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45 Publications
2024 | Journal Article | LibreCat-ID: 53073
@article{Muschalik_Fumagalli_Hammer_Huellermeier_2024, title={Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles}, volume={38}, DOI={10.1609/aaai.v38i13.29352}, number={13}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={14388–14396} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 53213
@article{Amiri_Tavana_Arman_2024, title={An Integrated Fuzzy Analytic Network Process and Fuzzy Regression Method for Bitcoin Price Prediction}, volume={25}, DOI={10.1016/j.iot.2023.101027}, number={101027}, journal={Internet of Things}, publisher={Elsevier BV}, author={Amiri, Arman and Tavana, Madjid and Arman, Hosein}, year={2024} }
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| DOI
2023 | Journal Article | LibreCat-ID: 48290
@article{Habernal_Faber_Recchia_Bretthauer_Gurevych_Spiecker genannt Döhmann_Burchard_2023, title={Mining legal arguments in court decisions}, DOI={10.1007/s10506-023-09361-y}, journal={Artificial Intelligence and Law}, publisher={Springer Science and Business Media LLC}, author={Habernal, Ivan and Faber, Daniel and Recchia, Nicola and Bretthauer, Sebastian and Gurevych, Iryna and Spiecker genannt Döhmann, Indra and Burchard, Christoph}, year={2023} }
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| DOI
2023 | Journal Article | LibreCat-ID: 48777
@article{Fumagalli_Muschalik_Hüllermeier_Hammer_2023, title={Incremental permutation feature importance (iPFI): towards online explanations on data streams}, DOI={10.1007/s10994-023-06385-y}, journal={Machine Learning}, publisher={Springer Science and Business Media LLC}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and Hammer, Barbara}, year={2023} }
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2023 | Journal Article | LibreCat-ID: 48779
@article{Artelt_Visser_Hammer_2023, title={“I do not know! but why?” — Local model-agnostic example-based explanations of reject}, volume={558}, DOI={10.1016/j.neucom.2023.126722}, number={126722}, journal={Neurocomputing}, publisher={Elsevier BV}, author={Artelt, André and Visser, Roel and Hammer, Barbara}, year={2023} }
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| DOI
2023 | Journal Article | LibreCat-ID: 44639
@article{Hoppe_Tuisku_Johansson-Pajala_Pekkarinen_Hennala_Gustafsson_Melkas_Thommes_2023, title={When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty}, volume={9}, DOI={10.1016/j.chbr.2022.100258}, number={100258}, journal={Computers in Human Behavior Reports}, publisher={Elsevier BV}, author={Hoppe, Julia Amelie and Tuisku, Outi and Johansson-Pajala, Rose-Marie and Pekkarinen, Satu and Hennala, Lea and Gustafsson, Christine and Melkas, Helinä and Thommes, Kirsten}, year={2023} }
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| DOI
2023 | Journal Article | LibreCat-ID: 49516
@article{Groß_Schütze_Brandt_Wrede_Richter_2023, title={RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research}, volume={10}, DOI={10.3389/frobt.2023.1245501}, journal={Frontiers in Robotics and AI}, publisher={Frontiers Media SA}, author={Groß, André and Schütze, Christian and Brandt, Mara and Wrede, Britta and Richter, Birte}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 50121
@inproceedings{Leffrang_2023, title={AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization}, number={10}, booktitle={International Conference on Information Systems}, author={Leffrang, Dirk}, year={2023} }
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2023 | Journal Article | LibreCat-ID: 50262
@article{Fumagalli_Muschalik_Hüllermeier_Hammer_2023, title={Incremental permutation feature importance (iPFI): towards online explanations on data streams}, volume={112}, DOI={10.1007/s10994-023-06385-y}, number={12}, journal={Machine Learning}, publisher={Springer Science and Business Media LLC}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and Hammer, Barbara}, year={2023}, pages={4863–4903} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 53301
@article{Vieluf_Hasija_Kuschel_Reinsberger_Loddenkemper_2023, title={Developing a deep canonical correlation-based technique for seizure prediction}, volume={234}, DOI={10.1016/j.eswa.2023.120986}, number={120986}, journal={Expert Systems with Applications}, publisher={Elsevier BV}, author={Vieluf, Solveig and Hasija, Tanuj and Kuschel, Maurice and Reinsberger, Claus and Loddenkemper, Tobias}, year={2023} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 53220
@article{Tavana_Khalili Nasr_Ahmadabadi_Amiri_Mina_2023, title={An interval multi-criteria decision-making model for evaluating blockchain-IoT technology in supply chain networks}, volume={22}, DOI={10.1016/j.iot.2023.100786}, number={100786}, journal={Internet of Things}, publisher={Elsevier BV}, author={Tavana, Madjid and Khalili Nasr, Arash and Ahmadabadi, Alireza Barati and Amiri, Alireza Shamekhi and Mina, Hassan}, year={2023} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 53218
@article{Tavana_Soltanifar_Santos-Arteaga_Sharafi_2023, title={Analytic hierarchy process and data envelopment analysis: A match made in heaven}, volume={223}, DOI={10.1016/j.eswa.2023.119902}, number={119902}, journal={Expert Systems with Applications}, publisher={Elsevier BV}, author={Tavana, Madjid and Soltanifar, Mehdi and Santos-Arteaga, Francisco J. and Sharafi, Hamid}, year={2023} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 53229
@article{Santos-Arteaga_Di Caprio_Tavana_Tena_2023, title={A Credibility and Strategic Behavior Approach in Hesitant Multiple Criteria Decision-Making With Application to Sustainable Transportation}, volume={31}, DOI={10.1109/tfuzz.2022.3188875}, number={2}, journal={IEEE Transactions on Fuzzy Systems}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Santos-Arteaga, Francisco J. and Di Caprio, Debora and Tavana, Madjid and Tena, Emilio Cerda}, year={2023}, pages={460–474} }
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| DOI
2023 | Journal Article | LibreCat-ID: 53228
@article{Tirkolaee_Torkayesh_Tavana_Goli_Simic_Ding_2023, title={An integrated decision support framework for resilient vaccine supply chain network design}, volume={126}, DOI={10.1016/j.engappai.2023.106945}, number={106945}, journal={Engineering Applications of Artificial Intelligence}, publisher={Elsevier BV}, author={Tirkolaee, Erfan Babaee and Torkayesh, Ali Ebadi and Tavana, Madjid and Goli, Alireza and Simic, Vladimir and Ding, Weiping}, year={2023} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 53230
@article{Mahdiraji_Tavana_Rezayar_2023, title={A Game-Theoretic Framework for Analyzing the Impact of Social Responsibility and Supply Chain Profitability}, volume={54}, DOI={10.1080/01969722.2022.2055402}, number={1}, journal={Cybernetics and Systems}, publisher={Informa UK Limited}, author={Mahdiraji, Hannan Amoozad and Tavana, Madjid and Rezayar, Ali}, year={2023}, pages={104–137} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 27506 | 
@inproceedings{Kucklick_2022, title={Visual Interpretability of Image-based Real Estate Appraisal}, booktitle={55th Annual Hawaii International Conference on System Sciences (HICSS-55)}, author={Kucklick, Jan-Peter}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 29539 |
@inproceedings{Kucklick_2022, title={Towards a model- and data-focused taxonomy of XAI systems}, booktitle={Wirtschaftsinformatik 2022 Proceedings}, author={Kucklick, Jan-Peter}, year={2022} }
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2022 | Journal Article | LibreCat-ID: 30193
@article{Meyer_Fichtler_Koldewey_Dumitrescu_2022, title={Potentials and challenges of analyzing use phase data in product planning of manufacturing companies}, volume={36}, DOI={10.1017/s0890060421000408}, number={e14}, journal={Artificial Intelligence for Engineering Design, Analysis and Manufacturing}, publisher={Cambridge University Press (CUP)}, author={Meyer, Maurice and Fichtler, Timm and Koldewey, Christian and Dumitrescu, Roman}, year={2022} }
LibreCat
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2022 | Journal Article | LibreCat-ID: 34046
@article{Hoffmann_Thommes_2022, title={Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control}, DOI={10.1109/thms.2022.3212335}, journal={IEEE Transactions on Human-Machine Systems}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Hoffmann, Christin and Thommes, Kirsten}, year={2022}, pages={1–11} }
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| DOI
2022 | Journal Article | LibreCat-ID: 34703
@article{Rohlfing_Altvater-Mackensen_Caruana_van den Berghe_Bruno_Tolksdorf_Hanulíková_2022, title={Social/dialogical roles of social robots in supporting children’s learning of language and literacy—A review and analysis of innovative roles}, volume={9}, DOI={10.3389/frobt.2022.971749}, journal={Frontiers in Robotics and AI}, publisher={Frontiers Media SA}, author={Rohlfing, Katharina and Altvater-Mackensen, Nicole and Caruana, Nathan and van den Berghe, Rianne and Bruno, Barbara and Tolksdorf, Nils Frederik and Hanulíková, Adriana}, year={2022} }
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