Publications
2024
Baumann, Oliver; Nandini, Durgesh; Rossanez, Anderson; Schönfeld, Mirco; dos Reis, Julio Cesar
How to Surprisingly Consider Recommendations? A Knowledge-Graph-Based Approach Relying on Compl ...
2024
doi:10.5220/0012936100003838 ...
16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KEOD), Porto, Portugal
Baum, Matthias; Streeb, Mirjam; Koschmider, Agnes
Supercharging Obsessions with AI? The Development of Obsessive Passion Due to Reinforcing AI Fe ...
2024
Rencontres de St-Gall: "The Mechanical Turk and its Grandchildren ante portas: The Significance of Artificial Intelligence in Entrepreneurship Research and Practice", St. Gallen, Schweiz
Roth, Sebastian; Gröber, Lea; Baus, Philipp; Krombholz, Katharina; Stock, Ben
Trust Me If You Can : How Usable Is Trusted Types In Practice?
2024
33rd USENIX Security Symposium, Philadelphia, PA
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 Li ...
2024
doi:10.48550/arXiv.2404.18736 ...
Third European Workshop on Algorithmic Fairness (EWAF'24), Mainz, Germany
Spitzer, Philipp; Kühl, Niklas; Goutier, Marc; Kaschura, Manuel; Satzger, Gerhard
Transferring Domain Knowledge with (X)AI-Based Learning Systems
2024
32nd European Conference on Information Systems (ECIS), Paphos, Cyprus
Holstein, Joshua; Spitzer, Philipp; Hoell, Marieke; Vössing, Michael; Kühl, Niklas
Understanding Data Understanding : A Framework to Navigate the Intricacies of Data Analytics
2024
32nd European Conference on Information Systems (ECIS), Paphos, Cyprus
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
doi:10.1109/SP54263.2024.00104 ...
45th IEEE Symposium on Security and Privacy (S&P), San Francisco, CA
Lee, Mina; Gero, Katy Ilonka; Chung, John Joon Young; Shum, Simon Buckingham; Raheja, Vipul; Shen, Hua; Venugopalan, Subhashini; Wambsganss, Thiemo; Zhou, David; Alghamdi, Emad A.; August, Tal; Bhat, Avinash; Choksi, Madiha Zahrah; Dutta, Senjuti; Guo, Jin L. C.; Hoque, Md Naimul; Kim, Yewon; Knight, Simon; Neshaei, Seyed Parsa; Shibani, Antonette; Shrivastava, Disha; Shroff, Lila; Sergeyuk, Agnia; Stark, Jessi; Sterman, Sarah; Wang, Sitong; Bosselut, Antoine; Buschek, Daniel; Chang, Joseph Chee; Chen, Sherol; Kreminski, Max; Park, Joonsuk; Pea, Roy; Rho, Eugenia Ha Rim; Shen, Zejiang; Siangliulue, Pao
A Design Space for Intelligent and Interactive Writing Assistants
2024
doi:10.1145/3613904.3642697 ...
CHI Conference on Human Factors in Computing Systems, Honolulu, Hawaii, USA
Schöffer, Jakob; De-Arteaga, Maria; Kühl, Niklas
Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making
2024
ACM CHI Conference on Human Factors in Computing Systems (CHI '24), Honolulu, Hawaiʻi
Benharrak, Karim; Zindulka, Tim; Lehmann, Florian; Heuer, Hendrik; Buschek, Daniel
Writer-Defined AI Personas for On-Demand Feedback Generation
2024
doi:10.1145/3613904.3642406 ...
CHI Conference on Human Factors in Computing Systems, Honolulu, Hawaii, USA
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 ...
2024
doi:10.1609/aaai.v38i21.30334 ...
The 38th Annual AAAI Conference on Artificial Intelligence, Vancouver, Canada
Schönfeld, Mirco; Pfeffer, Jürgen
Shortest path-based centrality metrics in attributed graphs with node-individual context constr ...
in Social Networks volume 77 (2024) . - page 93-103
doi:10.1016/j.socnet.2021.10.004 ...
Maradesa, Adeleke; Py, Baptiste; Huang, Jake; Lu, Yang; Iurilli, Pietro; Mrozinski, Aleksander; Law, Ho Mei; Wang, Yuhao; Wang, Zilong; Li, Jingwei; Xu, Shengjun; Meyer, Quentin; Liu, Jiapeng; Brivio, Claudio; Gavrilyuk, Alexander; Kobayashi, Kiyoshi; Bertei, Antonio; Williams, Nicholas J.; Zhao, Chuan; Danzer, Michael A.; Zic, Mark; Wu, Phillip; Yrjänä, Ville; Pereverzyev, Sergei; Chen, Yuhui; Weber, André; Kalinin, Sergei V.; Schmidt, Jan Philipp; Tsur, Yoed; Boukamp, Bernard A.; Zhang, Qiang; Gaberšček, Miran; O’Hayre, Ryan; Ciucci, Francesco
Advancing electrochemical impedance analysis through innovations in the distribution of relaxat ...
in Joule volume 8 (2024) issue 7. - page 1958-1981
doi:10.1016/j.joule.2024.05.008 ...
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- ...
in ACM Transactions on Computer-Human Interaction volume 31 (2024) issue 2
doi:10.1145/3637875 ...
Zipperling, Domenique; Allmendinger, Simeon; Struppek, Lukas; Kühl, Niklas
CollaFuse: Navigating Limited Resources and Privacy in Collaborative Generative AI
2024
doi:10.15495/EPub_UBT_00007511 ...
The 32nd European Conference on Information Systems (ECIS), Paphos, Cyprus
Buschek, Daniel
Collage is the New Writing: Exploring the Fragmentation of Text and User Interfaces in AI Tools
Proceedings of the 2024 ACM Designing Interactive Systems Conference
New York : Association for Computing Machinery, 2024. - page 2719-2737
doi:10.1145/3643834.3660681 ...
Speith, Timo; Crook, Barnaby; Mann, Sara; Schomäcker, Astrid; Langer, Markus
Conceptualizing understanding in explainable artificial intelligence (XAI) : an abilities-based ...
in Ethics and Information Technology volume 26 (2024) issue 2
doi:10.15495/EPub_UBT_00007998 ...
Deck, Luca; Schoeffer, Jakob; De-Arteaga, Maria; Kühl, Niklas
A Critical Survey on Fairness Benefits of Explainable AI
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT)
Rio de Janeiro, Brazil , 2024
doi:10.1145/3630106.3658990 ...
Jakubik, Johannes; Vössing, Michael; Kühl, Niklas; Walk, Jannis; Satzger, Gerhard
Data-centric artificial intelligence
in Business & Information Systems Engineering volume 66 (2024) . - page 507-515
doi:10.1007/s12599-024-00857-8 ...
Xiong, Felix; Kühl, Niklas; Stauder, Maximilian
Designing a computer-vision-based artifact for automated quality control : a case study in the ...
in Flexible Services and Manufacturing Journal volume 36 (2024) . - page 1422-1449
doi:10.1007/s10696-023-09523-9 ...
Yao, Yuxuan; Oberhofer, Harald
Designing building blocks of covalent organic frameworks through on-the-fly batch-based Bayesia ...
in The Journal of Chemical Physics volume 161 (2024) issue 7
doi:10.1063/5.0223540 ...
Albuquerque, Rodrigo Q.; Rothenhäusler, Florian; Ruckdäschel, Holger
Designing formulations of bio-based, multicomponent epoxy resin systems via machine learning
in MRS Bulletin volume 49 (2024) . - page 59-70
doi:10.15495/EPub_UBT_00007411 ...
Pracht, Philipp; Pillai, Yuthika; Kapil, Venkat; Csányi, Gábor; Gönnheimer, Nils; Vondrák, Martin; Margraf, Johannes T.; Wales, David J.
Efficient Composite Infrared Spectroscopy: Combining the Double-Harmonic Approximation with Mac ...
in Journal of Chemical Theory and Computation volume 20 (2024) issue 24. - page 10986-11004
doi:10.1021/acs.jctc.4c01157 ...
Speith, Timo; Speith, Julian; Becker, Steffen; Zou, Yixin; Biega, Asia; Paar, Christof
Explainability as a Requirement for Hardware: Introducing Explainable Hardware (XHW)
2024 IEEE 32nd International Requirements Engineering Conference (RE)
Piscataway, NJ : IEEE, 2024. - page 354-362
doi:10.1109/RE59067.2024.00042 ...
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
Explainable Artificial Intelligence (XAI) 2.0 : A Manifesto of Open Challenges and Interdiscipl ...
in Information Fusion volume 106 (2024)
doi:10.1016/j.inffus.2024.102301 ...
Kästner, Lena; Crook, Barnaby
Explaining AI through mechanistic interpretability
in European Journal for Philosophy of Science volume 14 (2024) issue 4
doi:10.15495/EPub_UBT_00008273 ...
Bartelmeß, Tina; Schönfeld, Mirco; Pfeffer, Jürgen
Exploring Food Poverty Experiences in the German Twitter-Sphere
in BMC Public Health volume 24 (2024)
doi:10.1186/s12889-024-18926-8 ...
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 volume 127 (2024)
doi:10.1016/j.trd.2024.104067 ...
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 ...
Proceedings of Mensch und Computer 2024
New York : Association for Computing Machinery, 2024. - page 99-110
doi:10.1145/3670653.3670665 ...
Fechner, Pascal; König, Fabian; Lockl, Jannik; Röglinger, Maximilian
How Artificial Intelligence Challenges Tailorable Technology Design : Insights from a Design St ...
in Business & Information Systems Engineering volume 66 (2024) issue 3. - page 357-376
doi:10.1007/s12599-024-00872-9 ...
Kühl, Niklas
Human-Centric Artificial Intelligence: The Road Ahead
in transfer : Zeitschrift für Kommunikation und Markenmanagement volume 70 (2024) issue 4. - page 6-9
https://www.fim-rc.de/Paperbibliothek/Veroeffentli ...
Morrison, Katelyn; Spitzer, Philipp; Turri, Violet; Feng, Michelle; Kühl, Niklas; Perer, Adam
The Impact of Imperfect XAI on Human-AI Decision-Making
in Proceedings of the ACM on Human-Computer Interaction volume 8 (2024)
doi:10.1145/3641022 ...
Deck, Luca; Müller, Jan-Laurin; Braun, Conradin; Zipperling, Domenique; Kühl, Niklas
Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness
Proceedings of the Third European Workshop on Algorithmic Fairness (EWAF'24)
Mainz, Germany , 2024
https://arxiv.org/abs/2403.20089
Koltai, Peter; Kunde, Philipp
A Koopman-Takens theorem : Linear least squares prediction of nonlinear time series
in Communications in Mathematical Physics volume 405 (2024)
doi:10.1007/s00220-024-05004-8 ...
Lücke, Marvin; Winkelmann, Stefanie; Heitzig, Jobst; Molkenthin, Nora; Koltai, Peter
Learning interpretable collective variables for spreading processes on networks
in Physical Review E volume 109 (2024) issue 2
doi:10.1103/PhysRevE.109.L022301 ...
Spitzer, Philipp; Celis, Sebastian; Martin, Dominik; Kühl, Niklas; Satzger, Gerhard
Looking Through the Deep Glasses : How Large Language Models Enhance Explainability of Deep Lea ...
Proceedings of Mensch und Computer 2024
Karlsruhe, Germany : Association for Computing Machinery, 2024. - page 566-570
doi: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 volume 141 (2024) issue 30
doi:10.15495/EPub_UBT_00007965 ...
Shah, Karim Ali; Albuquerque, Rodrigo Q.; Brütting, Christian; Ruckdäschel, Holger
Machine learning-based time series analysis of polylactic acid bead foam extrusion
in Journal of Applied Polymer Science volume 141 (2024) issue 44
http://nbn-resolving.org/urn:nbn:de:bvb:703-epub-8 ...
Bauriedel, Niklas; Albuquerque, Rodrigo Q.; Utz, Julia; Geis, Nico; Ruckdäschel, Holger
Monitoring of fused filament fabrication (FFF) : An infrared imaging and machine learning appro ...
in Journal of Polymer Science volume 62 (2024) issue 24. - page 5633-5641
doi:10.15495/EPub_UBT_00008305 ...
Nandini, Durgesh; Blöthner, Simon; Schönfeld, Mirco; Larch, Mario
Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis
Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Volume 2
Porto, Portugal , 2024. - page 63-73
doi:10.5220/0013028500003838 ...
Balbierer, Beatrice; Heinlein, Lukas; Zipperling, Domenique; Kühl, Niklas
A Multivocal Literature Review on Privacy and Fairness in Federated Learning
Proceedings of the 19th International Conference on Wirtschaftsinformatik (WI)
Würzburg, Germany , 2024
doi:10.48550/arXiv.2408.08666 ...
Rich, Patricia; Genot, Emmanuel
Mutual Expected Rationality in Online Sharing : An Agent-Based Model Study
in Topoi volume 43 (2024) issue 5. - page 1405-1419
doi:10.1007/s11245-024-10069-0 ...
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
in Angewandte Chemie International Edition volume 63 (2024) issue 22
doi:10.1002/anie.202402978 ...
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-Imag ...
AI for Health Equity and Fairness : Leveraging AI to Address Social Determinants of Health
Cham : Springer, 2024. - page 31-46
doi:10.1007/978-3-031-63592-2_4 ...
Margraf, Johannes T.
Neural graph distance embedding for molecular geometry generation
in Journal of Computational Chemistry volume 45 (2024) issue 21. - page 1784-1790
doi:10.1002/jcc.27349 ...
Maradesa, Adeleke; Py, Baptiste; Ciucci, Francesco
Probabilistic deconvolution of the distribution of relaxation times from multiple electrochemic ...
in Journal of Power Sources volume 621 (2024)
doi:10.15495/EPub_UBT_00008223 ...
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 volume 7 (2024) issue 4. - page 616-636
doi:10.1007/s42113-024-00217-5 ...
Froyland, Gary; Kalia, Manu; Koltai, Peter
Spectral clustering of time-evolving networks using the inflated dynamic Laplacian for graphs
arXiv, 2024
doi:10.48550/arXiv.2409.11984 ...
Rothenhäusler, Florian; Ruckdäschel, Holger
Strategies for the fast optimization of the glass transition temperature of sustainable epoxy r ...
in Journal of Applied Polymer Science volume 141 (2024) issue 21
doi:10.15495/EPub_UBT_00007951 ...
Bode, Jan; Kühl, Niklas; Kreuzberger, Dominik; Holtmann, Carsten
Towards Avoiding the Data Mess : Industry Insights from Data Mesh Implementations
in IEEE Access volume 12 (2024) . - page 95402-95416
doi:10.1109/ACCESS.2024.3417291 ...
Spitzer, Philipp; Goutier, Marc; Kühl, Niklas; Satzger, Gerhard
(X)AI as a Teacher : Learning with Explainable Artificial Intelligence
Proceedings of Mensch und Computer 2024
Karlsruhe, Germany : Association for Computing Machinery, 2024. - page 571-576
doi:10.1145/3670653.3677504 ...