[{"title":"Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning","date_created":"2021-01-27T13:45:52Z","author":[{"full_name":"Mohr, Felix","last_name":"Mohr","first_name":"Felix"},{"orcid":" https://orcid.org/0000-0001-9782-6818","last_name":"Wever","full_name":"Wever, Marcel Dominik","id":"33176","first_name":"Marcel Dominik"},{"last_name":"Tornede","id":"38209","full_name":"Tornede, Alexander","first_name":"Alexander"},{"first_name":"Eyke","last_name":"Hüllermeier","id":"48129","full_name":"Hüllermeier, Eyke"}],"date_updated":"2022-01-06T06:54:45Z","publisher":"IEEE","citation":{"ama":"Mohr F, Wever MD, Tornede A, Hüllermeier E. Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning. <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>.","chicago":"Mohr, Felix, Marcel Dominik Wever, Alexander Tornede, and Eyke Hüllermeier. “Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning.” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>, n.d.","ieee":"F. Mohr, M. D. Wever, A. Tornede, and E. Hüllermeier, “Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning,” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>.","apa":"Mohr, F., Wever, M. D., Tornede, A., &#38; Hüllermeier, E. (n.d.). Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning. <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>.","mla":"Mohr, Felix, et al. “Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning.” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>, IEEE.","bibtex":"@article{Mohr_Wever_Tornede_Hüllermeier, title={Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, publisher={IEEE}, author={Mohr, Felix and Wever, Marcel Dominik and Tornede, Alexander and Hüllermeier, Eyke} }","short":"F. Mohr, M.D. Wever, A. Tornede, E. Hüllermeier, IEEE Transactions on Pattern Analysis and Machine Intelligence (n.d.)."},"year":"2021","publication_status":"accepted","language":[{"iso":"eng"}],"user_id":"5786","department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - Subproject B2","_id":"10"},{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"_id":"21092","status":"public","abstract":[{"lang":"eng","text":"Automated Machine Learning (AutoML) seeks to automatically find so-called machine learning pipelines that maximize the prediction performance when being used to train a model on a given dataset. One of the main and yet open challenges in AutoML is an effective use of computational resources: An AutoML process involves the evaluation of many candidate pipelines, which   are costly but often ineffective because they are canceled due to a timeout.\r\nIn this paper, we present an approach to predict the runtime of two-step machine learning pipelines with up to one pre-processor, which can be used to anticipate whether or not a pipeline will time out. Separate runtime models are trained offline for each algorithm that may be used in a pipeline, and an overall prediction is derived from these models. We empirically show that the approach increases successful evaluations made by an AutoML tool while preserving or even improving on the previously best solutions."}],"type":"journal_article","publication":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"user_id":"26687","_id":"21094","language":[{"iso":"eng"}],"publication":"Physical Review B","type":"journal_article","status":"public","author":[{"full_name":"Aldahhak, Hazem","last_name":"Aldahhak","first_name":"Hazem"},{"full_name":"Hogan, Conor","last_name":"Hogan","first_name":"Conor"},{"last_name":"Lindner","full_name":"Lindner, Susi","first_name":"Susi"},{"full_name":"Appelfeller, Stephan","last_name":"Appelfeller","first_name":"Stephan"},{"full_name":"Eisele, Holger","last_name":"Eisele","first_name":"Holger"},{"full_name":"Schmidt, Wolf Gero","last_name":"Schmidt","first_name":"Wolf Gero"},{"first_name":"Mario","full_name":"Dähne, Mario","last_name":"Dähne"},{"first_name":"Uwe","full_name":"Gerstmann, Uwe","last_name":"Gerstmann"},{"last_name":"Franz","full_name":"Franz, Martin","first_name":"Martin"}],"date_created":"2021-01-28T11:01:15Z","date_updated":"2022-01-06T06:54:45Z","doi":"10.1103/physrevb.103.035303","title":"Electronic structure of the Si(111)3×3R30°−B surface from theory and photoemission spectroscopy","publication_identifier":{"issn":["2469-9950","2469-9969"]},"publication_status":"published","citation":{"bibtex":"@article{Aldahhak_Hogan_Lindner_Appelfeller_Eisele_Schmidt_Dähne_Gerstmann_Franz_2021, title={Electronic structure of the Si(111)3×3R30°−B surface from theory and photoemission spectroscopy}, DOI={<a href=\"https://doi.org/10.1103/physrevb.103.035303\">10.1103/physrevb.103.035303</a>}, journal={Physical Review B}, author={Aldahhak, Hazem and Hogan, Conor and Lindner, Susi and Appelfeller, Stephan and Eisele, Holger and Schmidt, Wolf Gero and Dähne, Mario and Gerstmann, Uwe and Franz, Martin}, year={2021} }","short":"H. Aldahhak, C. Hogan, S. Lindner, S. Appelfeller, H. Eisele, W.G. Schmidt, M. Dähne, U. Gerstmann, M. Franz, Physical Review B (2021).","mla":"Aldahhak, Hazem, et al. “Electronic Structure of the Si(111)3×3R30°−B Surface from Theory and Photoemission Spectroscopy.” <i>Physical Review B</i>, 2021, doi:<a href=\"https://doi.org/10.1103/physrevb.103.035303\">10.1103/physrevb.103.035303</a>.","apa":"Aldahhak, H., Hogan, C., Lindner, S., Appelfeller, S., Eisele, H., Schmidt, W. G., … Franz, M. (2021). Electronic structure of the Si(111)3×3R30°−B surface from theory and photoemission spectroscopy. <i>Physical Review B</i>. <a href=\"https://doi.org/10.1103/physrevb.103.035303\">https://doi.org/10.1103/physrevb.103.035303</a>","chicago":"Aldahhak, Hazem, Conor Hogan, Susi Lindner, Stephan Appelfeller, Holger Eisele, Wolf Gero Schmidt, Mario Dähne, Uwe Gerstmann, and Martin Franz. “Electronic Structure of the Si(111)3×3R30°−B Surface from Theory and Photoemission Spectroscopy.” <i>Physical Review B</i>, 2021. <a href=\"https://doi.org/10.1103/physrevb.103.035303\">https://doi.org/10.1103/physrevb.103.035303</a>.","ieee":"H. Aldahhak <i>et al.</i>, “Electronic structure of the Si(111)3×3R30°−B surface from theory and photoemission spectroscopy,” <i>Physical Review B</i>, 2021.","ama":"Aldahhak H, Hogan C, Lindner S, et al. Electronic structure of the Si(111)3×3R30°−B surface from theory and photoemission spectroscopy. <i>Physical Review B</i>. 2021. doi:<a href=\"https://doi.org/10.1103/physrevb.103.035303\">10.1103/physrevb.103.035303</a>"},"year":"2021"},{"status":"public","publication":"Materials Science in Semiconductor Processing","type":"journal_article","language":[{"iso":"eng"}],"department":[{"_id":"286"},{"_id":"15"},{"_id":"321"},{"_id":"9"}],"user_id":"77496","_id":"21125","citation":{"ama":"Kismann M, Riedl DT, Lindner PDJK. Ordered arrays of Si nanopillars with alternating diameters fabricated by nanosphere lithography and metal-assisted chemical etching. <i>Materials Science in Semiconductor Processing</i>. 2021.","ieee":"M. Kismann, D. T. Riedl, and P. D. J. K. Lindner, “Ordered arrays of Si nanopillars with alternating diameters fabricated by nanosphere lithography and metal-assisted chemical etching,” <i>Materials Science in Semiconductor Processing</i>, 2021.","chicago":"Kismann, Michael, Dr. Thomas Riedl, and Prof. Dr. Jörg KN Lindner. “Ordered Arrays of Si Nanopillars with Alternating Diameters Fabricated by Nanosphere Lithography and Metal-Assisted Chemical Etching.” <i>Materials Science in Semiconductor Processing</i>, 2021.","bibtex":"@article{Kismann_Riedl_Lindner_2021, title={Ordered arrays of Si nanopillars with alternating diameters fabricated by nanosphere lithography and metal-assisted chemical etching}, journal={Materials Science in Semiconductor Processing}, author={Kismann, Michael and Riedl, Dr. Thomas and Lindner, Prof. Dr. Jörg KN}, year={2021} }","mla":"Kismann, Michael, et al. “Ordered Arrays of Si Nanopillars with Alternating Diameters Fabricated by Nanosphere Lithography and Metal-Assisted Chemical Etching.” <i>Materials Science in Semiconductor Processing</i>, 2021.","short":"M. Kismann, D.T. Riedl, P.D.J.K. Lindner, Materials Science in Semiconductor Processing (2021).","apa":"Kismann, M., Riedl, D. T., &#38; Lindner, P. D. J. K. (2021). Ordered arrays of Si nanopillars with alternating diameters fabricated by nanosphere lithography and metal-assisted chemical etching. <i>Materials Science in Semiconductor Processing</i>."},"year":"2021","title":"Ordered arrays of Si nanopillars with alternating diameters fabricated by nanosphere lithography and metal-assisted chemical etching","date_created":"2021-02-02T16:41:11Z","author":[{"last_name":"Kismann","full_name":"Kismann, Michael","first_name":"Michael"},{"first_name":"Dr. Thomas","full_name":"Riedl, Dr. Thomas","last_name":"Riedl"},{"first_name":"Prof. Dr. Jörg KN","full_name":"Lindner, Prof. Dr. Jörg KN","last_name":"Lindner"}],"date_updated":"2022-01-06T06:54:46Z"},{"_id":"21183","user_id":"11289","department":[{"_id":"49"}],"language":[{"iso":"ger"}],"type":"dissertation","abstract":[{"text":"Die präzise Kenntnis der Eigenschaften verwendeter Materialien hat große Bedeutung für den Entwurf technischer Systeme aller Art, aber auch für die Überwachung solcher Systeme im Betrieb. Für verschiedene physikalische Eigenschaften, Betriebsbedingungen und Materialklassen werden daher geeignete messtechnische Verfahren zur Materialcharakterisierung benötigt. In der vorliegenden Arbeit wird ein Verfahren zur ultraschallbasierten Charakterisierung der mechanischen Eigenschaften von homogenen und faserverstärkten thermoplastischen Polymeren unter Berücksichtigung der Richtungsabhängigkeit vorgestellt. Plattenförmige Probekörper werden dazu mittels Laser-Pulsen hoher Energie breitbandig angeregt und die resultierenden akustischen Lamb-Wellen aufgezeichnet. Auf Basis der dispersiven Eigenschaften der detektierten Wellenleitermoden werden in einem inversen Verfahren die Parameter eines linear-elastischen Materialmodells identifiziert. Darüber hinaus wird ein Verfahren zur vollständigen Charakterisierung der Richtungsabhängigkeit in orthotropen Materialien wie Faserverbundwerkstoffen unter Verwendung eines zweidimensionalen Simulationsmodells vorgestellt. Das Messverfahren wird anhand einer Untersuchungsreihe an künstlich gealterten Polymer- und Faserverbundwerkstoffen verifiziert und die Übertragbarkeit der Ergebnisse auf den quasistatischen Fall betrachtet. Im Vergleich mit den Ergebnissen mechanischer Zugversuche werden die Voraussetzungen und Einschränkungen, insbesondere durch die Annahme eines ideal-elastischen Materialmodells, diskutiert.","lang":"ger"},{"text":"Precise knowledge of material properties is a great concern in the design of technical systems, and in the monitoring of such systems during operation. Therefore, metrological processes are required for materials characterisation with respect to specific physical properties, operational conditions and classes of materials. In the work presented herein, a measurement procedure for the ultrasonic characterization of mechanical properties of homogeneous and fiber-reinforced thermoplastic polymer materials is presented, considering the different degrees of anisotropy. For this, acoustic Lamb waves are excited in a plate-shaped specimen using high-energy laser pulses, and then recorded.Based on the dispersive characteristics of the detected waveguide modes, an inverse procedure is applied to identify the parameters of a linear-elastic material model. Further, a procedure for completely characterising the orthotropy of materials like fiber-reinforced composites using a two-dimensional simulation model is presented. The measurement procedure is verified by examining artificially aged homogeneous polymers and composites, also considering the applicability of results to the quasistatic case. Comparing to the results of corresponding mechanical tensile tests, preconditions and limitations of the procedure are discussed, specifically regarding the assumption of an ideal-elastic material model.","lang":"eng"}],"status":"public","date_updated":"2022-01-06T06:54:49Z","publisher":"Universitätsbibliothek Paderborn","author":[{"first_name":"Manuel","last_name":"Webersen","orcid":"0000-0001-6411-4232","full_name":"Webersen, Manuel","id":"11289"}],"date_created":"2021-02-05T11:47:28Z","title":"Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall","doi":"10.17619/UNIPB/1-1088","publication_status":"published","year":"2021","citation":{"apa":"Webersen, M. (2021). <i>Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall</i>. Universitätsbibliothek Paderborn. <a href=\"https://doi.org/10.17619/UNIPB/1-1088\">https://doi.org/10.17619/UNIPB/1-1088</a>","short":"M. Webersen, Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall, Universitätsbibliothek Paderborn, 2021.","bibtex":"@book{Webersen_2021, title={Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1088\">10.17619/UNIPB/1-1088</a>}, publisher={Universitätsbibliothek Paderborn}, author={Webersen, Manuel}, year={2021} }","mla":"Webersen, Manuel. <i>Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall</i>. Universitätsbibliothek Paderborn, 2021, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1088\">10.17619/UNIPB/1-1088</a>.","ama":"Webersen M. <i>Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall</i>. Universitätsbibliothek Paderborn; 2021. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1088\">10.17619/UNIPB/1-1088</a>","ieee":"M. Webersen, <i>Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall</i>. Universitätsbibliothek Paderborn, 2021.","chicago":"Webersen, Manuel. <i>Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall</i>. Universitätsbibliothek Paderborn, 2021. <a href=\"https://doi.org/10.17619/UNIPB/1-1088\">https://doi.org/10.17619/UNIPB/1-1088</a>."}},{"user_id":"32643","department":[{"_id":"101"}],"_id":"21195","language":[{"iso":"eng"}],"type":"journal_article","publication":"Cognitive Neurodynamics","status":"public","date_created":"2021-02-08T13:16:07Z","author":[{"full_name":"Goelz, Christian","last_name":"Goelz","first_name":"Christian"},{"first_name":"Karin","last_name":"Mora","full_name":"Mora, Karin"},{"first_name":"Julia Kristin","last_name":"Stroehlein","full_name":"Stroehlein, Julia Kristin"},{"full_name":"Haase, Franziska Katharina","last_name":"Haase","first_name":"Franziska Katharina"},{"first_name":"Michael","last_name":"Dellnitz","full_name":"Dellnitz, Michael"},{"first_name":"Claus","last_name":"Reinsberger","full_name":"Reinsberger, Claus"},{"full_name":"Vieluf, Solveig","last_name":"Vieluf","first_name":"Solveig"}],"date_updated":"2022-01-06T06:54:49Z","main_file_link":[{"url":"https://link.springer.com/content/pdf/10.1007/s11571-020-09656-9.pdf"}],"doi":"10.1007/s11571-020-09656-9","title":"Electrophysiological signatures of dedifferentiation differ between fit and less fit older adults","citation":{"apa":"Goelz, C., Mora, K., Stroehlein, J. K., Haase, F. K., Dellnitz, M., Reinsberger, C., &#38; Vieluf, S. (2021). Electrophysiological signatures of dedifferentiation differ between fit and less fit older adults. <i>Cognitive Neurodynamics</i>. <a href=\"https://doi.org/10.1007/s11571-020-09656-9\">https://doi.org/10.1007/s11571-020-09656-9</a>","mla":"Goelz, Christian, et al. “Electrophysiological Signatures of Dedifferentiation Differ between Fit and Less Fit Older Adults.” <i>Cognitive Neurodynamics</i>, 2021, doi:<a href=\"https://doi.org/10.1007/s11571-020-09656-9\">10.1007/s11571-020-09656-9</a>.","bibtex":"@article{Goelz_Mora_Stroehlein_Haase_Dellnitz_Reinsberger_Vieluf_2021, title={Electrophysiological signatures of dedifferentiation differ between fit and less fit older adults}, DOI={<a href=\"https://doi.org/10.1007/s11571-020-09656-9\">10.1007/s11571-020-09656-9</a>}, journal={Cognitive Neurodynamics}, author={Goelz, Christian and Mora, Karin and Stroehlein, Julia Kristin and Haase, Franziska Katharina and Dellnitz, Michael and Reinsberger, Claus and Vieluf, Solveig}, year={2021} }","short":"C. Goelz, K. Mora, J.K. Stroehlein, F.K. Haase, M. Dellnitz, C. Reinsberger, S. Vieluf, Cognitive Neurodynamics (2021).","ieee":"C. Goelz <i>et al.</i>, “Electrophysiological signatures of dedifferentiation differ between fit and less fit older adults,” <i>Cognitive Neurodynamics</i>, 2021.","chicago":"Goelz, Christian, Karin Mora, Julia Kristin Stroehlein, Franziska Katharina Haase, Michael Dellnitz, Claus Reinsberger, and Solveig Vieluf. “Electrophysiological Signatures of Dedifferentiation Differ between Fit and Less Fit Older Adults.” <i>Cognitive Neurodynamics</i>, 2021. <a href=\"https://doi.org/10.1007/s11571-020-09656-9\">https://doi.org/10.1007/s11571-020-09656-9</a>.","ama":"Goelz C, Mora K, Stroehlein JK, et al. Electrophysiological signatures of dedifferentiation differ between fit and less fit older adults. <i>Cognitive Neurodynamics</i>. 2021. doi:<a href=\"https://doi.org/10.1007/s11571-020-09656-9\">10.1007/s11571-020-09656-9</a>"},"year":"2021"},{"title":"Self-stabilizing Arrow Protocol on Spanning Trees with a Low Diameter","date_updated":"2022-01-06T06:54:49Z","supervisor":[{"first_name":"Christian","last_name":"Scheideler","id":"20792","full_name":"Scheideler, Christian"}],"date_created":"2021-02-09T07:09:22Z","author":[{"last_name":"Mengshi","full_name":"Mengshi, Ma","first_name":"Ma"}],"year":"2021","citation":{"apa":"Mengshi, M. (2021). <i>Self-stabilizing Arrow Protocol on Spanning Trees with a Low Diameter</i>.","bibtex":"@book{Mengshi_2021, title={Self-stabilizing Arrow Protocol on Spanning Trees with a Low Diameter}, author={Mengshi, Ma}, year={2021} }","mla":"Mengshi, Ma. <i>Self-Stabilizing Arrow Protocol on Spanning Trees with a Low Diameter</i>. 2021.","short":"M. Mengshi, Self-Stabilizing Arrow Protocol on Spanning Trees with a Low Diameter, 2021.","ama":"Mengshi M. <i>Self-Stabilizing Arrow Protocol on Spanning Trees with a Low Diameter</i>.; 2021.","chicago":"Mengshi, Ma. <i>Self-Stabilizing Arrow Protocol on Spanning Trees with a Low Diameter</i>, 2021.","ieee":"M. Mengshi, <i>Self-stabilizing Arrow Protocol on Spanning Trees with a Low Diameter</i>. 2021."},"language":[{"iso":"eng"}],"_id":"21197","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area A","_id":"2"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject A1","_id":"5"},{"_id":"13","name":"SFB 901 - Subproject C1"}],"department":[{"_id":"79"}],"user_id":"15504","status":"public","type":"bachelorsthesis"},{"title":"A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal","main_file_link":[{"open_access":"1","url":"https://aaai-kdf.github.io/kdf2021/assets/pdfs/KDF_21_paper_12.pdf"}],"conference":{"name":"The Thirty-Fifth AAAI Conference on Artificial Intelligence"},"date_updated":"2022-01-06T06:54:49Z","oa":"1","date_created":"2021-02-10T10:05:32Z","author":[{"last_name":"Kucklick","id":"77066","full_name":"Kucklick, Jan-Peter","first_name":"Jan-Peter"},{"last_name":"Müller","id":"72849","full_name":"Müller, Oliver","first_name":"Oliver"}],"year":"2021","citation":{"short":"J.-P. Kucklick, O. Müller, in:  The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.","bibtex":"@inproceedings{Kucklick_Müller_2021, title={A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal}, booktitle={ The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2021} }","mla":"Kucklick, Jan-Peter, and Oliver Müller. “A Comparison of Multi-View Learning Strategies for Satellite Image-Based Real Estate Appraisal.” <i> The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services</i>, 2021.","apa":"Kucklick, J.-P., &#38; Müller, O. (2021). A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal. In <i> The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services</i>.","chicago":"Kucklick, Jan-Peter, and Oliver Müller. “A Comparison of Multi-View Learning Strategies for Satellite Image-Based Real Estate Appraisal.” In <i> The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services</i>, 2021.","ieee":"J.-P. Kucklick and O. Müller, “A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal,” in <i> The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services</i>, 2021.","ama":"Kucklick J-P, Müller O. A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal. In: <i> The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services</i>. ; 2021."},"language":[{"iso":"eng"}],"_id":"21204","user_id":"71922","department":[{"_id":"196"}],"status":"public","type":"conference","publication":" The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services"},{"abstract":[{"text":"Simple thermal treatment of guanine at temperatures ranging from 600 to 700 °C leads to C1N1 condensates with unprecedented CO2/N2 selectivity when compared to other carbonaceous solid sorbents. Increasing the surface area of the CN condensates in the presence of ZnCl2 salt melts enhances the amount of CO2 adsorbed while preserving the high selectivity values and C1N1 structure. Results indicate that these new materials show a sorption mechanism a step closer to that of natural CO2 caption proteins and based on metal free structural cryptopores.","lang":"eng"}],"status":"public","type":"journal_article","publication":"Carbon","keyword":["CN","Cryptopores","Carbon dioxide capture"],"language":[{"iso":"eng"}],"project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"_id":"21207","user_id":"71692","department":[{"_id":"613"}],"year":"2021","citation":{"chicago":"Kossmann, Janina, Diana Piankova, Nadezda V. Tarakina, Julian Joachim Heske, Thomas Kühne, Johannes Schmidt, Markus Antonietti, and Nieves López-Salas. “Guanine Condensates as Covalent Materials and the Concept of Cryptopores.” <i>Carbon</i> 172 (2021): 497–505. <a href=\"https://doi.org/10.1016/j.carbon.2020.10.047\">https://doi.org/10.1016/j.carbon.2020.10.047</a>.","ieee":"J. Kossmann <i>et al.</i>, “Guanine condensates as covalent materials and the concept of cryptopores,” <i>Carbon</i>, vol. 172, pp. 497–505, 2021.","ama":"Kossmann J, Piankova D, V. Tarakina N, et al. Guanine condensates as covalent materials and the concept of cryptopores. <i>Carbon</i>. 2021;172:497-505. doi:<a href=\"https://doi.org/10.1016/j.carbon.2020.10.047\">https://doi.org/10.1016/j.carbon.2020.10.047</a>","mla":"Kossmann, Janina, et al. “Guanine Condensates as Covalent Materials and the Concept of Cryptopores.” <i>Carbon</i>, vol. 172, 2021, pp. 497–505, doi:<a href=\"https://doi.org/10.1016/j.carbon.2020.10.047\">https://doi.org/10.1016/j.carbon.2020.10.047</a>.","short":"J. Kossmann, D. Piankova, N. V. Tarakina, J.J. Heske, T. Kühne, J. Schmidt, M. Antonietti, N. López-Salas, Carbon 172 (2021) 497–505.","bibtex":"@article{Kossmann_Piankova_V. Tarakina_Heske_Kühne_Schmidt_Antonietti_López-Salas_2021, title={Guanine condensates as covalent materials and the concept of cryptopores}, volume={172}, DOI={<a href=\"https://doi.org/10.1016/j.carbon.2020.10.047\">https://doi.org/10.1016/j.carbon.2020.10.047</a>}, journal={Carbon}, author={Kossmann, Janina and Piankova, Diana and V. Tarakina, Nadezda and Heske, Julian Joachim and Kühne, Thomas and Schmidt, Johannes and Antonietti, Markus and López-Salas, Nieves}, year={2021}, pages={497–505} }","apa":"Kossmann, J., Piankova, D., V. Tarakina, N., Heske, J. J., Kühne, T., Schmidt, J., … López-Salas, N. (2021). Guanine condensates as covalent materials and the concept of cryptopores. <i>Carbon</i>, <i>172</i>, 497–505. <a href=\"https://doi.org/10.1016/j.carbon.2020.10.047\">https://doi.org/10.1016/j.carbon.2020.10.047</a>"},"page":"497-505","intvolume":"       172","publication_identifier":{"issn":["0008-6223"]},"title":"Guanine condensates as covalent materials and the concept of cryptopores","doi":"https://doi.org/10.1016/j.carbon.2020.10.047","date_updated":"2022-01-06T06:54:49Z","author":[{"first_name":"Janina","last_name":"Kossmann","full_name":"Kossmann, Janina"},{"first_name":"Diana","last_name":"Piankova","full_name":"Piankova, Diana"},{"full_name":"V. Tarakina, Nadezda","last_name":"V. Tarakina","first_name":"Nadezda"},{"last_name":"Heske","id":"53238","full_name":"Heske, Julian Joachim","first_name":"Julian Joachim"},{"last_name":"Kühne","id":"49079","full_name":"Kühne, Thomas","first_name":"Thomas"},{"full_name":"Schmidt, Johannes","last_name":"Schmidt","first_name":"Johannes"},{"first_name":"Markus","full_name":"Antonietti, Markus","last_name":"Antonietti"},{"full_name":"López-Salas, Nieves","last_name":"López-Salas","first_name":"Nieves"}],"date_created":"2021-02-11T15:00:58Z","volume":172},{"author":[{"first_name":"Daniel","full_name":"Granhão, Daniel","last_name":"Granhão"},{"last_name":"Canas Ferreira","full_name":"Canas Ferreira, João Canas","first_name":"João Canas"}],"date_created":"2021-02-12T07:22:03Z","date_updated":"2022-01-06T06:54:49Z","doi":"10.3390/electronics10040406","title":"Transparent Control Flow Transfer between CPU and Accelerators for HPC","publication_identifier":{"issn":["2079-9292"]},"publication_status":"published","citation":{"apa":"Granhão, D., &#38; Canas Ferreira, J. C. (2021). Transparent Control Flow Transfer between CPU and Accelerators for HPC. <i>Electronics</i>. <a href=\"https://doi.org/10.3390/electronics10040406\">https://doi.org/10.3390/electronics10040406</a>","bibtex":"@article{Granhão_Canas Ferreira_2021, title={Transparent Control Flow Transfer between CPU and Accelerators for HPC}, DOI={<a href=\"https://doi.org/10.3390/electronics10040406\">10.3390/electronics10040406</a>}, number={406}, journal={Electronics}, author={Granhão, Daniel and Canas Ferreira, João Canas}, year={2021} }","mla":"Granhão, Daniel, and João Canas Canas Ferreira. “Transparent Control Flow Transfer between CPU and Accelerators for HPC.” <i>Electronics</i>, 406, 2021, doi:<a href=\"https://doi.org/10.3390/electronics10040406\">10.3390/electronics10040406</a>.","short":"D. Granhão, J.C. Canas Ferreira, Electronics (2021).","ieee":"D. Granhão and J. C. Canas Ferreira, “Transparent Control Flow Transfer between CPU and Accelerators for HPC,” <i>Electronics</i>, 2021.","chicago":"Granhão, Daniel, and João Canas Canas Ferreira. “Transparent Control Flow Transfer between CPU and Accelerators for HPC.” <i>Electronics</i>, 2021. <a href=\"https://doi.org/10.3390/electronics10040406\">https://doi.org/10.3390/electronics10040406</a>.","ama":"Granhão D, Canas Ferreira JC. Transparent Control Flow Transfer between CPU and Accelerators for HPC. <i>Electronics</i>. 2021. doi:<a href=\"https://doi.org/10.3390/electronics10040406\">10.3390/electronics10040406</a>"},"year":"2021","user_id":"61189","_id":"21208","language":[{"iso":"eng"}],"keyword":["pc2-harp-ressources"],"article_number":"406","publication":"Electronics","type":"journal_article","status":"public","abstract":[{"text":"<jats:p>Heterogeneous platforms with FPGAs have started to be employed in the High-Performance Computing (HPC) field to improve performance and overall efficiency. These platforms allow the use of specialized hardware to accelerate software applications, but require the software to be adapted in what can be a prolonged and complex process. The main goal of this work is to describe and evaluate mechanisms that can transparently transfer the control flow between CPU and FPGA within the scope of HPC. Combining such a mechanism with transparent software profiling and accelerator configuration could lead to an automatic way of accelerating regular applications. In this work, a mechanism based on the ptrace system call is proposed, and its performance on the Intel Xeon+FPGA platform is evaluated. The feasibility of the proposed approach is demonstrated by a working prototype that performs the transparent control flow transfer of any function call to a matching hardware accelerator. This approach is more general than shared library interposition at the cost of a small time overhead in each accelerator use (about 1.3ms in the prototype implementation).</jats:p>","lang":"eng"}]},{"status":"public","type":"journal_article","publication":"Wirtschaftsinformatik & Management","language":[{"iso":"ger"}],"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area C","_id":"4"},{"name":"SFB 901 - Subproject C5","_id":"17"},{"name":"its OWL - Digital Business","_id":"97"}],"_id":"21242","user_id":"477","department":[{"_id":"276"}],"year":"2021","citation":{"apa":"Lüttenberg, H., Beverungen, D., Poniatowski, M., Kundisch, D., &#38; Wünderlich, N. (2021). Drei Strategien zur Etablierung digitaler Plattformen in der Industrie. <i>Wirtschaftsinformatik &#38; Management</i>, <i>13</i>(2), 120–131.","mla":"Lüttenberg, Hedda, et al. “Drei Strategien zur Etablierung digitaler Plattformen in der Industrie.” <i>Wirtschaftsinformatik &#38; Management</i>, vol. 13, no. 2, 2021, pp. 120–31.","bibtex":"@article{Lüttenberg_Beverungen_Poniatowski_Kundisch_Wünderlich_2021, title={Drei Strategien zur Etablierung digitaler Plattformen in der Industrie}, volume={13}, number={2}, journal={Wirtschaftsinformatik &#38; Management}, author={Lüttenberg, Hedda and Beverungen, Daniel and Poniatowski, Martin and Kundisch, Dennis and Wünderlich, Nancy}, year={2021}, pages={120–131} }","short":"H. Lüttenberg, D. Beverungen, M. Poniatowski, D. Kundisch, N. Wünderlich, Wirtschaftsinformatik &#38; Management 13 (2021) 120–131.","ieee":"H. Lüttenberg, D. Beverungen, M. Poniatowski, D. Kundisch, and N. Wünderlich, “Drei Strategien zur Etablierung digitaler Plattformen in der Industrie,” <i>Wirtschaftsinformatik &#38; Management</i>, vol. 13, no. 2, pp. 120–131, 2021.","chicago":"Lüttenberg, Hedda, Daniel Beverungen, Martin Poniatowski, Dennis Kundisch, and Nancy Wünderlich. “Drei Strategien zur Etablierung digitaler Plattformen in der Industrie.” <i>Wirtschaftsinformatik &#38; Management</i> 13, no. 2 (2021): 120–31.","ama":"Lüttenberg H, Beverungen D, Poniatowski M, Kundisch D, Wünderlich N. Drei Strategien zur Etablierung digitaler Plattformen in der Industrie. <i>Wirtschaftsinformatik &#38; Management</i>. 2021;13(2):120-131."},"page":"120-131","intvolume":"        13","publication_status":"published","issue":"2","title":"Drei Strategien zur Etablierung digitaler Plattformen in der Industrie","date_updated":"2022-01-06T06:54:51Z","author":[{"first_name":"Hedda","last_name":"Lüttenberg","id":"60612","full_name":"Lüttenberg, Hedda"},{"last_name":"Beverungen","id":"59677","full_name":"Beverungen, Daniel","first_name":"Daniel"},{"id":"32441","full_name":"Poniatowski, Martin","last_name":"Poniatowski","first_name":"Martin"},{"first_name":"Dennis","id":"21117","full_name":"Kundisch, Dennis","last_name":"Kundisch"},{"first_name":"Nancy","full_name":"Wünderlich, Nancy","id":"36392","last_name":"Wünderlich"}],"date_created":"2021-02-16T13:33:57Z","volume":13},{"place":"Virtual Conference","year":"2021","citation":{"chicago":"Franke, Mario, and Florian Klingler. “HiL Meets Commodity Hardware -- SimbaR for Coupling IEEE 802.11 Radio Channels.” In <i>40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session</i>. Virtual Conference: IEEE, 2021.","ieee":"M. Franke and F. Klingler, “HiL meets Commodity Hardware -- SimbaR for coupling IEEE 802.11 Radio Channels,” in <i>40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session</i>, 2021.","ama":"Franke M, Klingler F. HiL meets Commodity Hardware -- SimbaR for coupling IEEE 802.11 Radio Channels. In: <i>40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session</i>. Virtual Conference: IEEE; 2021.","mla":"Franke, Mario, and Florian Klingler. “HiL Meets Commodity Hardware -- SimbaR for Coupling IEEE 802.11 Radio Channels.” <i>40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session</i>, IEEE, 2021.","bibtex":"@inproceedings{Franke_Klingler_2021, place={Virtual Conference}, title={HiL meets Commodity Hardware -- SimbaR for coupling IEEE 802.11 Radio Channels}, booktitle={40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session}, publisher={IEEE}, author={Franke, Mario and Klingler, Florian}, year={2021} }","short":"M. Franke, F. Klingler, in: 40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session, IEEE, Virtual Conference, 2021.","apa":"Franke, M., &#38; Klingler, F. (2021). HiL meets Commodity Hardware -- SimbaR for coupling IEEE 802.11 Radio Channels. In <i>40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session</i>. Virtual Conference: IEEE."},"title":"HiL meets Commodity Hardware -- SimbaR for coupling IEEE 802.11 Radio Channels","publisher":"IEEE","date_updated":"2022-01-06T06:54:51Z","author":[{"full_name":"Franke, Mario","last_name":"Franke","first_name":"Mario"},{"last_name":"Klingler","full_name":"Klingler, Florian","first_name":"Florian"}],"date_created":"2021-02-17T21:45:20Z","status":"public","type":"conference","publication":"40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session","_id":"21258","user_id":"49153"},{"place":"Virtual Conference","year":"2021","citation":{"ama":"Klingler F, Schettler M, Dimce S, Amjad MS, Dressler F. mmWave on the Road -- Field Testing IEEE 802.11ad WLAN at 60 GHz. In: <i>40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session</i>. Virtual Conference: IEEE; 2021.","chicago":"Klingler, Florian, Max Schettler, Sigrid Dimce, Muhammad Sohaib Amjad, and Falko Dressler. “MmWave on the Road -- Field Testing IEEE 802.11ad WLAN at 60 GHz.” In <i>40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session</i>. Virtual Conference: IEEE, 2021.","ieee":"F. Klingler, M. Schettler, S. Dimce, M. S. Amjad, and F. Dressler, “mmWave on the Road -- Field Testing IEEE 802.11ad WLAN at 60 GHz,” in <i>40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session</i>, 2021.","apa":"Klingler, F., Schettler, M., Dimce, S., Amjad, M. S., &#38; Dressler, F. (2021). mmWave on the Road -- Field Testing IEEE 802.11ad WLAN at 60 GHz. In <i>40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session</i>. Virtual Conference: IEEE.","short":"F. Klingler, M. Schettler, S. Dimce, M.S. Amjad, F. Dressler, in: 40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session, IEEE, Virtual Conference, 2021.","mla":"Klingler, Florian, et al. “MmWave on the Road -- Field Testing IEEE 802.11ad WLAN at 60 GHz.” <i>40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session</i>, IEEE, 2021.","bibtex":"@inproceedings{Klingler_Schettler_Dimce_Amjad_Dressler_2021, place={Virtual Conference}, title={mmWave on the Road -- Field Testing IEEE 802.11ad WLAN at 60 GHz}, booktitle={40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session}, publisher={IEEE}, author={Klingler, Florian and Schettler, Max and Dimce, Sigrid and Amjad, Muhammad Sohaib and Dressler, Falko}, year={2021} }"},"date_updated":"2022-01-06T06:54:51Z","publisher":"IEEE","date_created":"2021-02-17T21:46:01Z","author":[{"full_name":"Klingler, Florian","last_name":"Klingler","first_name":"Florian"},{"full_name":"Schettler, Max","last_name":"Schettler","first_name":"Max"},{"full_name":"Dimce, Sigrid","last_name":"Dimce","first_name":"Sigrid"},{"full_name":"Amjad, Muhammad Sohaib","last_name":"Amjad","first_name":"Muhammad Sohaib"},{"full_name":"Dressler, Falko","last_name":"Dressler","first_name":"Falko"}],"title":"mmWave on the Road -- Field Testing IEEE 802.11ad WLAN at 60 GHz","type":"conference","publication":"40th IEEE International Conference on Computer Communications (INFOCOM 2021), Poster Session","status":"public","_id":"21259","user_id":"49153"},{"citation":{"ama":"zur Heiden P, Winter D. Discovering Geographical Patterns of Retailers’ Locations for Successful Retail in City Centers. In: <i>Proceedings of the 16th International Conference on Wirtschaftsinformatik</i>. ; 2021.","ieee":"P. zur Heiden and D. Winter, “Discovering Geographical Patterns of Retailers’ Locations for Successful Retail in City Centers,” in <i>Proceedings of the 16th International Conference on Wirtschaftsinformatik</i>, 2021.","chicago":"Heiden, Philipp zur, and Daniel Winter. “Discovering Geographical Patterns of Retailers’ Locations for Successful Retail in City Centers.” In <i>Proceedings of the 16th International Conference on Wirtschaftsinformatik</i>, 2021.","apa":"zur Heiden, P., &#38; Winter, D. (2021). Discovering Geographical Patterns of Retailers’ Locations for Successful Retail in City Centers. In <i>Proceedings of the 16th International Conference on Wirtschaftsinformatik</i>.","mla":"zur Heiden, Philipp, and Daniel Winter. “Discovering Geographical Patterns of Retailers’ Locations for Successful Retail in City Centers.” <i>Proceedings of the 16th International Conference on Wirtschaftsinformatik</i>, 2021.","short":"P. zur Heiden, D. Winter, in: Proceedings of the 16th International Conference on Wirtschaftsinformatik, 2021.","bibtex":"@inproceedings{zur Heiden_Winter_2021, title={Discovering Geographical Patterns of Retailers’ Locations for Successful Retail in City Centers}, booktitle={Proceedings of the 16th International Conference on Wirtschaftsinformatik}, author={zur Heiden, Philipp and Winter, Daniel}, year={2021} }"},"year":"2021","date_created":"2021-02-22T10:45:55Z","author":[{"last_name":"zur Heiden","full_name":"zur Heiden, Philipp","id":"64394","first_name":"Philipp"},{"first_name":"Daniel","last_name":"Winter","full_name":"Winter, Daniel"}],"date_updated":"2022-01-06T06:54:52Z","main_file_link":[{"url":"https://aisel.aisnet.org/wi2021/UDigitalRetail/Track06/1/  "}],"title":"Discovering Geographical Patterns of Retailers' Locations for Successful Retail in City Centers","type":"conference","publication":"Proceedings of the 16th International Conference on Wirtschaftsinformatik","status":"public","user_id":"64394","_id":"21263","language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"_id":"21264","user_id":"35756","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:sec>\n                <jats:title>Background</jats:title>\n                <jats:p>Hand amputation can have a truly debilitating impact on the life of the affected person. A multifunctional myoelectric prosthesis controlled using pattern classification can be used to restore some of the lost motor abilities. However, learning to control an advanced prosthesis can be a challenging task, but virtual and augmented reality (AR) provide means to create an engaging and motivating training.</jats:p>\n              </jats:sec><jats:sec>\n                <jats:title>Methods</jats:title>\n                <jats:p>In this study, we present a novel training framework that integrates virtual elements within a real scene (AR) while allowing the view from the first-person perspective. The framework was evaluated in 13 able-bodied subjects and a limb-deficient person divided into intervention (IG) and control (CG) groups. The IG received training by performing simulated clothespin task and both groups conducted a pre- and posttest with a real prosthesis. When training with the AR, the subjects received visual feedback on the generated grasping force. The main outcome measure was the number of pins that were successfully transferred within 20 min (task duration), while the number of dropped and broken pins were also registered. The participants were asked to score the difficulty of the real task (posttest), fun-factor and motivation, as well as the utility of the feedback.</jats:p>\n              </jats:sec><jats:sec>\n                <jats:title>Results</jats:title>\n                <jats:p>The performance (median/interquartile range) consistently increased during the training sessions (4/3 to 22/4). While the results were similar for the two groups in the pretest, the performance improved in the posttest only in IG. In addition, the subjects in IG transferred significantly more pins (28/10.5 versus 14.5/11), and dropped (1/2.5 versus 3.5/2) and broke (5/3.8 versus 14.5/9) significantly fewer pins in the posttest compared to CG. The participants in IG assigned (mean ± std) significantly lower scores to the difficulty compared to CG (5.2 ± 1.9 versus 7.1 ± 0.9), and they highly rated the fun factor (8.7 ± 1.3) and usefulness of feedback (8.5 ± 1.7).</jats:p>\n              </jats:sec><jats:sec>\n                <jats:title>Conclusion</jats:title>\n                <jats:p>The results demonstrated that the proposed AR system allows for the transfer of skills from the simulated to the real task while providing a positive user experience. The present study demonstrates the effectiveness and flexibility of the proposed AR framework. Importantly, the developed system is open source and available for download and further development.</jats:p>\n              </jats:sec>"}],"status":"public","type":"journal_article","publication":"Journal of NeuroEngineering and Rehabilitation","title":"Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis","doi":"10.1186/s12984-021-00822-6","date_updated":"2022-01-06T06:54:52Z","date_created":"2021-02-22T10:43:02Z","author":[{"first_name":"Alexander","last_name":"Boschmann","full_name":"Boschmann, Alexander"},{"first_name":"Dorothee","last_name":"Neuhaus","full_name":"Neuhaus, Dorothee"},{"first_name":"Sarah","full_name":"Vogt, Sarah","last_name":"Vogt"},{"first_name":"Christian","full_name":"Kaltschmidt, Christian","last_name":"Kaltschmidt"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"},{"last_name":"Dosen","full_name":"Dosen, Strahinja","first_name":"Strahinja"}],"year":"2021","citation":{"ama":"Boschmann A, Neuhaus D, Vogt S, Kaltschmidt C, Platzner M, Dosen S. Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis. <i>Journal of NeuroEngineering and Rehabilitation</i>. 2021. doi:<a href=\"https://doi.org/10.1186/s12984-021-00822-6\">10.1186/s12984-021-00822-6</a>","chicago":"Boschmann, Alexander, Dorothee Neuhaus, Sarah Vogt, Christian Kaltschmidt, Marco Platzner, and Strahinja Dosen. “Immersive Augmented Reality System for the Training of Pattern Classification Control with a Myoelectric Prosthesis.” <i>Journal of NeuroEngineering and Rehabilitation</i>, 2021. <a href=\"https://doi.org/10.1186/s12984-021-00822-6\">https://doi.org/10.1186/s12984-021-00822-6</a>.","ieee":"A. Boschmann, D. Neuhaus, S. Vogt, C. Kaltschmidt, M. Platzner, and S. Dosen, “Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis,” <i>Journal of NeuroEngineering and Rehabilitation</i>, 2021.","apa":"Boschmann, A., Neuhaus, D., Vogt, S., Kaltschmidt, C., Platzner, M., &#38; Dosen, S. (2021). Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis. <i>Journal of NeuroEngineering and Rehabilitation</i>. <a href=\"https://doi.org/10.1186/s12984-021-00822-6\">https://doi.org/10.1186/s12984-021-00822-6</a>","short":"A. Boschmann, D. Neuhaus, S. Vogt, C. Kaltschmidt, M. Platzner, S. Dosen, Journal of NeuroEngineering and Rehabilitation (2021).","mla":"Boschmann, Alexander, et al. “Immersive Augmented Reality System for the Training of Pattern Classification Control with a Myoelectric Prosthesis.” <i>Journal of NeuroEngineering and Rehabilitation</i>, 2021, doi:<a href=\"https://doi.org/10.1186/s12984-021-00822-6\">10.1186/s12984-021-00822-6</a>.","bibtex":"@article{Boschmann_Neuhaus_Vogt_Kaltschmidt_Platzner_Dosen_2021, title={Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis}, DOI={<a href=\"https://doi.org/10.1186/s12984-021-00822-6\">10.1186/s12984-021-00822-6</a>}, journal={Journal of NeuroEngineering and Rehabilitation}, author={Boschmann, Alexander and Neuhaus, Dorothee and Vogt, Sarah and Kaltschmidt, Christian and Platzner, Marco and Dosen, Strahinja}, year={2021} }"},"publication_status":"published","publication_identifier":{"issn":["1743-0003"]}},{"author":[{"full_name":"Masendorf, Lukas","last_name":"Masendorf","first_name":"Lukas"},{"full_name":"Wächter, Michael","last_name":"Wächter","first_name":"Michael"},{"first_name":"Alfons","last_name":"Esderts","full_name":"Esderts, Alfons"},{"first_name":"Mortaza","last_name":"Otroshi","orcid":"0000-0002-8652-9209","full_name":"Otroshi, Mortaza","id":"71269"},{"first_name":"Gerson","id":"32056","full_name":"Meschut, Gerson","orcid":"0000-0002-2763-1246","last_name":"Meschut"}],"date_created":"2021-02-25T15:48:41Z","date_updated":"2022-01-06T06:54:52Z","conference":{"name":"4. Symposium Materialtechnik","start_date":"2021-02-25","end_date":"2021-02-26"},"title":"Simulationsbasierte Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung unter zyklischer Belastung","publication_status":"published","citation":{"bibtex":"@inproceedings{Masendorf_Wächter_Esderts_Otroshi_Meschut_2021, title={Simulationsbasierte Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung unter zyklischer Belastung}, author={Masendorf, Lukas and Wächter, Michael and Esderts, Alfons and Otroshi, Mortaza and Meschut, Gerson}, year={2021} }","mla":"Masendorf, Lukas, et al. <i>Simulationsbasierte Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung unter zyklischer Belastung</i>. 2021.","short":"L. Masendorf, M. Wächter, A. Esderts, M. Otroshi, G. Meschut, in: 2021.","apa":"Masendorf, L., Wächter, M., Esderts, A., Otroshi, M., &#38; Meschut, G. (2021). Simulationsbasierte Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung unter zyklischer Belastung. Presented at the 4. Symposium Materialtechnik.","chicago":"Masendorf, Lukas, Michael Wächter, Alfons Esderts, Mortaza Otroshi, and Gerson Meschut. “Simulationsbasierte Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung unter zyklischer Belastung,” 2021.","ieee":"L. Masendorf, M. Wächter, A. Esderts, M. Otroshi, and G. Meschut, “Simulationsbasierte Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung unter zyklischer Belastung,” presented at the 4. Symposium Materialtechnik, 2021.","ama":"Masendorf L, Wächter M, Esderts A, Otroshi M, Meschut G. Simulationsbasierte Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung unter zyklischer Belastung. In: ; 2021."},"year":"2021","user_id":"71269","department":[{"_id":"157"}],"_id":"21280","language":[{"iso":"ger"}],"type":"conference","status":"public"},{"extern":"1","language":[{"iso":"eng"}],"department":[{"_id":"646"}],"user_id":"88831","_id":"21284","status":"public","publication":"Electronic Markets","type":"journal_article","title":"Hybrid Intelligence in Hospitals: Towards a Research Agenda for Collaboration and Team-Building","author":[{"first_name":"Milad","id":"88691","full_name":"Mirbabaie, Milad","last_name":"Mirbabaie"},{"last_name":"Stieglitz","full_name":"Stieglitz, S.","first_name":"S."},{"last_name":"Frick","full_name":"Frick, N.","first_name":"N."}],"date_created":"2021-02-26T11:23:50Z","date_updated":"2022-01-06T06:54:52Z","citation":{"apa":"Mirbabaie, M., Stieglitz, S., &#38; Frick, N. (2021). Hybrid Intelligence in Hospitals: Towards a Research Agenda for Collaboration and Team-Building. <i>Electronic Markets</i>.","mla":"Mirbabaie, Milad, et al. “Hybrid Intelligence in Hospitals: Towards a Research Agenda for Collaboration and Team-Building.” <i>Electronic Markets</i>, 2021.","bibtex":"@article{Mirbabaie_Stieglitz_Frick_2021, title={Hybrid Intelligence in Hospitals: Towards a Research Agenda for Collaboration and Team-Building}, journal={Electronic Markets}, author={Mirbabaie, Milad and Stieglitz, S. and Frick, N.}, year={2021} }","short":"M. Mirbabaie, S. Stieglitz, N. Frick, Electronic Markets (2021).","chicago":"Mirbabaie, Milad, S. Stieglitz, and N. Frick. “Hybrid Intelligence in Hospitals: Towards a Research Agenda for Collaboration and Team-Building.” <i>Electronic Markets</i>, 2021.","ieee":"M. Mirbabaie, S. Stieglitz, and N. 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