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.

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).

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).

Incremental permutation feature importance (iPFI): towards online explanations on data streams
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning (2023).

cI do not know! but why?d 4 Local model-agnostic example-based explanations of reject
A. Artelt, R. Visser, B. Hammer, Neurocomputing 558 (2023).

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).

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).

AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization
D. Leffrang, in: International Conference on Information Systems, 2023.

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.

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).

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).

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).

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.

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).

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.

Visual Interpretability of Image-based Real Estate Appraisal
J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.

Towards a model- and data-focused taxonomy of XAI systems
J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.

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).

Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers' Use of Cruise Control
C. Hoffmann, K. Thommes, IEEE Transactions on Human-Machine Systems (2022) 1–11.

Social/dialogical roles of social robots in supporting children’s learning of language and literacy—A review and analysis of innovative roles
K. Rohlfing, N. Altvater-Mackensen, N. Caruana, R. van den Berghe, B. Bruno, N.F. Tolksdorf, A. Hanulíková, Frontiers in Robotics and AI 9 (2022).