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48 Publications


2024 | Journal Article | LibreCat-ID: 53073
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
LibreCat | DOI
 

2024 | Journal Article | LibreCat-ID: 53213
An Integrated Fuzzy Analytic Network Process and Fuzzy Regression Method for Bitcoin Price Prediction
A. Amiri, M. Tavana, H. Arman, Internet of Things 25 (2024).
LibreCat | DOI
 

2024 | Conference Paper | LibreCat-ID: 56166
Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence
P.J. Kulkarni, D. Tissen, R. Bernijazov, R. Dumitrescu, in: J. Malmqvist, M. Candi, R. Saemundsson, F. Bystrom, O. Isaksson (Eds.), DS 130: Proceedings of NordDesign 2024, 2024, pp. 617–625.
LibreCat | Files available | DOI
 

2023 | Journal Article | LibreCat-ID: 48290
Mining legal arguments in court decisions
I. Habernal, D. Faber, N. Recchia, S. Bretthauer, I. Gurevych, I. Spiecker genannt Döhmann, C. Burchard, Artificial Intelligence and Law (2023).
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 48777
Incremental permutation feature importance (iPFI): towards online explanations on data streams
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning (2023).
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 48779
“I do not know! but why?” — Local model-agnostic example-based explanations of reject
A. Artelt, R. Visser, B. Hammer, Neurocomputing 558 (2023).
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 44639
When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty
J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports 9 (2023).
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 49516
RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research
A. Groß, C. Schütze, M. Brandt, B. Wrede, B. Richter, Frontiers in Robotics and AI 10 (2023).
LibreCat | Files available | DOI
 

2023 | Conference Paper | LibreCat-ID: 50121
AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization
D. Leffrang, in: International Conference on Information Systems, 2023.
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2023 | Journal Article | LibreCat-ID: 50262
Incremental permutation feature importance (iPFI): towards online explanations on data streams
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning 112 (2023) 4863–4903.
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 53301
Developing a deep canonical correlation-based technique for seizure prediction
S. Vieluf, T. Hasija, M. Kuschel, C. Reinsberger, T. Loddenkemper, Expert Systems with Applications 234 (2023).
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 53220
An interval multi-criteria decision-making model for evaluating blockchain-IoT technology in supply chain networks
M. Tavana, A. Khalili Nasr, A.B. Ahmadabadi, A.S. Amiri, H. Mina, Internet of Things 22 (2023).
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 53218
Analytic hierarchy process and data envelopment analysis: A match made in heaven
M. Tavana, M. Soltanifar, F.J. Santos-Arteaga, H. Sharafi, Expert Systems with Applications 223 (2023).
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 53229
A Credibility and Strategic Behavior Approach in Hesitant Multiple Criteria Decision-Making With Application to Sustainable Transportation
F.J. Santos-Arteaga, D. Di Caprio, M. Tavana, E.C. Tena, IEEE Transactions on Fuzzy Systems 31 (2023) 460–474.
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 53228
An integrated decision support framework for resilient vaccine supply chain network design
E.B. Tirkolaee, A.E. Torkayesh, M. Tavana, A. Goli, V. Simic, W. Ding, Engineering Applications of Artificial Intelligence 126 (2023).
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 53230
A Game-Theoretic Framework for Analyzing the Impact of Social Responsibility and Supply Chain Profitability
H.A. Mahdiraji, M. Tavana, A. Rezayar, Cybernetics and Systems 54 (2023) 104–137.
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 53356
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition
P. Terhörst, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, IEEE Transactions on Biometrics, Behavior, and Identity Science 5 (2023) 288–297.
LibreCat | DOI
 

2022 | Conference Paper | LibreCat-ID: 27506 | OA
Visual Interpretability of Image-based Real Estate Appraisal
J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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2022 | Conference Paper | LibreCat-ID: 29539 | OA
Towards a model- and data-focused taxonomy of XAI systems
J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
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2022 | Journal Article | LibreCat-ID: 30193
Potentials and challenges of analyzing use phase data in product planning of manufacturing companies
M. Meyer, T. Fichtler, C. Koldewey, R. Dumitrescu, Artificial Intelligence for Engineering Design, Analysis and Manufacturing 36 (2022).
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