolas ; Neuberger, Julian ; Poss, Leo ; Schaschek, Myriam ; Weinzierl, Sven ; Wördehoff, Niklas ; Jablonski, Stefan ; Koschmider, Agnes ; Kratsch, Wolfgang ; Matzner, Martin ; Rinderle-Ma, Stefanie ; Röglinger, Maximilian ; Schönig, Stefan ; Winkelmann, Axel:
Recent Advances in Data-Driven Business Process Management.
Bayreuth , 2024 . - 34 S.
DOI: https://doi.org/10.48550/arXiv.2406.01786
Recent Advances in Data-Driven Business Process Management.
Bayreuth , 2024 . - 34 S.
DOI: https://doi.org/10.48550/arXiv.2406.01786
Achenbach, Bastian ; Grape, Erik Svensson ; Wahiduzzaman, Mohammad ; Pappler, Sandra K. ; Meinhart, Marcel ; Siegel, Renée ; Maurin, Guillaume ; Senker, Jürgen ; Inge, A. Ken ; Stock, Norbert:
Porous Salts Containing Cationic Al₂₄-Hydroxide-Acetate Clusters from Scalable, Green and Aqueous Synthesis Routes.
In: Angewandte Chemie International Edition. Bd. 62 (2023) Heft 29 . - e202218679.
DOI: https://doi.org/10.1002/anie.202218679
Porous Salts Containing Cationic Al₂₄-Hydroxide-Acetate Clusters from Scalable, Green and Aqueous Synthesis Routes.
In: Angewandte Chemie International Edition. Bd. 62 (2023) Heft 29 . - e202218679.
DOI: https://doi.org/10.1002/anie.202218679
B
Beer, Philipp ; Squarcina, Marco ; Roth, Sebastian ; Lindorfer, Martina:
TapTrap : Animation-Driven Tapjacking on Android.
2025
Veranstaltung: 34th USENIX Security Symposium , August 13–15, 2025 , Seattle, WA, USA.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
TapTrap : Animation-Driven Tapjacking on Android.
2025
Veranstaltung: 34th USENIX Security Symposium , August 13–15, 2025 , Seattle, WA, USA.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
Busch, Moritz ; Collarana, Diego ; Decker, Stefan ; Eymann, Torsten ; Gutheil, Niklas ; Keller, Robert ; Kühl, Niklas ; Lange-Bever, Christoph ; Mayer, Valentin ; Morad, Milad ; Pöllath, Larissa ; Röglinger, Maximilian ; Sharma, Richa ; Urbach, Nils:
Implementing Generative AI Chatbots : Potentials, Challenges and Guidelines for the Successful Implementation of Generative AI Chatbots into Tourism.
Bayreuth , 2025
DOI: https://doi.org/10.5281/zenodo.15101793
Implementing Generative AI Chatbots : Potentials, Challenges and Guidelines for the Successful Implementation of Generative AI Chatbots into Tourism.
Bayreuth , 2025
DOI: https://doi.org/10.5281/zenodo.15101793
Braun, Sebastian Till ; Rad, Soroush Rafiee ; Roy, Olivier:
Anchoring as a Structural Bias of Deliberation.
In: Erkenntnis. Bd. 90 (2025) . - S. 2879-2907.
DOI: https://doi.org/10.1007/s10670-024-00814-7
Anchoring as a Structural Bias of Deliberation.
In: Erkenntnis. Bd. 90 (2025) . - S. 2879-2907.
DOI: https://doi.org/10.1007/s10670-024-00814-7
Boersma, Foeke ; Lu, Meng:
A close look at using national ground stations for the statistical modeling of NO2.
In: Geoscientific Model Development. Bd. 18 (2025) Heft 19 . - S. 6717-6735.
DOI: https://doi.org/10.15495/EPub_UBT_00008609
A close look at using national ground stations for the statistical modeling of NO2.
In: Geoscientific Model Development. Bd. 18 (2025) Heft 19 . - S. 6717-6735.
DOI: https://doi.org/10.15495/EPub_UBT_00008609
Bold, Lea ; Grüne, Lars ; Schaller, Manuel ; Worthmann, Karl:
Data-driven MPC with stability guarantees using extended dynamic mode decomposition.
In: IEEE Transactions on Automatic Control. Bd. 70 (2025) Heft 1 . - S. 534-541.
DOI: https://doi.org/10.1109/TAC.2024.3431169
Data-driven MPC with stability guarantees using extended dynamic mode decomposition.
In: IEEE Transactions on Automatic Control. Bd. 70 (2025) Heft 1 . - S. 534-541.
DOI: https://doi.org/10.1109/TAC.2024.3431169
Beckmann, Christopher ; Berens, Benjamin ; Kühl, Niklas ; Mayer, Peter ; Mossano, Mattia ; Volkamer, Melanie:
Design and Evaluation of an Anti-Phishing Artifact Based on Useful Transparency.
In: Mehrnezhad, Maryam ; Parkin, Simon (Hrsg.): Socio-Technical Aspects in Security : 12th International Workshop, STAST 2022. - Cham : Springer, 2025 . - S. 113-133 . - (Lecture Notes in Computer Science ; 13855 )
DOI: https://doi.org/10.1007/978-3-031-83072-3_7
Design and Evaluation of an Anti-Phishing Artifact Based on Useful Transparency.
In: Mehrnezhad, Maryam ; Parkin, Simon (Hrsg.): Socio-Technical Aspects in Security : 12th International Workshop, STAST 2022. - Cham : Springer, 2025 . - S. 113-133 . - (Lecture Notes in Computer Science ; 13855 )
DOI: https://doi.org/10.1007/978-3-031-83072-3_7
Bokstaller, Jonas ; Altheimer, Julia ; Dormehl, Julian ; Buss, Alina ; Wiltfang, Jasper ; Schneider, Johannes ; Röglinger, Maximilian:
Enhancing ML Model Interpretability : Leveraging Fine-Tuned Large Language Models for Better Understanding of AI.
In: Proceedings of the 33rd European Conference on Information Systems (ECIS). - Amman, Jordanien , 2025
Enhancing ML Model Interpretability : Leveraging Fine-Tuned Large Language Models for Better Understanding of AI.
In: Proceedings of the 33rd European Conference on Information Systems (ECIS). - Amman, Jordanien , 2025
Baumann, Oliver ; Schönfeld, Mirco:
PSemQE : Disambiguating Short Queries Through Personalised Semantic Query Expansion.
In: Aberer, Karl ; Domingo-Ferrer, Josep ; Marchiori, Massimo (Hrsg.): Proceedings of the 21st International Conference on Web Information Systems and Technologies. Volume 1. - Setúbal : SciTePress, 2025 . - S. 289-300
DOI: https://doi.org/10.5220/0013787500003985
PSemQE : Disambiguating Short Queries Through Personalised Semantic Query Expansion.
In: Aberer, Karl ; Domingo-Ferrer, Josep ; Marchiori, Massimo (Hrsg.): Proceedings of the 21st International Conference on Web Information Systems and Technologies. Volume 1. - Setúbal : SciTePress, 2025 . - S. 289-300
DOI: https://doi.org/10.5220/0013787500003985
Böcking, Lars ; Müller, Leopold ; Kühl, Niklas:
Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classification : Performance and Uncertainty Estimation on Unseen Datasets.
In: Bui, Tung X. (Hrsg.): Proceedings of the 58th Hawaii International Conference on System Sciences (HICSS). - Waikoloa, Hawaii : University of Hawaii Press, 2025
Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classification : Performance and Uncertainty Estimation on Unseen Datasets.
In: Bui, Tung X. (Hrsg.): Proceedings of the 58th Hawaii International Conference on System Sciences (HICSS). - Waikoloa, Hawaii : University of Hawaii Press, 2025
Berger, Alexander ; Theis, Maximilian ; von Wedel, Henrike ; Rößler, Tamino ; Papastavrou, Georg ; Senker, Jürgen ; Retsch, Markus:
A versatile method for facile and reliable synthesis of colloidal particles with a size and composition gradient.
In: Colloid and Polymer Science. Bd. 303 (2025) . - S. 1801-1814.
DOI: https://doi.org/10.1007/s00396-024-05282-7
A versatile method for facile and reliable synthesis of colloidal particles with a size and composition gradient.
In: Colloid and Polymer Science. Bd. 303 (2025) . - S. 1801-1814.
DOI: https://doi.org/10.1007/s00396-024-05282-7
Baumann, Oliver ; Nandini, Durgesh ; Rossanez, Anderson ; Schönfeld, Mirco ; dos Reis, Julio Cesar:
How to Surprisingly Consider Recommendations? A Knowledge-Graph-Based Approach Relying on Complex Network Metrics.
2024
Veranstaltung: 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KEOD) , 17.-19. Nov. 2024 , Porto, Portugal.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.5220/0012936100003838
How to Surprisingly Consider Recommendations? A Knowledge-Graph-Based Approach Relying on Complex Network Metrics.
2024
Veranstaltung: 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KEOD) , 17.-19. Nov. 2024 , Porto, Portugal.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.5220/0012936100003838
Becker, Dominik ; Deck, Luca ; Feulner, Simon ; Gutheil, Niklas ; Schüll, Moritz ; Decker, Stefan ; Eymann, Torsten ; Gimpel, Henner ; Pippow, Andreas ; Röglinger, Maximilian ; Urbach, Nils:
Lohnt sich Microsoft 365 Copilot? : Eine Potenzialanalyse für Unternehmen und Bildungseinrichtungen.
Bayreuth , 2024 . - 58 S. - (Bayreuther Arbeitspapiere zur Wirtschaftsinformatik ; 72 )
DOI: https://doi.org/10.15495/EPub_UBT_00007962
Lohnt sich Microsoft 365 Copilot? : Eine Potenzialanalyse für Unternehmen und Bildungseinrichtungen.
Bayreuth , 2024 . - 58 S. - (Bayreuther Arbeitspapiere zur Wirtschaftsinformatik ; 72 )
DOI: https://doi.org/10.15495/EPub_UBT_00007962
Baum, Matthias ; Streeb, Mirjam ; Koschmider, Agnes:
Supercharging Obsessions with AI? The Development of Obsessive Passion Due to Reinforcing AI Feedback.
2024
Veranstaltung: Rencontres de St-Gall: "The Mechanical Turk and its Grandchildren ante portas: The Significance of Artificial Intelligence in Entrepreneurship Research and Practice" , 02.-04.September 2024 , St. Gallen, Schweiz.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Vortrag )
Supercharging Obsessions with AI? The Development of Obsessive Passion Due to Reinforcing AI Feedback.
2024
Veranstaltung: Rencontres de St-Gall: "The Mechanical Turk and its Grandchildren ante portas: The Significance of Artificial Intelligence in Entrepreneurship Research and Practice" , 02.-04.September 2024 , St. Gallen, Schweiz.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Vortrag )
Benharrak, Karim ; Zindulka, Tim ; Lehmann, Florian ; Heuer, Hendrik ; Buschek, Daniel:
Writer-Defined AI Personas for On-Demand Feedback Generation.
2024
Veranstaltung: CHI Conference on Human Factors in Computing Systems , 11-16 May 2024 , Honolulu, Hawaii, USA.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.1145/3613904.3642406
Writer-Defined AI Personas for On-Demand Feedback Generation.
2024
Veranstaltung: CHI Conference on Human Factors in Computing Systems , 11-16 May 2024 , Honolulu, Hawaii, USA.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.1145/3613904.3642406
Buschek, Daniel:
Collage is the New Writing: Exploring the Fragmentation of Text and User Interfaces in AI Tools.
In: Proceedings of the 2024 ACM Designing Interactive Systems Conference. - New York : Association for Computing Machinery, 2024 . - S. 2719-2737
DOI: https://doi.org/10.1145/3643834.3660681
Collage is the New Writing: Exploring the Fragmentation of Text and User Interfaces in AI Tools.
In: Proceedings of the 2024 ACM Designing Interactive Systems Conference. - New York : Association for Computing Machinery, 2024 . - S. 2719-2737
DOI: https://doi.org/10.1145/3643834.3660681
Bartelmeß, Tina ; Schönfeld, Mirco ; Pfeffer, Jürgen:
Exploring Food Poverty Experiences in the German Twitter-Sphere.
In: BMC Public Health. Bd. 24 (2024) . - 1398.
DOI: https://doi.org/10.1186/s12889-024-18926-8
Exploring Food Poverty Experiences in the German Twitter-Sphere.
In: BMC Public Health. Bd. 24 (2024) . - 1398.
DOI: https://doi.org/10.1186/s12889-024-18926-8
Bauriedel, Niklas ; Albuquerque, Rodrigo Q. ; Utz, Julia ; Geis, Nico ; Ruckdäschel, Holger:
Monitoring of fused filament fabrication (FFF) : An infrared imaging and machine learning approach.
In: Journal of Polymer Science. Bd. 62 (2024) Heft 24 . - S. 5633-5641.
DOI: https://doi.org/10.1002/pol.20240586
Monitoring of fused filament fabrication (FFF) : An infrared imaging and machine learning approach.
In: Journal of Polymer Science. Bd. 62 (2024) Heft 24 . - S. 5633-5641.
DOI: https://doi.org/10.1002/pol.20240586
Balbierer, Beatrice ; Heinlein, Lukas ; Zipperling, Domenique ; Kühl, Niklas:
A Multivocal Literature Review on Privacy and Fairness in Federated Learning.
In: Proceedings of the 19th International Conference on Wirtschaftsinformatik (WI). - Würzburg, Germany , 2024
DOI: https://doi.org/10.48550/arXiv.2408.08666
A Multivocal Literature Review on Privacy and Fairness in Federated Learning.
In: Proceedings of the 19th International Conference on Wirtschaftsinformatik (WI). - Würzburg, Germany , 2024
DOI: https://doi.org/10.48550/arXiv.2408.08666
Bode, Jan ; Kühl, Niklas ; Kreuzberger, Dominik ; Holtmann, Carsten:
Towards Avoiding the Data Mess : Industry Insights from Data Mesh Implementations.
In: IEEE Access. Bd. 12 (2024) . - S. 95402-95416.
DOI: https://doi.org/10.1109/ACCESS.2024.3417291
Towards Avoiding the Data Mess : Industry Insights from Data Mesh Implementations.
In: IEEE Access. Bd. 12 (2024) . - S. 95402-95416.
DOI: https://doi.org/10.1109/ACCESS.2024.3417291
Bittracher, Andreas ; Mollenhauer, Mattes ; Koltai, Peter ; Schütte, Christof:
Optimal reaction coordinates : Variational characterization and sparse computation.
In: Multiscale Modeling & Simulation. Bd. 21 (2023) Heft 2 . - S. 449-488.
DOI: https://doi.org/10.1137/21M1448367
Optimal reaction coordinates : Variational characterization and sparse computation.
In: Multiscale Modeling & Simulation. Bd. 21 (2023) Heft 2 . - S. 449-488.
DOI: https://doi.org/10.1137/21M1448367
Baier, Lucas ; Schlör, Tim ; Schöffer, Jakob ; Kühl, Niklas:
Detecting Concept Drift With Neural Network Model Uncertainty.
In: Proceedings of the 56th Hawaii International Conference on System Sciences. - Honolulu, HI , 2023 . - S. 836-844
Detecting Concept Drift With Neural Network Model Uncertainty.
In: Proceedings of the 56th Hawaii International Conference on System Sciences. - Honolulu, HI , 2023 . - S. 836-844
Bishop, Christopher A. ; Machate, Tina ; Henkel, Janin ; Schulze, Matthias B. ; Klaus, Susanne ; Piepelow, Karolin:
Heptadecanoic Acid Is Not a Key Mediator in the Prevention of Diet-Induced Hepatic Steatosis and Insulin Resistance in Mice.
In: Nutrients. Bd. 15 (2023) Heft 9 . - 2052.
DOI: https://doi.org/10.3390/nu15092052
Heptadecanoic Acid Is Not a Key Mediator in the Prevention of Diet-Induced Hepatic Steatosis and Insulin Resistance in Mice.
In: Nutrients. Bd. 15 (2023) Heft 9 . - 2052.
DOI: https://doi.org/10.3390/nu15092052
C
Cui, Mengnan ; Reuter, Karsten ; Margraf, Johannes T.:
Multi-fidelity transfer learning for quantum chemical data using a robust density functional tight binding baseline.
In: Machine Learning: Science and Technology. Bd. 6 (2025) . - 015071.
DOI: https://doi.org/10.1088/2632-2153/adc222
Multi-fidelity transfer learning for quantum chemical data using a robust density functional tight binding baseline.
In: Machine Learning: Science and Technology. Bd. 6 (2025) . - 015071.
DOI: https://doi.org/10.1088/2632-2153/adc222
Chen, Ke ; Kunkel, Christian ; Cheng, Bingqing ; Reuter, Karsten ; Margraf, Johannes T.:
Physics-Inspired Machine Learning of Localized Intensive Properties.
In: Chemical Science. Bd. 14 (2023) Heft 18 . - S. 4913-4922.
DOI: https://doi.org/10.1039/D3SC00841J
Physics-Inspired Machine Learning of Localized Intensive Properties.
In: Chemical Science. Bd. 14 (2023) Heft 18 . - S. 4913-4922.
DOI: https://doi.org/10.1039/D3SC00841J
Crook, Barnaby ; Schlüter, Maximilian ; Speith, Timo:
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI).
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ : IEEE, 2023 . - S. 316-324
DOI: https://doi.org/10.1109/REW57809.2023.00060
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI).
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ : IEEE, 2023 . - S. 316-324
DOI: https://doi.org/10.1109/REW57809.2023.00060
D
Deck, Luca ; Schomäcker, Astrid ; Speith, Timo ; Schöffer, Jakob ; Kästner, Lena ; Kühl, Niklas:
Mapping the Potential of Explainable Artificial Intelligence (XAI) for Fairness Along the AI Lifecycle.
2024
Veranstaltung: Third European Workshop on Algorithmic Fairness (EWAF'24) , July 1-3, 2024 , Mainz, Germany.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Vortrag )
DOI: https://doi.org/10.48550/arXiv.2404.18736
Mapping the Potential of Explainable Artificial Intelligence (XAI) for Fairness Along the AI Lifecycle.
2024
Veranstaltung: Third European Workshop on Algorithmic Fairness (EWAF'24) , July 1-3, 2024 , Mainz, Germany.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Vortrag )
DOI: https://doi.org/10.48550/arXiv.2404.18736
Draxler, Fiona ; Werner, Anna ; Lehmann, Florian ; Hoppe, Matthias ; Schmidt, Albrecht ; Buschek, Daniel ; Welsch, Robin:
The AI Ghostwriter Effect : When Users Do Not Perceive Ownership of AI-Generated Text But Self-Declare as Authors.
In: ACM Transactions on Computer-Human Interaction. Bd. 31 (2024) Heft 2 . - 25.
DOI: https://doi.org/10.1145/3637875
The AI Ghostwriter Effect : When Users Do Not Perceive Ownership of AI-Generated Text But Self-Declare as Authors.
In: ACM Transactions on Computer-Human Interaction. Bd. 31 (2024) Heft 2 . - 25.
DOI: https://doi.org/10.1145/3637875
Deck, Luca ; Schoeffer, Jakob ; De-Arteaga, Maria ; Kühl, Niklas:
A Critical Survey on Fairness Benefits of Explainable AI.
In: Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). - Rio de Janeiro, Brazil , 2024
DOI: https://doi.org/10.1145/3630106.3658990
A Critical Survey on Fairness Benefits of Explainable AI.
In: Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). - Rio de Janeiro, Brazil , 2024
DOI: https://doi.org/10.1145/3630106.3658990
Deck, Luca ; Müller, Jan-Laurin ; Braun, Conradin ; Zipperling, Domenique ; Kühl, Niklas:
Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness.
In: Proceedings of the Third European Workshop on Algorithmic Fairness (EWAF'24). - Mainz, Germany , 2024
Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness.
In: Proceedings of the Third European Workshop on Algorithmic Fairness (EWAF'24). - Mainz, Germany , 2024
Deck, Luca ; Schoeffer, Jakob ; De-Arteaga, Maria ; Kühl, Niklas:
A Critical Survey on Fairness Benefits of XAI.
2023
Veranstaltung: XAI in Action: Past, Present, and Future Applications @ NeurIPS 2023 , 16.12.2023 , New Orleans, Louisiana, USA.
(Veranstaltungsbeitrag: Workshop , Vortrag mit Paper )
DOI: https://doi.org/10.48550/arXiv.2310.13007
A Critical Survey on Fairness Benefits of XAI.
2023
Veranstaltung: XAI in Action: Past, Present, and Future Applications @ NeurIPS 2023 , 16.12.2023 , New Orleans, Louisiana, USA.
(Veranstaltungsbeitrag: Workshop , Vortrag mit Paper )
DOI: https://doi.org/10.48550/arXiv.2310.13007
Dang, Hai ; Goller, Sven ; Lehmann, Florian ; Buschek, Daniel:
Choice Over Control : How Users Write with Large Language Models using Diegetic and Non-Diegetic Prompting.
2023
Veranstaltung: CHI Conference on Human Factors in Computing Systems , 23.04. - 28.04.2023 , Hamburg, Germany.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.1145/3544548.3580969
Choice Over Control : How Users Write with Large Language Models using Diegetic and Non-Diegetic Prompting.
2023
Veranstaltung: CHI Conference on Human Factors in Computing Systems , 23.04. - 28.04.2023 , Hamburg, Germany.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.1145/3544548.3580969
Dumler, Jonas ; Faatz, Stephan ; Friedrich, Markus ; Döpper, Frank:
Automatic time series segmentation and clustering for process monitoring in series production.
In: Procedia CIRP. Bd. 118 (2023) . - S. 602-607.
DOI: https://doi.org/10.1016/j.procir.2023.06.103
Automatic time series segmentation and clustering for process monitoring in series production.
In: Procedia CIRP. Bd. 118 (2023) . - S. 602-607.
DOI: https://doi.org/10.1016/j.procir.2023.06.103
E
Eckhard, Steffen ; Patz, Ronny ; Schönfeld, Mirco ; van Meegdenburg, Hilde:
International bureaucrats in the UN Security Council debates : A speaker-topic network analysis.
In: Journal of European Public Policy. Bd. 30 (2023) Heft 2 . - S. 214-233.
DOI: https://doi.org/10.1080/13501763.2021.1998194
International bureaucrats in the UN Security Council debates : A speaker-topic network analysis.
In: Journal of European Public Policy. Bd. 30 (2023) Heft 2 . - S. 214-233.
DOI: https://doi.org/10.1080/13501763.2021.1998194
F
Favarato, Claudia:
The Digipolitical and African Political Thought : A Theoretical Framework to Interpret the Political in the Digital Age.
In: Weizenbaum Journal of the Digital Society. Bd. 5 (2025) Heft 1 .
DOI: https://doi.org/10.34669/wi.wjds/5.1.4
The Digipolitical and African Political Thought : A Theoretical Framework to Interpret the Political in the Digital Age.
In: Weizenbaum Journal of the Digital Society. Bd. 5 (2025) Heft 1 .
DOI: https://doi.org/10.34669/wi.wjds/5.1.4
Fechner, Pascal ; Lämmermann, Luis ; Lockl, Jannik ; Röglinger, Maximilian ; Urbach, Nils:
Toward Triadic Delegation : How Agentic IS Artifacts Affect the Patient-Doctor Relationship in Healthcare.
In: Journal of the Association for Information Systems. Bd. 26 (2025) Heft 6 . - S. 1703-1736.
DOI: https://doi.org/10.17705/1jais.00954
Toward Triadic Delegation : How Agentic IS Artifacts Affect the Patient-Doctor Relationship in Healthcare.
In: Journal of the Association for Information Systems. Bd. 26 (2025) Heft 6 . - S. 1703-1736.
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Fechner, Pascal ; Groß, Anika ; Lockl, Jannik ; Röglinger, Maximilian ; Tscheuschner, Niklas:
Urinary Bladder Monitoring Using a Wearable Device Based on Bioimpedance Measurements and Machine Learning.
In: Proceedings of the 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). - Lisbon, Portugal , 2025
DOI: https://doi.org/10.1109/BIBM62325.2024.10822085
Urinary Bladder Monitoring Using a Wearable Device Based on Bioimpedance Measurements and Machine Learning.
In: Proceedings of the 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). - Lisbon, Portugal , 2025
DOI: https://doi.org/10.1109/BIBM62325.2024.10822085
Fechner, Pascal ; König, Fabian ; Lockl, Jannik ; Röglinger, Maximilian:
How Artificial Intelligence Challenges Tailorable Technology Design : Insights from a Design Study on Individualized Bladder Monitoring.
In: Business & Information Systems Engineering. Bd. 66 (2024) Heft 3 . - S. 357-376.
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How Artificial Intelligence Challenges Tailorable Technology Design : Insights from a Design Study on Individualized Bladder Monitoring.
In: Business & Information Systems Engineering. Bd. 66 (2024) Heft 3 . - S. 357-376.
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Froyland, Gary ; Kalia, Manu ; Koltai, Peter:
Spectral clustering of time-evolving networks using the inflated dynamic Laplacian for graphs.
arXiv , 2024
DOI: https://doi.org/10.48550/arXiv.2409.11984
Spectral clustering of time-evolving networks using the inflated dynamic Laplacian for graphs.
arXiv , 2024
DOI: https://doi.org/10.48550/arXiv.2409.11984
Fischer, Florian ; Fleig, Arthur ; Klar, Markus ; Paneva, Viktorija ; Müller, Jörg:
Towards a Deep(er) Understanding of Interaction through Modeling, Simulation, and Optimization.
arXiv , 2023 . - 8 S.
DOI: https://doi.org/10.48550/ARXIV.2302.11409
Towards a Deep(er) Understanding of Interaction through Modeling, Simulation, and Optimization.
arXiv , 2023 . - 8 S.
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Favarato, Claudia:
Digitality and Political Theory : Mapping a Research Agenda in African Political Thought.
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Digitality and Political Theory : Mapping a Research Agenda in African Political Thought.
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Friedrich, Markus ; Gerber, Theresa ; Dumler, Jonas ; Döpper, Frank:
A system for automated tool wear monitoring and classification using computer vision.
In: Procedia CIRP. Bd. 118 (2023) . - S. 425-430.
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A system for automated tool wear monitoring and classification using computer vision.
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Ferruz, Noelia ; Schmidt, Steffen ; Höcker, Birte:
ProtGPT2 is a deep unsupervised language model for protein design.
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ProtGPT2 is a deep unsupervised language model for protein design.
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Grobrügge, Arne ; Kühl, Niklas ; Satzger, Gerhard ; Spritzer, Philipp:
Towards Human-Understandable Multi-Dimensional Concept Discovery.
In: Proceedings of the 37th IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR). - Nashville, USA , 2025
Towards Human-Understandable Multi-Dimensional Concept Discovery.
In: Proceedings of the 37th IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR). - Nashville, USA , 2025
Ganti, Subhash V. S. ; Wölfel, Lukas ; Künneth, Christopher:
AI-Driven Discovery of High Performance Polymer Electrodes for Next-Generation Batteries.
In: Journal of Polymer Science. Bd. 63 (2025) Heft 21 . - S. 4631-4639.
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AI-Driven Discovery of High Performance Polymer Electrodes for Next-Generation Batteries.
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Gönnheimer, Nils ; Reuter, Karsten ; Margraf, Johannes T.:
Beyond Numerical Hessians : Higher-Order Derivatives for Machine Learning Interatomic Potentials via Automatic Differentiation.
In: Journal of Chemical Theory and Computation. Bd. 21 (2025) Heft 9 . - S. 4742-4752.
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Beyond Numerical Hessians : Higher-Order Derivatives for Machine Learning Interatomic Potentials via Automatic Differentiation.
In: Journal of Chemical Theory and Computation. Bd. 21 (2025) Heft 9 . - S. 4742-4752.
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Grüneke, Timo ; Guggenberger, Tobias ; Hall, Kristina ; Langer, Tiana ; Meierhöfer, Simon ; Oberländer, Anna Maria ; Röglinger, Maximilian ; Stramm, Jan ; Urbach, Nils ; Wozar, Jana:
Einsatz- und Akzeptanzanalyse von KI-basierten Wissenszugängen in KMU am Beispiel einer semantischen Suche.
Universität Bayreuth; Frankfurt University of Applied Sciences; Grimmer GmbH; Sigmund Lindner GmbH; SILOKING Mayer Maschinenbau GmbH; deepset GmbH
Bayreuth 2025 . - 37 S.
DOI: https://doi.org/10.15495/EPub_UBT_00008414
Einsatz- und Akzeptanzanalyse von KI-basierten Wissenszugängen in KMU am Beispiel einer semantischen Suche.
Universität Bayreuth; Frankfurt University of Applied Sciences; Grimmer GmbH; Sigmund Lindner GmbH; SILOKING Mayer Maschinenbau GmbH; deepset GmbH
Bayreuth 2025 . - 37 S.
DOI: https://doi.org/10.15495/EPub_UBT_00008414
Gutheil, Niklas ; Mayer, Valentin ; Müller, Leopold ; Römmelt, Jörg ; Kühl, Niklas:
PromptPilot : Improving Human-AI Collaboration Through LLM-Enhanced Prompt Engineering.
In: Proceedings of the 46th International Conference on Information Systems (ICIS). - Nashville, USA , 2025
PromptPilot : Improving Human-AI Collaboration Through LLM-Enhanced Prompt Engineering.
In: Proceedings of the 46th International Conference on Information Systems (ICIS). - Nashville, USA , 2025
Gimpel, Henner ; Gutheil, Niklas ; Mayer, Valentin ; Bandtel, Matthias ; Büttgen, Marion ; Decker, Stefan ; Eymann, Torsten ; Feulner, Simon ; Kaya, Muhammed Fatih ; Kufner, Marie ; Kühl, Niklas ; Lämmermann, Luis ; Mädche, Alexander ; Ruiner, Caroline ; Schoop, Mareike ; Urbach, Nils:
(Generative) AI Competencies for Future-Proof Graduates : Inspiration for Higher Education Institutions.
Hohenheim , 2024 . - 34 S. - (Hohenheim Discussion Papers in Business, Economics and Social Sciences )
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(Generative) AI Competencies for Future-Proof Graduates : Inspiration for Higher Education Institutions.
Hohenheim , 2024 . - 34 S. - (Hohenheim Discussion Papers in Business, Economics and Social Sciences )
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Gimpel, Henner ; Hall, Kristina ; Decker, Stefan ; Eymann, Torsten ; Lämmermann, Luis ; Mädche, Alexander ; Röglinger, Maximilian ; Ruiner, Caroline ; Schoch, Manfred ; Schoop, Mareike ; Urbach, Nils ; Vandirk, Steffen:
Unlocking the Power of Generative AI Models and Systems such as GPT-4 and ChatGPT for Higher Education : A Guide for Students and Lecturers.
Hohenheim , 2023 . - 46 S. - (Hohenheim Discussion Papers in Business, Economics and Social Sciences ; 2023,02 )
Unlocking the Power of Generative AI Models and Systems such as GPT-4 and ChatGPT for Higher Education : A Guide for Students and Lecturers.
Hohenheim , 2023 . - 46 S. - (Hohenheim Discussion Papers in Business, Economics and Social Sciences ; 2023,02 )
Geiger, Marco ; Martin, Dominik ; Kühl, Niklas:
Deep Domain Adaptation for Detecting Bomb Craters in Aerial Images.
In: Proceedings of the 56th Hawaii International Conference on System Sciences. - Honolulu, HI , 2023 . - S. 826-834
Deep Domain Adaptation for Detecting Bomb Craters in Aerial Images.
In: Proceedings of the 56th Hawaii International Conference on System Sciences. - Honolulu, HI , 2023 . - S. 826-834
Grüne, Lars ; Sperl, Mario:
Examples for separable control Lyapunov functions and their neural network approximation.
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Examples for separable control Lyapunov functions and their neural network approximation.
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Gurnani, Rishi ; Künneth, Christopher ; Toland, Aubrey ; Ramprasad, Rampi:
Polymer Informatics at Scale with Multitask Graph Neural Networks.
In: Chemistry of Materials. Bd. 35 (2023) Heft 4 . - S. 1560-1567.
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Polymer Informatics at Scale with Multitask Graph Neural Networks.
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Höcker, Birte ; Koch, Ina ; Hennig, Janosch:
The 76th Mosbacher Colloquium: AI-driven (r)evolution in structural biology and protein design.
In: Biological Chemistry. (30 September 2025) .
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The 76th Mosbacher Colloquium: AI-driven (r)evolution in structural biology and protein design.
In: Biological Chemistry. (30 September 2025) .
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Holstein, Joshua ; Böcking, Lars ; Spitzer, Philipp ; Kühl, Niklas ; Vössing, Michael ; Satzger, Gerhard:
Balancing the Unknown: Exploring Human Reliance on AI Advice Under Aleatoric and Epistemic Uncertainty.
In: ACM Transactions on Computer-Human Interaction. (26 August 2025) .
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Balancing the Unknown: Exploring Human Reliance on AI Advice Under Aleatoric and Epistemic Uncertainty.
In: ACM Transactions on Computer-Human Interaction. (26 August 2025) .
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Hemmer, Patrick ; Schemmer, Max ; Kühl, Niklas ; Vössing, Michael ; Satzger, Gerhard:
Complementarity in Human-AI Collaboration : Concept, Sources, and Evidence.
In: European Journal of Information Systems. (August 2025) .
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Complementarity in Human-AI Collaboration : Concept, Sources, and Evidence.
In: European Journal of Information Systems. (August 2025) .
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Hirt, Robin ; Kühl, Niklas ; Martin, Dominik ; Satzger, Gerhard:
Enabling Inter-organizational Analytics in Business Networks Through Meta Machine Learning.
In: Information Technology & Management. Bd. 26 (2025) . - S. 57-81.
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Enabling Inter-organizational Analytics in Business Networks Through Meta Machine Learning.
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Hennig, Janosch:
Structural biology of RNA and protein-RNA complexes after AlphaFold3.
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Structural biology of RNA and protein-RNA complexes after AlphaFold3.
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Holstein, Joshua ; Spitzer, Philipp ; Hoell, Marieke ; Vössing, Michael ; Kühl, Niklas:
Understanding Data Understanding : A Framework to Navigate the Intricacies of Data Analytics.
2024
Veranstaltung: 32nd European Conference on Information Systems (ECIS) , 13-19 June 2024 , Paphos, Cyprus.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
Understanding Data Understanding : A Framework to Navigate the Intricacies of Data Analytics.
2024
Veranstaltung: 32nd European Conference on Information Systems (ECIS) , 13-19 June 2024 , Paphos, Cyprus.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
Hantke, Florian ; Roth, Sebastian ; Mrowczynski, Rafael ; Utz, Christine ; Stock, Ben:
Where Are the Red Lines? Towards Ethical Server-Side Scans in Security and Privacy Research.
2024
Veranstaltung: 45th IEEE Symposium on Security and Privacy (S&P) , 20.-22.05.2024 , San Francisco, CA.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.1109/SP54263.2024.00104
Where Are the Red Lines? Towards Ethical Server-Side Scans in Security and Privacy Research.
2024
Veranstaltung: 45th IEEE Symposium on Security and Privacy (S&P) , 20.-22.05.2024 , San Francisco, CA.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.1109/SP54263.2024.00104
Herzog, Roland ; Köhne, Frederik ; Kreis, Leonie ; Schiela, Anton:
Frobenius-Type Norms and Inner Products of Matrices and Linear Maps with Applications to Neural Network Training.
Bayreuth ; Heidelberg , 2023 . - 14 S.
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Frobenius-Type Norms and Inner Products of Matrices and Linear Maps with Applications to Neural Network Training.
Bayreuth ; Heidelberg , 2023 . - 14 S.
DOI: https://doi.org/10.48550/arXiv.2311.15419
Herberg, Evelyn ; Herzog, Roland ; Köhne, Frederik ; Kreis, Leonie ; Schiela, Anton:
Sensitivity-Based Layer Insertion for Residual and Feedforward Neural Networks.
Bayreuth ; Heidelberg , 2023 . - 15 S.
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Sensitivity-Based Layer Insertion for Residual and Feedforward Neural Networks.
Bayreuth ; Heidelberg , 2023 . - 15 S.
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Haller, Franziska ; Schemmer, Max ; Kühl, Niklas ; Holtmann, Carsten:
Conceptualizing a Multi-Sided Platform for Cloud Computing Resource Trading.
2023
Veranstaltung: The 31st European Conference on Information Systems (ECIS 2023) , 11.-16.06.2023 , Kristiansand, Norwegen.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
Conceptualizing a Multi-Sided Platform for Cloud Computing Resource Trading.
2023
Veranstaltung: The 31st European Conference on Information Systems (ECIS 2023) , 11.-16.06.2023 , Kristiansand, Norwegen.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
Höcker, Birte ; Lu, Peilong ; Glasgow, Anum ; Marks, Debora S. ; Chatterjee, Pranam ; Slusky, Joanna S. G. ; Schueler-Furman, Ora ; Huang, Possu:
How can the protein design community best support biologists who want to harness AI tools for protein structure prediction and design?
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How can the protein design community best support biologists who want to harness AI tools for protein structure prediction and design?
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Hemmer, Patrick ; Thede, Lukas ; Vössing, Michael ; Jakubik, Johannes ; Kühl, Niklas:
Learning to Defer with Limited Expert Predictions.
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Heiland, Lukas ; Kunstler, Georges ; Šebeň, Vladimír ; Hülsmann, Lisa:
Which demographic processes control competitive equilibria? Bayesian calibration of a size-structured forest population model.
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AlphaDesign: a de novo protein design framework based on AlphaFold.
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AlphaDesign: a de novo protein design framework based on AlphaFold.
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Jakob, Konstantin S. ; Walsh, Aron ; Reuter, Karsten ; Margraf, Johannes T.:
Learning Crystallographic Disorder : Bridging Prediction and Experiment in Materials Discovery.
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Learning Crystallographic Disorder : Bridging Prediction and Experiment in Materials Discovery.
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Jakob, Konstantin S. ; Reuter, Karsten ; Margraf, Johannes T.:
Universally Accurate or Specifically Inadequate? Stress-Testing General Purpose Machine Learning Interatomic Potentials.
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Universally Accurate or Specifically Inadequate? Stress-Testing General Purpose Machine Learning Interatomic Potentials.
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Jakubik, Johannes ; Vössing, Michael ; Kühl, Niklas ; Walk, Jannis ; Satzger, Gerhard:
Data-centric artificial intelligence.
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Data-centric artificial intelligence.
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Jakesch, Maurice ; Bhat, Advait ; Buschek, Daniel ; Zalmanson, Lior ; Naaman, Mor:
Co-Writing with Opinionated Language Models Affects Users' Views.
2023
Veranstaltung: CHI Conference on Human Factors in Computing Systems , 23.04. - 28.04.2023 , Hamburg, Germany.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.1145/3544548.3581196
Co-Writing with Opinionated Language Models Affects Users' Views.
2023
Veranstaltung: CHI Conference on Human Factors in Computing Systems , 23.04. - 28.04.2023 , Hamburg, Germany.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
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Jung, Hyunwook ; Sauerland, Lena ; Stocker, Sina ; Reuter, Karsten ; Margraf, Johannes T.:
Machine-Learning Driven Global Optimization of Surface Adsorbate Geometries.
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Jakubik, Johannes ; Muszynski, Michal ; Vössing, Michael ; Kühl, Niklas ; Brunschwiler, Thomas:
Toward Foundation Models for Earth Monitoring : Generalizable Deep Learning Models for Natural Hazard Segmentation.
In: 2023 IEEE International Geoscience and Remote Sensing Symposium : Proceedings. - Piscataway, NJ , 2023
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Toward Foundation Models for Earth Monitoring : Generalizable Deep Learning Models for Natural Hazard Segmentation.
In: 2023 IEEE International Geoscience and Remote Sensing Symposium : Proceedings. - Piscataway, NJ , 2023
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Jaeger, Katharina M. ; Nissen, Michael ; Richer, Robert ; Rahm, Simone ; Titzmann, Adriana ; Fasching, Peter A. ; Eskofier, Björn M. ; Leutheuser, Heike:
Machine learning-based detection of in-utero fetal presentation from non-invasive fetal ECG.
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Machine learning-based detection of in-utero fetal presentation from non-invasive fetal ECG.
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Explaining AI through mechanistic interpretability.
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Kühl, Niklas:
Human-Centric Artificial Intelligence: The Road Ahead.
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A Koopman-Takens theorem : Linear least squares prediction of nonlinear time series.
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A Koopman-Takens theorem : Linear least squares prediction of nonlinear time series.
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Krüger, Markus ; Lamann-Glees, Alexandra ; Sebastian, Sean S. ; Siegel, Renée ; Senker, Jürgen ; Hempelmann, Jan ; Dronskowski, Richard ; Ruschewitz, Uwe:
Na₂C₃O₂ : The First Crystalline Compound with the Elusive ⁻C≡C−COO⁻ Anion.
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Köhne, Frederik ; Kreis, Leonie ; Schiela, Anton ; Herzog, Roland:
Adaptive Step Sizes for Preconditioned Stochastic Gradient Descent.
Bayreuth ; Heidelberg , 2023 . - 31 S.
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Adaptive Step Sizes for Preconditioned Stochastic Gradient Descent.
Bayreuth ; Heidelberg , 2023 . - 31 S.
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Kreuzberger, Dominik ; Kühl, Niklas ; Hirschl, Sebastian:
Machine learning operations (mlops) : Overview, definition, and architecture.
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Künneth, Christopher ; Ramprasad, Rampi:
polyBERT : A chemical language model to enable fully machine-driven ultrafast polymer informatics.
arXiv , 2022
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polyBERT : A chemical language model to enable fully machine-driven ultrafast polymer informatics.
arXiv , 2022
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A Design Space for Intelligent and Interactive Writing Assistants.
2024
Veranstaltung: CHI Conference on Human Factors in Computing Systems , 11-16 May 2024 , Honolulu, Hawaii, USA.
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A Design Space for Intelligent and Interactive Writing Assistants.
2024
Veranstaltung: CHI Conference on Human Factors in Computing Systems , 11-16 May 2024 , Honolulu, Hawaii, USA.
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Longo, Luca ; Brčić, Mario ; Cabitza, Federico ; Choi, Jaesik ; Confalonieri, Roberto ; Del Ser, Javier ; Guidotti, Riccardo ; Hayashi, Yoichi ; Herrera, Francisco ; Holzinger, Andreas ; Jiang, Richard ; Khosravi, Hassan ; Lecue, Freddy ; Malgieri, Gianclaudio ; Páez, Andrés ; Samek, Wojciech ; Schneider, Johannes ; Speith, Timo ; Stumpf, Simone:
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Müller, Leopold ; Schwarz, Nina ; Böcking, Lars ; Bereczuk, Andreas ; Stagge, Hanno ; Kratsch, Wolfgang ; Kühl, Niklas:
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Moder, Linda ; Duda, Sebastian ; Willburger, Lukas ; Kraus-Caballero, Roberto ; Häckel, Björn ; Röglinger, Maximilian ; Urbach, Nils:
Towards Data-Sovereign Prescriptive Process Monitoring : A Federated Learning Approach.
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Müller, Leopold ; Hemmer, Patrick ; Queisner, Moritz ; Sauer, Igor ; Allmendinger, Simeon ; Jakubik, Johannes ; Vössing, Michael ; Kühl, Niklas:
Redefining the Laparoscopic Spatial Sense : AI-Based Intra- and Postoperative Measurement from Stereoimages.
2024
Veranstaltung: The 38th Annual AAAI Conference on Artificial Intelligence , February 20-27, 2024 , Vancouver, Canada.
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2024
Veranstaltung: The 38th Annual AAAI Conference on Artificial Intelligence , February 20-27, 2024 , Vancouver, Canada.
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Generative Artificial Intelligence in the Energy Sector.
Bayreuth , 2024 . - (Bayreuther Arbeitspapiere zur Wirtschaftsinformatik ; 71 )
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Organising Knowledge from Text: Prompt-Based Triple Extraction and Graph Enrichment with Large Language Models.
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AB2CD : AI for Building Climate Damage Classification and Detection.
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DOI: https://doi.org/10.1613/jair.1.15873
AI Reliance and Decision Quality : Fundamentals, Interdependence, and the Effects of Interventions.
In: Journal of Artificial Intelligence Research. Bd. 82 (2025) . - S. 471-501.
DOI: https://doi.org/10.1613/jair.1.15873
Spitzer, Philipp ; Morrison, Katelyn ; Turri, Violet ; Feng, Michelle ; Perer, Adam ; Kühl, Niklas:
Imperfections of XAI: Phenomena Influencing AI-Assisted Decision-Making.
In: ACM Transactions on Interactive Intelligent Systems. Bd. 15 (2025) Heft 3 .
DOI: https://doi.org/10.1145/3750052
Imperfections of XAI: Phenomena Influencing AI-Assisted Decision-Making.
In: ACM Transactions on Interactive Intelligent Systems. Bd. 15 (2025) Heft 3 .
DOI: https://doi.org/10.1145/3750052
Strothmann, Robert ; Amanpur, Mehran ; Neveselý, Tomáš ; Hecht, Stefan ; Reuter, Karsten ; Margraf, Johannes T.:
Machine learning driven design of spiropyran photoswitches.
In: Digital Discovery. Bd. 4 (2025) . - S. 3098-3108.
DOI: https://doi.org/10.1039/D5DD00327J
Machine learning driven design of spiropyran photoswitches.
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DOI: https://doi.org/10.1039/D5DD00327J
Sperl, Mario ; Mysliwitz, Jonas ; Grüne, Lars:
On the existence and neural network representation of separable control Lyapunov functions.
In: Automatica. Bd. 182 (2025) . - 112517.
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On the existence and neural network representation of separable control Lyapunov functions.
In: Automatica. Bd. 182 (2025) . - 112517.
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Spatan, Sergiu ; Rich, Patricia:
The Role of Strong Ties in Holding (and Avoiding) Bad Beliefs.
In: Topoi. Bd. 44 (2025) . - S. 659-674.
DOI: https://doi.org/10.1007/s11245-025-10190-8
The Role of Strong Ties in Holding (and Avoiding) Bad Beliefs.
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DOI: https://doi.org/10.1007/s11245-025-10190-8
Spitzer, Philipp ; Kühl, Niklas ; Goutier, Marc ; Kaschura, Manuel ; Satzger, Gerhard:
Transferring Domain Knowledge with (X)AI-Based Learning Systems.
2024
Veranstaltung: 32nd European Conference on Information Systems (ECIS) , 13-19 June 2024 , Paphos, Cyprus.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
Transferring Domain Knowledge with (X)AI-Based Learning Systems.
2024
Veranstaltung: 32nd European Conference on Information Systems (ECIS) , 13-19 June 2024 , Paphos, Cyprus.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
Schöffer, Jakob ; De-Arteaga, Maria ; Kühl, Niklas:
Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making.
2024
Veranstaltung: ACM CHI Conference on Human Factors in Computing Systems (CHI '24) , 11.-16.05.2024 , Honolulu, Hawaiʻi.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Vortrag mit Paper )
Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making.
2024
Veranstaltung: ACM CHI Conference on Human Factors in Computing Systems (CHI '24) , 11.-16.05.2024 , Honolulu, Hawaiʻi.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Vortrag mit Paper )
Schönfeld, Mirco ; Pfeffer, Jürgen:
Shortest path-based centrality metrics in attributed graphs with node-individual context constraints.
In: Social Networks. Bd. 77 (2024) . - S. 93-103.
DOI: https://doi.org/10.1016/j.socnet.2021.10.004
Shortest path-based centrality metrics in attributed graphs with node-individual context constraints.
In: Social Networks. Bd. 77 (2024) . - S. 93-103.
DOI: https://doi.org/10.1016/j.socnet.2021.10.004
Speith, Timo ; Crook, Barnaby ; Mann, Sara ; Schomäcker, Astrid ; Langer, Markus:
Conceptualizing understanding in explainable artificial intelligence (XAI) : an abilities-based approach.
In: Ethics and Information Technology. Bd. 26 (2024) Heft 2 . - 40.
DOI: https://doi.org/10.1007/s10676-024-09769-3
Conceptualizing understanding in explainable artificial intelligence (XAI) : an abilities-based approach.
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DOI: https://doi.org/10.1007/s10676-024-09769-3
Speith, Timo ; Speith, Julian ; Becker, Steffen ; Zou, Yixin ; Biega, Asia ; Paar, Christof:
Explainability as a Requirement for Hardware: Introducing Explainable Hardware (XHW).
In: Liebel, Grischa ; Hadar, Irit ; Spoletini, Paola (Hrsg.): 2024 IEEE 32nd International Requirements Engineering Conference (RE). - Piscataway, NJ : IEEE, 2024 . - S. 354-362
DOI: https://doi.org/10.1109/RE59067.2024.00042
Explainability as a Requirement for Hardware: Introducing Explainable Hardware (XHW).
In: Liebel, Grischa ; Hadar, Irit ; Spoletini, Paola (Hrsg.): 2024 IEEE 32nd International Requirements Engineering Conference (RE). - Piscataway, NJ : IEEE, 2024 . - S. 354-362
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Spitzer, Philipp ; Celis, Sebastian ; Martin, Dominik ; Kühl, Niklas ; Satzger, Gerhard:
Looking Through the Deep Glasses : How Large Language Models Enhance Explainability of Deep Learning Models.
In: Maedche, Alexander ; Beigl, Michael ; Gerling, Kathrin ; Mayer, Sven (Hrsg.): Proceedings of Mensch und Computer 2024. - Karlsruhe, Germany : Association for Computing Machinery, 2024 . - S. 566-570
DOI: https://doi.org/10.1145/3670653.3677488
Looking Through the Deep Glasses : How Large Language Models Enhance Explainability of Deep Learning Models.
In: Maedche, Alexander ; Beigl, Michael ; Gerling, Kathrin ; Mayer, Sven (Hrsg.): Proceedings of Mensch und Computer 2024. - Karlsruhe, Germany : Association for Computing Machinery, 2024 . - S. 566-570
DOI: https://doi.org/10.1145/3670653.3677488
Shah, Karim Ali ; Brütting, Christian ; Albuquerque, Rodrigo Q. ; Ruckdäschel, Holger:
Machine learning investigation of polylactic acid bead foam extrusion.
In: Journal of Applied Polymer Science. Bd. 141 (2024) Heft 30 . - e55693.
DOI: https://doi.org/10.1002/app.55693
Machine learning investigation of polylactic acid bead foam extrusion.
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Shah, Karim Ali ; Albuquerque, Rodrigo Q. ; Brütting, Christian ; Ruckdäschel, Holger:
Machine learning-based time series analysis of polylactic acid bead foam extrusion.
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Machine learning-based time series analysis of polylactic acid bead foam extrusion.
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Spitzer, Philipp ; Goutier, Marc ; Kühl, Niklas ; Satzger, Gerhard:
(X)AI as a Teacher : Learning with Explainable Artificial Intelligence.
In: Maedche, Alexander ; Beigl, Michael ; Gerling, Kathrin ; Mayer, Sven (Hrsg.): Proceedings of Mensch und Computer 2024. - Karlsruhe, Germany : Association for Computing Machinery, 2024 . - S. 571-576
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(X)AI as a Teacher : Learning with Explainable Artificial Intelligence.
In: Maedche, Alexander ; Beigl, Michael ; Gerling, Kathrin ; Mayer, Sven (Hrsg.): Proceedings of Mensch und Computer 2024. - Karlsruhe, Germany : Association for Computing Machinery, 2024 . - S. 571-576
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Schemmer, Max ; Bartos, Andrea ; Spitzer, Philipp ; Hemmer, Patrick ; Kühl, Niklas ; Liebschner, Jonas ; Satzger, Gerhard:
Towards Effective Human-AI Decision-Making : The Role of Human Learning in Appropriate Reliance on AI Advice.
2023
Veranstaltung: International Conference on Information Systems (ICIS 2023) , 10.-13.12.2023 , Hyderabad, India.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
Towards Effective Human-AI Decision-Making : The Role of Human Learning in Appropriate Reliance on AI Advice.
2023
Veranstaltung: International Conference on Information Systems (ICIS 2023) , 10.-13.12.2023 , Hyderabad, India.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
Schjeide, Brit-Maren ; Püschel, Gerhard:
Determining On-Target, Off-Target, and Copy Number Status of Transgenic Events After CRISPR/Cas9 Targeted AAVS1 Safe-Harbor Modification of iPSCs Using Double-Control Quantitative Copy Number PCR.
In: Current Protocols. Bd. 3 (2023) Heft 1 . - e635.
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Determining On-Target, Off-Target, and Copy Number Status of Transgenic Events After CRISPR/Cas9 Targeted AAVS1 Safe-Harbor Modification of iPSCs Using Double-Control Quantitative Copy Number PCR.
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Schemmer, Max ; Kühl, Niklas ; Benz, Carina ; Bartos, Andrea ; Satzger, Gerhard:
Appropriate Reliance on AI Advice : Conceptualization and the Effect of Explanations.
In: Proceedings of the 28th International Conference on Intelligent User Interfaces : IUI '23. - New York, NY, USA : Association for Computing Machinery, 2023 . - S. 410-422
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Appropriate Reliance on AI Advice : Conceptualization and the Effect of Explanations.
In: Proceedings of the 28th International Conference on Intelligent User Interfaces : IUI '23. - New York, NY, USA : Association for Computing Machinery, 2023 . - S. 410-422
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Speith, Timo:
Building Bridges for Better Machines: From Machine Ethics to Machine Explainability and Back.
Saarbrücken : Saarländische Universitäts-und Landesbibliothek , 2023
( Dissertation, 2023, Saarland University)
DOI: https://doi.org/10.22028/D291-40450
Building Bridges for Better Machines: From Machine Ethics to Machine Explainability and Back.
Saarbrücken : Saarländische Universitäts-und Landesbibliothek , 2023
( Dissertation, 2023, Saarland University)
DOI: https://doi.org/10.22028/D291-40450
Stocker, Sina ; Jung, Hyunwook ; Csányi, Gábor ; Goldsmith, C. Franklin ; Reuter, Karsten ; Margraf, Johannes T.:
Estimating Free Energy Barriers for Heterogeneous Catalytic Reactions with Machine Learning Potentials and Umbrella Integration.
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Estimating Free Energy Barriers for Heterogeneous Catalytic Reactions with Machine Learning Potentials and Umbrella Integration.
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Shetty, Pranav ; Rajan, Arunkumar Chitteth ; Künneth, Christopher ; Gupta, Sonakshi ; Panchumarti, Lakshmi Prerana ; Holm, Lauren ; Zhang, Chao ; Ramprasad, Rampi:
A general-purpose material property data extraction pipeline from large polymer corpora using natural language processing.
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A general-purpose material property data extraction pipeline from large polymer corpora using natural language processing.
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Schöttle, Marius ; Tran, Thomas ; Oberhofer, Harald ; Retsch, Markus:
Machine Learning Enabled Image Analysis of Time-Temperature Sensing Colloidal Arrays.
In: Advanced Science. Bd. 10 (2023) Heft 8 . - 2205512.
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Machine Learning Enabled Image Analysis of Time-Temperature Sensing Colloidal Arrays.
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Schöttle, Marius ; Theis, Maximilian ; Lauster, Tobias ; Hauschild, Stephan ; Retsch, Markus:
Microspectroscopy on Thin Films of Colloidal Mixture Gradients for Data-Driven Optimization of Optical Properties.
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Microspectroscopy on Thin Films of Colloidal Mixture Gradients for Data-Driven Optimization of Optical Properties.
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Spitzer, Philipp ; Kühl, Niklas ; Heinz, Daniel ; Satzger, Gerhard:
ML-Based Teaching Systems : A Conceptual Framework.
In: Proceedings of the ACM on Human-Computer Interaction. Bd. 7 (2023) Heft CSCW2 . - 348.
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ML-Based Teaching Systems : A Conceptual Framework.
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Speith, Timo ; Langer, Markus:
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI).
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE, 2023 . - S. 325-331
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A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI).
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Stein, Jonas ; Ott, Dominik ; Nüßlein, Jonas ; Bucher, David ; Schönfeld, Mirco ; Feld, Sebastian:
NISQ-Ready Community Detection Based on Separation-Node Identification.
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NISQ-Ready Community Detection Based on Separation-Node Identification.
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Schöffer, Jakob ; Jakubik, Johannes ; Vössing, Michael ; Kühl, Niklas ; Satzger, Gerhard:
On the Interdependence of Reliance Behavior and Accuracy in AI-Assisted Decision-Making.
In: HHAI 2023: Augmenting Human Intellect : Proceedings of the Second International Conference on Hybrid Human-Artificial Intelligence. - Amsterdam : IOS Press, 2023 . - S. 46-59 . - (Frontiers in Artificial Intelligence and Applications ; 368 )
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On the Interdependence of Reliance Behavior and Accuracy in AI-Assisted Decision-Making.
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Shukla, Shivank S. ; Künneth, Christopher ; Ramprasad, Rampi:
Polymer Informatics Beyond Homopolymers.
arXiv , 2023
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Polymer Informatics Beyond Homopolymers.
arXiv , 2023
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Schmidt, Konstantin ; Haas, Lukas ; Bidarouni, Amir Latifi ; Reinhardt, Andreas ; Döpper, Frank ; Franke, Jörg:
A Methodology for Predictive Life Expectancy of Moisture-Sensitive SMT components using Neural Networks.
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A Methodology for Predictive Life Expectancy of Moisture-Sensitive SMT components using Neural Networks.
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Honey, I Cached our Security Tokens : Re-usage of Security Tokens in the Wild.
2023
Veranstaltung: 26th International Symposium on Research in Attacks, Intrusions and Defenses (RAID) , 16.-18.10.2023 , Hongkong.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.1145/3607199.3607223
Honey, I Cached our Security Tokens : Re-usage of Security Tokens in the Wild.
2023
Veranstaltung: 26th International Symposium on Research in Attacks, Intrusions and Defenses (RAID) , 16.-18.10.2023 , Hongkong.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.1145/3607199.3607223
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Dynamic changes in macrophage populations and resulting alterations in Prostaglandin E₂ sensitivity in mice with diet-induced MASH.
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Dynamic changes in macrophage populations and resulting alterations in Prostaglandin E₂ sensitivity in mice with diet-induced MASH.
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Vondrák, Martin ; Reuter, Karsten ; Margraf, Johannes T.:
Pushing charge equilibration-based machine learning potentials to their limits.
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Pushing charge equilibration-based machine learning potentials to their limits.
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van Rooij, Iris ; Guest, Olivia ; Adolfi, Federico ; de Haan, Ronald ; Kolokolova, Antonina ; Rich, Patricia:
Reclaiming AI as a theoretical tool for cognitive science.
In: Computational Brain & Behavior. Bd. 7 (2024) Heft 4 . - S. 616-636.
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Reclaiming AI as a theoretical tool for cognitive science.
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van Dun, Christopher ; Moder, Linda ; Kratsch, Wolfgang ; Röglinger, Maximilian:
ProcessGAN : Supporting the creation of business process improvement ideas through generative machine learning.
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ProcessGAN : Supporting the creation of business process improvement ideas through generative machine learning.
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Vondrák, Martin ; Reuter, Karsten ; Margraf, Johannes T.:
q-pac: A Python Package for Machine Learned Charge Equilibration Models.
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q-pac: A Python Package for Machine Learned Charge Equilibration Models.
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A Switchable One-Compound Diode.
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Artificial intelligence for sustainability : Facilitating sustainable smart product-service systems with computer vision.
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Artificial intelligence for sustainability : Facilitating sustainable smart product-service systems with computer vision.
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Designing a computer-vision-based artifact for automated quality control : a case study in the food industry.
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Adapting Explainable Machine Learning to Study Mechanical Properties of 2D Hybrid Halide Perovskites.
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Adapting Explainable Machine Learning to Study Mechanical Properties of 2D Hybrid Halide Perovskites.
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Yao, Yuxuan ; Oberhofer, Harald:
Designing building blocks of covalent organic frameworks through on-the-fly batch-based Bayesian optimization.
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Designing building blocks of covalent organic frameworks through on-the-fly batch-based Bayesian optimization.
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Zipperling, Domenique ; Deck, Luca ; Lanzl, Julia ; Kühl, Niklas:
It's only fair when I think it's fair : How Gender Bias Alignment Undermines Distributive Fairness in Human-AI Collaboration.
2025
Veranstaltung: The 8th Annual ACM Conference on Fairness, Accountability, and Transparency (FAccT ’25) , June 23–26, 2025 , Athens, Greece.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.1145/3715275.3732084
It's only fair when I think it's fair : How Gender Bias Alignment Undermines Distributive Fairness in Human-AI Collaboration.
2025
Veranstaltung: The 8th Annual ACM Conference on Fairness, Accountability, and Transparency (FAccT ’25) , June 23–26, 2025 , Athens, Greece.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.1145/3715275.3732084
Zetzsche, Felix ; Andrews, Robert ; ter Hofstede, Arthur H. M. ; Röglinger, Maximilian ; Schmid, Sebastian Johannes ; Wynn, Moe Thandar:
Case ID Revealed HERE: Hybrid Elusive Case Repair Method for Transformer-Driven Business Process Event Log Enhancement.
In: Business & Information Systems Engineering. Bd. 67 (2025) . - S. 311-337.
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Case ID Revealed HERE: Hybrid Elusive Case Repair Method for Transformer-Driven Business Process Event Log Enhancement.
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Zaha, Paul ; Allmendinger, Simeon ; Böcking, Lars ; Müller, Leopold ; Kühl, Niklas:
Do Edges Matter? Investigating Edge-Enhanced Pre-Training for Medical Image Segmentation.
In: Data Engineering in Medical Imaging : Third MICCAI Workshop, DEMI 2025, Held in Conjunction with MICCAI 2025 ; Proceedings. - Cham : Springer, 2025 . - S. 64-74 . - (Lecture Notes in Computer Science ; 16191 )
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Do Edges Matter? Investigating Edge-Enhanced Pre-Training for Medical Image Segmentation.
In: Data Engineering in Medical Imaging : Third MICCAI Workshop, DEMI 2025, Held in Conjunction with MICCAI 2025 ; Proceedings. - Cham : Springer, 2025 . - S. 64-74 . - (Lecture Notes in Computer Science ; 16191 )
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Zipperling, Domenique ; Allmendinger, Simeon ; Struppek, Lukas ; Kühl, Niklas:
CollaFuse: Navigating Limited Resources and Privacy in Collaborative Generative AI.
2024
Veranstaltung: The 32nd European Conference on Information Systems (ECIS) , 13.06 - 19.06.2024 , Paphos, Cyprus.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.15495/EPub_UBT_00007511
CollaFuse: Navigating Limited Resources and Privacy in Collaborative Generative AI.
2024
Veranstaltung: The 32nd European Conference on Information Systems (ECIS) , 13.06 - 19.06.2024 , Paphos, Cyprus.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )
DOI: https://doi.org/10.15495/EPub_UBT_00007511
Zakreuskaya, Anastasiya ; Buschek, Daniel ; Mackay, Wendy E. ; Avellino, Ignacio ; Dove, Graham ; Eskofier, Bjoern M.:
From Text to Treatment : How Medical Discharge Letters Are Used as a Key Artifact for Managing Patient Care.
In: Proceedings of Mensch und Computer 2024. - New York : Association for Computing Machinery, 2024 . - S. 99-110
DOI: https://doi.org/10.1145/3670653.3670665
From Text to Treatment : How Medical Discharge Letters Are Used as a Key Artifact for Managing Patient Care.
In: Proceedings of Mensch und Computer 2024. - New York : Association for Computing Machinery, 2024 . - S. 99-110
DOI: https://doi.org/10.1145/3670653.3670665
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