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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} }
LibreCat
| 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} }
LibreCat
| 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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| DOI
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} }
LibreCat
| 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} }
LibreCat
| 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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| DOI
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} }
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| 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} }
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| 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} }
LibreCat
| 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
| DOI
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} }
LibreCat
| 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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| DOI
2022 | Journal Article | LibreCat-ID: 33684 |
@article{Schade_Kenter_Elgabarty_Lass_Schütt_Lazzaro_Pabst_Mohr_Hutter_Kühne_et al._2022, title={Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms}, volume={111}, DOI={10.1016/j.parco.2022.102920}, number={102920}, journal={Parallel Computing}, publisher={Elsevier BV}, author={Schade, Robert and Kenter, Tobias and Elgabarty, Hossam and Lass, Michael and Schütt, Ole and Lazzaro, Alfio and Pabst, Hans and Mohr, Stephan and Hutter, Jürg and Kühne, Thomas and et al.}, year={2022} }
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2022 | Journal Article | LibreCat-ID: 44637
@article{Hoppe_Tuisku_Johansson-Pajala_Pekkarinen_Hennala_Gustafsson_Melkas_Thommes_2022, 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={2022} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 34295
@article{Hoppe_Tuisku_Johansson-Pajala_Pekkarinen_Hennala_Gustafsson_Melkas_Thommes_2022, title={When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty}, 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={2022} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 44636
@article{Hoppe_Tuisku_Johansson-Pajala_Pekkarinen_Hennala_Gustafsson_Melkas_Thommes_2022, 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 A. and Tuisku, Outi and Johansson-Pajala, Rose-Marie and Pekkarinen, Satu and Hennala, Lea and Gustafsson, Christine and Melkas, Helinä and Thommes, Kirsten}, year={2022} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 50263
@article{Muschalik_Fumagalli_Hammer_Hüllermeier_2022, title={Agnostic Explanation of Model Change based on Feature Importance}, volume={36}, DOI={10.1007/s13218-022-00766-6}, number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Hüllermeier, Eyke}, year={2022}, pages={211–224} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 51348
@article{Schmid_Wrede_2022, title={What is Missing in XAI So Far?}, volume={36}, DOI={10.1007/s13218-022-00786-2}, number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Schmid, Ute and Wrede, Britta}, year={2022}, pages={303–315} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 51366
@article{Schmid_Wrede_2022, title={Explainable AI}, volume={36}, DOI={10.1007/s13218-022-00788-0}, number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Schmid, Ute and Wrede, Britta}, year={2022}, pages={207–210} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 51365
@article{Wrede_2022, title={AI: Back to the Roots?}, volume={36}, DOI={10.1007/s13218-022-00773-7}, number={2}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Wrede, Britta}, year={2022}, pages={117–120} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 51349
@article{Fisher_Lohmer_Kern_Barthlen_Gaus_Rohlfing_2022, title={Exploring Monological and Dialogical Phases in Naturally Occurring Explanations}, volume={36}, DOI={10.1007/s13218-022-00787-1}, number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Fisher, Josephine B. and Lohmer, Vivien and Kern, Friederike and Barthlen, Winfried and Gaus, Sebastian and Rohlfing, Katharina}, year={2022}, pages={317–326} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 48780
@article{Muschalik_Fumagalli_Hammer_Huellermeier_2022, title={Agnostic Explanation of Model Change based on Feature Importance}, volume={36}, DOI={10.1007/s13218-022-00766-6}, number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2022}, pages={211–224} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 52862
@article{Turhan_2022, title={A Double Take at Conferences: The Hybrid Format}, volume={36}, DOI={10.1007/s13218-022-00758-6}, number={1}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Turhan, Anni-Yasmin}, year={2022}, pages={1–4} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 53236
@article{Tavana_Shaabani_Di Caprio_Bonyani_2022, title={A novel Interval Type-2 Fuzzy best-worst method and combined compromise solution for evaluating eco-friendly packaging alternatives}, volume={200}, DOI={10.1016/j.eswa.2022.117188}, number={117188}, journal={Expert Systems with Applications}, publisher={Elsevier BV}, author={Tavana, Madjid and Shaabani, Akram and Di Caprio, Debora and Bonyani, Abbas}, year={2022} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 27491
@inproceedings{Höper_2021, place={New York, NY, USA}, series={Koli Calling ’21}, title={Developing and Evaluating the Concept Data Awareness for K12 Computing Education}, DOI={10.1145/3488042.3490509}, booktitle={21st Koli Calling International Conference on Computing Education Research}, publisher={Association for Computing Machinery}, author={Höper, Lukas}, year={2021}, collection={Koli Calling ’21} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 23779
@inproceedings{Bernijazov_Dicks_Dumitrescu_Foullois_Hanselle_Hüllermeier_Karakaya_Ködding_Lohweg_Malatyali_et al._2021, title={A Meta-Review on Artificial Intelligence in Product Creation}, booktitle={Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)}, author={Bernijazov, Ruslan and Dicks, Alexander and Dumitrescu, Roman and Foullois, Marc and Hanselle, Jonas Manuel and Hüllermeier, Eyke and Karakaya, Gökce and Ködding, Patrick and Lohweg, Volker and Malatyali, Manuel and et al.}, year={2021} }
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2021 | Journal Article | LibreCat-ID: 37155
@article{Stieglitz_Möllmann (Frick)_Mirbabaie_Hofeditz_Ross_2021, title={Recommendations for Managing AI-Driven Change Processes: When Expectations Meet Reality}, journal={International Journal of Management Practice}, publisher={Inderscience}, author={Stieglitz, Stefan and Möllmann (Frick), Nicholas R. J. and Mirbabaie, Milad and Hofeditz, Lennart and Ross, Björn}, year={2021} }
LibreCat
2021 | Journal Article | LibreCat-ID: 30114
@article{Gölz_Mora_Rudisch_Gaidai_Reuter_Godde_Reinsberger_Voelcker-Rehage_Vieluf_2021, title={Classification of visuomotor tasks based on electroencephalographic data depends on age-related differences in brain activity patterns}, volume={142}, DOI={10.1016/j.neunet.2021.04.029}, journal={Neural Networks}, publisher={Elsevier BV}, author={Gölz, Christian Johannes and Mora, K. and Rudisch, J. and Gaidai, Roman and Reuter, E. and Godde, B. and Reinsberger, Claus and Voelcker-Rehage, C. and Vieluf, S.}, year={2021}, pages={363–374} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 31400
@article{Goelz_Mora_Rudisch_Gaidai_Reuter_Godde_Reinsberger_Voelcker-Rehage_Vieluf_2021, title={Classification of visuomotor tasks based on electroencephalographic data depends on age-related differences in brain activity patterns}, volume={142}, DOI={10.1016/j.neunet.2021.04.029}, journal={Neural Networks}, publisher={Elsevier BV}, author={Goelz, C. and Mora, K. and Rudisch, J. and Gaidai, R. and Reuter, E. and Godde, B. and Reinsberger, Claus and Voelcker-Rehage, C. and Vieluf, S.}, year={2021}, pages={363–374} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 45849
@article{Mahmood_Meier_2021, title={Parameterised complexity of model checking and satisfiability in propositional dependence logic}, volume={90}, DOI={10.1007/s10472-021-09730-w}, number={2–3}, journal={Annals of Mathematics and Artificial Intelligence}, publisher={Springer Science and Business Media LLC}, author={Mahmood, Yasir and Meier, Arne}, year={2021}, pages={271–296} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 15332
@inproceedings{Schlichtig_Opel_Budde_Schulte_2019, title={Understanding Artificial Intelligence – A Project for the Development of Comprehensive Teaching Material}, volume={12}, booktitle={ISSEP 2019 - 12th International conference on informatics in schools: Situation, evaluation and perspectives, Local Proceedings}, author={Schlichtig, Michael and Opel, Simone Anna and Budde, Lea and Schulte, Carsten}, editor={Jasutė, Eglė and Pozdniakov, Sergei}, year={2019}, pages={65–73} }
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2017 | Journal Article | LibreCat-ID: 42677
@article{Klowait_2017, title={The quest for appropriate models of human-likeness: anthropomorphism in media equation research}, volume={33}, DOI={10.1007/s00146-017-0746-z}, number={4}, journal={AI & SOCIETY}, publisher={Springer Science and Business Media LLC}, author={Klowait, Nils}, year={2017}, pages={527–536} }
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| DOI
2016 | Journal Article | LibreCat-ID: 48306
@article{Habernal_Gurevych_2016, title={Argumentation Mining in User-Generated Web Discourse}, volume={43}, DOI={10.1162/coli_a_00276}, number={1}, journal={Computational Linguistics}, publisher={MIT Press}, author={Habernal, Ivan and Gurevych, Iryna}, year={2016}, pages={125–179} }
LibreCat
| DOI
2016 | Journal Article | LibreCat-ID: 52747
@article{Borgwardt_Mailis_Peñaloza_Turhan_2016, title={Answering Fuzzy Conjunctive Queries Over Finitely Valued Fuzzy Ontologies}, volume={5}, DOI={10.1007/s13740-015-0055-y}, number={2}, journal={Journal on Data Semantics}, publisher={Springer Science and Business Media LLC}, author={Borgwardt, Stefan and Mailis, Theofilos and Peñaloza, Rafael and Turhan, Anni-Yasmin}, year={2016}, pages={55–75} }
LibreCat
| DOI
2016 | Journal Article | LibreCat-ID: 52803
@article{Borgwardt_Mailis_Peñaloza_Turhan_2016, title={Answering Fuzzy Conjunctive Queries Over Finitely Valued Fuzzy Ontologies}, volume={5}, DOI={10.1007/s13740-015-0055-y}, number={2}, journal={Journal on Data Semantics}, publisher={Springer Science and Business Media LLC}, author={Borgwardt, Stefan and Mailis, Theofilos and Peñaloza, Rafael and Turhan, Anni-Yasmin}, year={2016}, pages={55–75} }
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| DOI
2012 | Journal Article | LibreCat-ID: 50438
@article{Baraté_Haus_Ludovico_Mauro_2012, title={IEEE 1599 for Live Musical and Theatrical Performances}, volume={7}, DOI={10.4304/jmm.7.2.170-178}, number={2}, journal={Journal of Multimedia}, publisher={Academy Publisher}, author={Baraté, Adriano and Haus, Goffredo and Ludovico, Luca Andrea and Mauro, Davide Andrea}, year={2012} }
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| DOI
2009 | Conference Paper | LibreCat-ID: 9736
@inproceedings{Klöpper_Sondermann-Wölke_Romaus_Vöcking_2009, title={Probabilistic planning integrated in a multi-level dependability concept for mechatronic systems}, DOI={10.1109/CICA.2009.4982790}, booktitle={Computational Intelligence in Control and Automation, 2009. CICA 2009. IEEE Symposium on}, author={Klöpper, Benjamin and Sondermann-Wölke, Christoph and Romaus, Christoph and Vöcking, Henner}, year={2009}, pages={104–111} }
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| DOI