[{"language":[{"iso":"eng"}],"ddc":["004"],"publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","file":[{"access_level":"open_access","file_name":"B3-Chapter-SFB-Buch-Final.pdf","file_id":"45887","file_size":370888,"date_created":"2023-07-07T07:55:57Z","creator":"florida","date_updated":"2023-07-07T11:19:40Z","relation":"main_file","content_type":"application/pdf"}],"date_created":"2023-07-07T07:56:08Z","publisher":"Heinz Nixdorf Institut, Universität Paderborn","title":"Composition Analysis in Unknown Contexts","year":"2023","department":[{"_id":"7"}],"series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","user_id":"477","_id":"45886","project":[{"name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1","grant_number":"160364472"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"name":"SFB 901 - B3: SFB 901 - Subproject B3","_id":"11"}],"file_date_updated":"2023-07-07T11:19:40Z","type":"book_chapter","status":"public","editor":[{"first_name":"Claus-Jochen","full_name":"Haake, Claus-Jochen","last_name":"Haake"},{"first_name":"Friedhelm","last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm"},{"full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"},{"full_name":"Wachsmuth, Henning","last_name":"Wachsmuth","first_name":"Henning"},{"first_name":"Heike","last_name":"Wehrheim","full_name":"Wehrheim, Heike"}],"volume":412,"author":[{"full_name":"Wehrheim, Heike","id":"573","last_name":"Wehrheim","first_name":"Heike"},{"last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","id":"48129","first_name":"Eyke"},{"full_name":"Becker, Steffen","last_name":"Becker","first_name":"Steffen"},{"first_name":"Matthias","last_name":"Becker","full_name":"Becker, Matthias"},{"id":"50003","full_name":"Richter, Cedric","last_name":"Richter","first_name":"Cedric"},{"first_name":"Arnab","full_name":"Sharma, Arnab","id":"67200","last_name":"Sharma"}],"oa":"1","date_updated":"2023-07-07T11:19:40Z","doi":"10.5281/zenodo.8068510","has_accepted_license":"1","intvolume":"       412","page":"105-123","citation":{"bibtex":"@inbook{Wehrheim_Hüllermeier_Becker_Becker_Richter_Sharma_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Composition Analysis in Unknown Contexts}, volume={412}, DOI={<a href=\"https://doi.org/10.5281/zenodo.8068510\">10.5281/zenodo.8068510</a>}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Wehrheim, Heike and Hüllermeier, Eyke and Becker, Steffen and Becker, Matthias and Richter, Cedric and Sharma, Arnab}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={105–123}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","mla":"Wehrheim, Heike, et al. “Composition Analysis in Unknown Contexts.” <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 105–23, doi:<a href=\"https://doi.org/10.5281/zenodo.8068510\">10.5281/zenodo.8068510</a>.","short":"H. Wehrheim, E. Hüllermeier, S. Becker, M. Becker, C. Richter, A. Sharma, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 105–123.","apa":"Wehrheim, H., Hüllermeier, E., Becker, S., Becker, M., Richter, C., &#38; Sharma, A. (2023). Composition Analysis in Unknown Contexts. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412, pp. 105–123). Heinz Nixdorf Institut, Universität Paderborn. <a href=\"https://doi.org/10.5281/zenodo.8068510\">https://doi.org/10.5281/zenodo.8068510</a>","ama":"Wehrheim H, Hüllermeier E, Becker S, Becker M, Richter C, Sharma A. Composition Analysis in Unknown Contexts. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:105-123. doi:<a href=\"https://doi.org/10.5281/zenodo.8068510\">10.5281/zenodo.8068510</a>","chicago":"Wehrheim, Heike, Eyke Hüllermeier, Steffen Becker, Matthias Becker, Cedric Richter, and Arnab Sharma. “Composition Analysis in Unknown Contexts.” In <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:105–23. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.5281/zenodo.8068510\">https://doi.org/10.5281/zenodo.8068510</a>.","ieee":"H. Wehrheim, E. Hüllermeier, S. Becker, M. Becker, C. Richter, and A. Sharma, “Composition Analysis in Unknown Contexts,” in <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 105–123."},"place":"Paderborn"},{"citation":{"bibtex":"@article{Lienen_Hüllermeier_2023, title={Mitigating Label Noise through Data Ambiguation}, journal={arXiv:2305.13764}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2023} }","short":"J. Lienen, E. Hüllermeier, ArXiv:2305.13764 (2023).","mla":"Lienen, Julian, and Eyke Hüllermeier. “Mitigating Label Noise through Data Ambiguation.” <i>ArXiv:2305.13764</i>, 2023.","apa":"Lienen, J., &#38; Hüllermeier, E. (2023). Mitigating Label Noise through Data Ambiguation. In <i>arXiv:2305.13764</i>.","ieee":"J. Lienen and E. Hüllermeier, “Mitigating Label Noise through Data Ambiguation,” <i>arXiv:2305.13764</i>. 2023.","chicago":"Lienen, Julian, and Eyke Hüllermeier. “Mitigating Label Noise through Data Ambiguation.” <i>ArXiv:2305.13764</i>, 2023.","ama":"Lienen J, Hüllermeier E. Mitigating Label Noise through Data Ambiguation. <i>arXiv:230513764</i>. Published online 2023."},"year":"2023","author":[{"last_name":"Lienen","id":"44040","full_name":"Lienen, Julian","first_name":"Julian"},{"full_name":"Hüllermeier, Eyke","id":"48129","last_name":"Hüllermeier","first_name":"Eyke"}],"date_created":"2023-07-09T11:25:48Z","date_updated":"2023-07-09T11:26:21Z","oa":"1","main_file_link":[{"open_access":"1","url":"https://arxiv.org/abs/2305.13764"}],"title":"Mitigating Label Noise through Data Ambiguation","type":"preprint","publication":"arXiv:2305.13764","status":"public","abstract":[{"text":"Label noise poses an important challenge in machine learning, especially in\r\ndeep learning, in which large models with high expressive power dominate the\r\nfield. Models of that kind are prone to memorizing incorrect labels, thereby\r\nharming generalization performance. Many methods have been proposed to address\r\nthis problem, including robust loss functions and more complex label correction\r\napproaches. Robust loss functions are appealing due to their simplicity, but\r\ntypically lack flexibility, while label correction usually adds substantial\r\ncomplexity to the training setup. In this paper, we suggest to address the\r\nshortcomings of both methodologies by \"ambiguating\" the target information,\r\nadding additional, complementary candidate labels in case the learner is not\r\nsufficiently convinced of the observed training label. More precisely, we\r\nleverage the framework of so-called superset learning to construct set-valued\r\ntargets based on a confidence threshold, which deliver imprecise yet more\r\nreliable beliefs about the ground-truth, effectively helping the learner to\r\nsuppress the memorization effect. In an extensive empirical evaluation, our\r\nmethod demonstrates favorable learning behavior on synthetic and real-world\r\nnoise, confirming the effectiveness in detecting and correcting erroneous\r\ntraining labels.","lang":"eng"}],"user_id":"44040","external_id":{"arxiv":["2305.13764"]},"_id":"45911","language":[{"iso":"eng"}]},{"user_id":"398","department":[{"_id":"78"}],"project":[{"name":"SFB 901 - T1: SFB 901 -Subproject T1","_id":"83"},{"_id":"82","name":"SFB 901 - T: SFB 901 - Project Area T"},{"_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","grant_number":"160364472"}],"_id":"45917","language":[{"iso":"eng"}],"type":"mastersthesis","status":"public","supervisor":[{"last_name":"Platzner","full_name":"Platzner, Marco ","first_name":"Marco "}],"author":[{"first_name":"Masood","last_name":"Raeisi Nafchi","full_name":"Raeisi Nafchi, Masood"}],"date_created":"2023-07-09T13:01:10Z","publisher":"Paderborn University","date_updated":"2023-07-09T13:07:25Z","title":"Reconfigurable Random Forest Implementation on FPGA","citation":{"ama":"Raeisi Nafchi M. <i>Reconfigurable Random Forest Implementation on FPGA</i>. Paderborn University; 2023.","ieee":"M. Raeisi Nafchi, <i>Reconfigurable Random Forest Implementation on FPGA</i>. Paderborn University, 2023.","chicago":"Raeisi Nafchi, Masood. <i>Reconfigurable Random Forest Implementation on FPGA</i>. Paderborn University, 2023.","bibtex":"@book{Raeisi Nafchi_2023, title={Reconfigurable Random Forest Implementation on FPGA}, publisher={Paderborn University}, author={Raeisi Nafchi, Masood}, year={2023} }","short":"M. Raeisi Nafchi, Reconfigurable Random Forest Implementation on FPGA, Paderborn University, 2023.","mla":"Raeisi Nafchi, Masood. <i>Reconfigurable Random Forest Implementation on FPGA</i>. Paderborn University, 2023.","apa":"Raeisi Nafchi, M. (2023). <i>Reconfigurable Random Forest Implementation on FPGA</i>. Paderborn University."},"year":"2023"},{"type":"mastersthesis","status":"public","_id":"45916","project":[{"name":"SFB 901 - T1: SFB 901 -Subproject T1","_id":"83"},{"name":"SFB 901 - T: SFB 901 - Project Area T","_id":"82"},{"grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1"}],"department":[{"_id":"78"}],"user_id":"398","language":[{"iso":"eng"}],"year":"2023","citation":{"ama":"Yadalam Murali Kumar N. <i>Data Analytics for Predictive Maintenance of Time Series Data</i>. Paderborn University; 2023.","chicago":"Yadalam Murali Kumar, Nihal. <i>Data Analytics for Predictive Maintenance of Time Series Data</i>. Paderborn University, 2023.","ieee":"N. Yadalam Murali Kumar, <i>Data Analytics for Predictive Maintenance of Time Series Data</i>. Paderborn University, 2023.","short":"N. Yadalam Murali Kumar, Data Analytics for Predictive Maintenance of Time Series Data, Paderborn University, 2023.","mla":"Yadalam Murali Kumar, Nihal. <i>Data Analytics for Predictive Maintenance of Time Series Data</i>. Paderborn University, 2023.","bibtex":"@book{Yadalam Murali Kumar_2023, title={Data Analytics for Predictive Maintenance of Time Series Data}, publisher={Paderborn University}, author={Yadalam Murali Kumar, Nihal}, year={2023} }","apa":"Yadalam Murali Kumar, N. (2023). <i>Data Analytics for Predictive Maintenance of Time Series Data</i>. Paderborn University."},"publisher":"Paderborn University","date_updated":"2023-07-09T13:06:37Z","date_created":"2023-07-09T12:59:28Z","author":[{"last_name":"Yadalam Murali Kumar","full_name":"Yadalam Murali Kumar, Nihal","first_name":"Nihal"}],"title":"Data Analytics for Predictive Maintenance of Time Series Data"},{"title":"Design approach to extend and decarbonise existing district heating systems - case study for German cities","doi":"10.54337/ijsepm.7655","publisher":"Aalborg University","date_updated":"2023-07-10T11:18:18Z","volume":38,"author":[{"first_name":"Denis","id":"89059","full_name":"Divkovic, Denis","last_name":"Divkovic"},{"first_name":"Lukas","full_name":"Knorr, Lukas","id":"90391","last_name":"Knorr"},{"id":"86954","full_name":"Meschede, Henning","last_name":"Meschede","orcid":"0000-0002-1538-089X","first_name":"Henning"}],"date_created":"2023-07-10T11:17:20Z","year":"2023","intvolume":"        38","page":"141-156","citation":{"ieee":"D. Divkovic, L. Knorr, and H. Meschede, “Design approach to extend and decarbonise existing district heating systems - case study for German cities,” <i>International Journal of Sustainable Energy Planning and Management</i>, vol. 38, pp. 141–156, 2023, doi: <a href=\"https://doi.org/10.54337/ijsepm.7655\">10.54337/ijsepm.7655</a>.","chicago":"Divkovic, Denis, Lukas Knorr, and Henning Meschede. “Design Approach to Extend and Decarbonise Existing District Heating Systems - Case Study for German Cities.” <i>International Journal of Sustainable Energy Planning and Management</i> 38 (2023): 141–56. <a href=\"https://doi.org/10.54337/ijsepm.7655\">https://doi.org/10.54337/ijsepm.7655</a>.","ama":"Divkovic D, Knorr L, Meschede H. Design approach to extend and decarbonise existing district heating systems - case study for German cities. <i>International Journal of Sustainable Energy Planning and Management</i>. 2023;38:141-156. doi:<a href=\"https://doi.org/10.54337/ijsepm.7655\">10.54337/ijsepm.7655</a>","mla":"Divkovic, Denis, et al. “Design Approach to Extend and Decarbonise Existing District Heating Systems - Case Study for German Cities.” <i>International Journal of Sustainable Energy Planning and Management</i>, vol. 38, Aalborg University, 2023, pp. 141–56, doi:<a href=\"https://doi.org/10.54337/ijsepm.7655\">10.54337/ijsepm.7655</a>.","short":"D. Divkovic, L. Knorr, H. Meschede, International Journal of Sustainable Energy Planning and Management 38 (2023) 141–156.","bibtex":"@article{Divkovic_Knorr_Meschede_2023, title={Design approach to extend and decarbonise existing district heating systems - case study for German cities}, volume={38}, DOI={<a href=\"https://doi.org/10.54337/ijsepm.7655\">10.54337/ijsepm.7655</a>}, journal={International Journal of Sustainable Energy Planning and Management}, publisher={Aalborg University}, author={Divkovic, Denis and Knorr, Lukas and Meschede, Henning}, year={2023}, pages={141–156} }","apa":"Divkovic, D., Knorr, L., &#38; Meschede, H. (2023). Design approach to extend and decarbonise existing district heating systems - case study for German cities. <i>International Journal of Sustainable Energy Planning and Management</i>, <i>38</i>, 141–156. <a href=\"https://doi.org/10.54337/ijsepm.7655\">https://doi.org/10.54337/ijsepm.7655</a>"},"publication_identifier":{"issn":["2246-2929"]},"publication_status":"published","keyword":["Energy Engineering and Power Technology","Renewable Energy","Sustainability and the Environment","Geography","Planning and Development"],"language":[{"iso":"eng"}],"_id":"45931","user_id":"86954","abstract":[{"text":"<jats:p>This paper aims to present an approach for the planning of carbon low heat supply in a future district heating system based on open data for German cities with existing district heating networks. One focus is on the integration of industrial waste heat and the uncertainty of future waste heat sources as well as restrictions on the use of biomass. For that purpose, knowledge about the energy demand is necessary. In a first step it is shown how the demand around a heating network is estimated with spatial data and a load profile is generated. Local available heat sources are examined according to their suitability and their kind of integration in the heating network. As heat production from different units are optimised, the development of a simulation model will be presented. The simulation is based on the optimisation of the operational costs of the used technologies for heating supply. Different scenarios covering various technologies and economic assumptions are applied. The results show the levelized costs of heating as well as the ecological performance. A sensitivity analysis shows the importance of uncertainties for the economic assumptions. The results showing levelized costs of heating as well as the ecological performance underlining the advantage of excess heat integration.</jats:p>","lang":"eng"}],"status":"public","publication":"International Journal of Sustainable Energy Planning and Management","type":"journal_article"},{"type":"journal_article","status":"public","_id":"45981","user_id":"91663","alternative_title":["“Strong like a lioness in pregnancy!” Activating personal resources and reducing stress with the Zurich Resource Model (ZRM®) - an uncontrolled intervention study"],"file_date_updated":"2023-07-10T16:46:54Z","publication_status":"published","publication_identifier":{"issn":["1861-6755","1861-6763"]},"has_accepted_license":"1","citation":{"apa":"Schneider, T., Weber, J., &#38; Bauer, N. H. (2023). „Löwenstark in der Schwangerschaft!“ Ressourcenaktivierung und Stressreduktion mit dem Zürcher Ressourcen Modell (ZRM®) – eine unkontrollierte Interventionsstudie . <i>Prävention und Gesundheitsförderung</i>. <a href=\"https://doi.org/10.1007/s11553-023-01058-z\">https://doi.org/10.1007/s11553-023-01058-z</a>","mla":"Schneider, Tamara, et al. “„Löwenstark in der Schwangerschaft!“ Ressourcenaktivierung und Stressreduktion mit dem Zürcher Ressourcen Modell (ZRM®) – eine unkontrollierte Interventionsstudie .” <i>Prävention und Gesundheitsförderung</i>, Springer Science and Business Media LLC, 2023, doi:<a href=\"https://doi.org/10.1007/s11553-023-01058-z\">10.1007/s11553-023-01058-z</a>.","short":"T. Schneider, J. Weber, N.H. Bauer, Prävention und Gesundheitsförderung (2023).","bibtex":"@article{Schneider_Weber_Bauer_2023, title={„Löwenstark in der Schwangerschaft!“ Ressourcenaktivierung und Stressreduktion mit dem Zürcher Ressourcen Modell (ZRM®) – eine unkontrollierte Interventionsstudie }, DOI={<a href=\"https://doi.org/10.1007/s11553-023-01058-z\">10.1007/s11553-023-01058-z</a>}, journal={Prävention und Gesundheitsförderung}, publisher={Springer Science and Business Media LLC}, author={Schneider, Tamara and Weber, Julia and Bauer, Nicola H.}, year={2023} }","ama":"Schneider T, Weber J, Bauer NH. „Löwenstark in der Schwangerschaft!“ Ressourcenaktivierung und Stressreduktion mit dem Zürcher Ressourcen Modell (ZRM®) – eine unkontrollierte Interventionsstudie . <i>Prävention und Gesundheitsförderung</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1007/s11553-023-01058-z\">10.1007/s11553-023-01058-z</a>","ieee":"T. Schneider, J. Weber, and N. H. Bauer, “„Löwenstark in der Schwangerschaft!“ Ressourcenaktivierung und Stressreduktion mit dem Zürcher Ressourcen Modell (ZRM®) – eine unkontrollierte Interventionsstudie ,” <i>Prävention und Gesundheitsförderung</i>, 2023, doi: <a href=\"https://doi.org/10.1007/s11553-023-01058-z\">10.1007/s11553-023-01058-z</a>.","chicago":"Schneider, Tamara, Julia Weber, and Nicola H. Bauer. “„Löwenstark in der Schwangerschaft!“ Ressourcenaktivierung und Stressreduktion mit dem Zürcher Ressourcen Modell (ZRM®) – eine unkontrollierte Interventionsstudie .” <i>Prävention und Gesundheitsförderung</i>, 2023. <a href=\"https://doi.org/10.1007/s11553-023-01058-z\">https://doi.org/10.1007/s11553-023-01058-z</a>."},"date_updated":"2023-07-10T16:47:28Z","author":[{"first_name":"Tamara","last_name":"Schneider","full_name":"Schneider, Tamara","id":"91663"},{"last_name":"Weber","full_name":"Weber, Julia","first_name":"Julia"},{"last_name":"Bauer","full_name":"Bauer, Nicola H.","first_name":"Nicola H."}],"doi":"10.1007/s11553-023-01058-z","publication":"Prävention und Gesundheitsförderung","abstract":[{"lang":"ger","text":"Jede Schwangerschaft bringt physische, psychische und soziale Veränderungen mit sich. Diese können zu Stress und ambivalenten Gefühlen bei  Schwangeren führen, die einen starken Einfluss auf das Wohlbefinden und die Gesundheit von Mutter und Kind haben. Zur Förderung eines komplikationslosen Verlaufs der Schwangerschaft wird in der Forschungsliteratur die Stärkung der gesundheitlichen Ressourcen gefordert. Das Zürcher Ressourcen Modell (ZRM) ist ein ressourcenaktivierendes Selbstmanagementtraining, welches nach aktuellen Studienergebnissen die Gefühlsregulierung unterstützen und Stress reduzieren kann. Ziel dieser Studie war die erstmalige Wirksamkeitsprüfung des ZRM in der Schwangerschaft. Angenommen wurde, dass durch die Aktivierung der persönlichen Ressourcen der Schwangeren das Stresserleben reduziert und das subjektive Wohlbefinden gesteigert werden kann. Die Konstrukte „Stress“ und „Wohlbefinden“ wurden anhand von fünf psychometrischen Parametern operationalisiert. Durchgeführt wurde eine quasiexperimentelle unkontrollierte 6‑stündige Online-Interventionsstudie mit dem ZRM im Januar 2021 an <jats:italic>N</jats:italic> = 32 Schwangeren, basierend auf einem Prä-Post-Follow-up-Design. Zur Überprüfung der gebildeten Hypothesen wurden einfaktorielle Varianzanalysen (rmANOVAs) durchgeführt.\r\nDie 1-faktoriellen rmANOVAs ergaben, dass die ZRM-Intervention das Stresserleben allgemein und schwangerschaftsspezifisch sowie das Angsterleben signifikant senken konnte. Handlungsorientierung nach Misserfolg und emotionales Wohlbefinden konnten signifikant gesteigert werden. Hinsichtlich der subjektiven Vitalität ließ sich lediglich deskriptiv eine Steigerung der Werte verzeichnen.\r\nDie ZRM-Intervention erwies sich als wirksame Methode zur Optimierung der Stressbewältigung und Steigerung des Wohlbefindens während der Schwangerschaft. Es kann zielführend sein, das ZRM-Training als Ergänzung zur üblichen Geburtsvorbereitung  einzusetzen. Zukünftige Forschungsarbeiten sollten v. a. die Übertragbarkeit der Ergebnisse unter Einbindung einer Kontrollgruppe sicherstellen."}],"file":[{"file_size":954502,"file_id":"45982","access_level":"closed","file_name":"2023_Schneider et al._SRE-Studie.pdf","date_updated":"2023-07-10T16:46:54Z","date_created":"2023-07-10T16:46:54Z","creator":"taschn","success":1,"relation":"main_file","content_type":"application/pdf"}],"ddc":["150"],"keyword":["Public Health","Environmental and Occupational Health"],"language":[{"iso":"ger"}],"year":"2023","publisher":"Springer Science and Business Media LLC","date_created":"2023-07-10T16:42:35Z","title":"„Löwenstark in der Schwangerschaft!“ Ressourcenaktivierung und Stressreduktion mit dem Zürcher Ressourcen Modell (ZRM®) – eine unkontrollierte Interventionsstudie "},{"year":"2023","issue":"34","title":"The Optimal Depth of Variational Quantum Algorithms Is QCMA-Hard to Approximate","date_created":"2022-11-24T08:07:56Z","abstract":[{"text":"Variational Quantum Algorithms (VQAs), such as the Quantum Approximate\r\nOptimization Algorithm (QAOA) of [Farhi, Goldstone, Gutmann, 2014], have seen\r\nintense study towards near-term applications on quantum hardware. A crucial\r\nparameter for VQAs is the depth of the variational ansatz used - the smaller\r\nthe depth, the more amenable the ansatz is to near-term quantum hardware in\r\nthat it gives the circuit a chance to be fully executed before the system\r\ndecoheres. This potential for depth reduction has made VQAs a staple of Noisy\r\nIntermediate-Scale Quantum (NISQ)-era research.\r\n  In this work, we show that approximating the optimal depth for a given VQA\r\nansatz is intractable. Formally, we show that for any constant $\\epsilon>0$, it\r\nis QCMA-hard to approximate the optimal depth of a VQA ansatz within\r\nmultiplicative factor $N^{1-\\epsilon}$, for $N$ denoting the encoding size of\r\nthe VQA instance. (Here, Quantum Classical Merlin-Arthur (QCMA) is a quantum\r\ngeneralization of NP.) We then show that this hardness persists even in the\r\n\"simpler\" setting of QAOAs. To our knowledge, this yields the first natural\r\nQCMA-hard-to-approximate problems. To achieve these results, we bypass the need\r\nfor a PCP theorem for QCMA by appealing to the disperser-based NP-hardness of\r\napproximation construction of [Umans, FOCS 1999].","lang":"eng"}],"publication":"Proceedings of the 38th Computational Complexity Conference (CCC)","language":[{"iso":"eng"}],"external_id":{"arxiv":["2211.12519"]},"intvolume":"       264","page":"34:1-34:24","citation":{"ama":"Bittel L, Gharibian S, Kliesch M. The Optimal Depth of Variational Quantum Algorithms Is QCMA-Hard to Approximate. In: <i>Proceedings of the 38th Computational Complexity Conference (CCC)</i>. Vol 264. Leibniz International Proceedings in Informatics (LIPIcs). ; 2023:34:1-34:24. doi:<a href=\"https://doi.org/10.4230/LIPIcs.CCC.2023.34\">10.4230/LIPIcs.CCC.2023.34</a>","ieee":"L. Bittel, S. Gharibian, and M. Kliesch, “The Optimal Depth of Variational Quantum Algorithms Is QCMA-Hard to Approximate,” in <i>Proceedings of the 38th Computational Complexity Conference (CCC)</i>, 2023, vol. 264, no. 34, p. 34:1-34:24, doi: <a href=\"https://doi.org/10.4230/LIPIcs.CCC.2023.34\">10.4230/LIPIcs.CCC.2023.34</a>.","chicago":"Bittel, Lennart, Sevag Gharibian, and Martin Kliesch. “The Optimal Depth of Variational Quantum Algorithms Is QCMA-Hard to Approximate.” In <i>Proceedings of the 38th Computational Complexity Conference (CCC)</i>, 264:34:1-34:24. Leibniz International Proceedings in Informatics (LIPIcs), 2023. <a href=\"https://doi.org/10.4230/LIPIcs.CCC.2023.34\">https://doi.org/10.4230/LIPIcs.CCC.2023.34</a>.","mla":"Bittel, Lennart, et al. “The Optimal Depth of Variational Quantum Algorithms Is QCMA-Hard to Approximate.” <i>Proceedings of the 38th Computational Complexity Conference (CCC)</i>, vol. 264, no. 34, 2023, p. 34:1-34:24, doi:<a href=\"https://doi.org/10.4230/LIPIcs.CCC.2023.34\">10.4230/LIPIcs.CCC.2023.34</a>.","bibtex":"@inproceedings{Bittel_Gharibian_Kliesch_2023, series={Leibniz International Proceedings in Informatics (LIPIcs)}, title={The Optimal Depth of Variational Quantum Algorithms Is QCMA-Hard to Approximate}, volume={264}, DOI={<a href=\"https://doi.org/10.4230/LIPIcs.CCC.2023.34\">10.4230/LIPIcs.CCC.2023.34</a>}, number={34}, booktitle={Proceedings of the 38th Computational Complexity Conference (CCC)}, author={Bittel, Lennart and Gharibian, Sevag and Kliesch, Martin}, year={2023}, pages={34:1-34:24}, collection={Leibniz International Proceedings in Informatics (LIPIcs)} }","short":"L. Bittel, S. Gharibian, M. Kliesch, in: Proceedings of the 38th Computational Complexity Conference (CCC), 2023, p. 34:1-34:24.","apa":"Bittel, L., Gharibian, S., &#38; Kliesch, M. (2023). The Optimal Depth of Variational Quantum Algorithms Is QCMA-Hard to Approximate. <i>Proceedings of the 38th Computational Complexity Conference (CCC)</i>, <i>264</i>(34), 34:1-34:24. <a href=\"https://doi.org/10.4230/LIPIcs.CCC.2023.34\">https://doi.org/10.4230/LIPIcs.CCC.2023.34</a>"},"publication_status":"published","doi":"10.4230/LIPIcs.CCC.2023.34","date_updated":"2023-07-10T14:33:00Z","volume":264,"author":[{"first_name":"Lennart","full_name":"Bittel, Lennart","last_name":"Bittel"},{"id":"71541","full_name":"Gharibian, Sevag","orcid":"0000-0002-9992-3379","last_name":"Gharibian","first_name":"Sevag"},{"full_name":"Kliesch, Martin","last_name":"Kliesch","first_name":"Martin"}],"status":"public","type":"conference","_id":"34138","department":[{"_id":"623"},{"_id":"7"}],"user_id":"71541","series_title":"Leibniz International Proceedings in Informatics (LIPIcs)"},{"date_created":"2023-07-11T08:27:13Z","author":[{"full_name":"Müller, Inez","id":"26755","last_name":"Müller","first_name":"Inez"}],"publisher":"Königshausen & Neumann","date_updated":"2023-07-11T08:28:05Z","title":"Zur Darstellung der Afrikanischen Europäerin in Geschichte und Gegenwart - Sharon Dodua Otoos Roman 'Adas Raum'","publication_status":"published","publication_identifier":{"isbn":["978-3-8260-7919-1"]},"citation":{"ieee":"I. Müller, “Zur Darstellung der Afrikanischen Europäerin in Geschichte und Gegenwart - Sharon Dodua Otoos Roman ‘Adas Raum,’” in <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i>, I. Böker, Ed. Würzburg : Königshausen &#38; Neumann, 2023, pp. 329–342.","chicago":"Müller, Inez. “Zur Darstellung der Afrikanischen Europäerin in Geschichte und Gegenwart - Sharon Dodua Otoos Roman ‘Adas Raum.’” In <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i>, edited by Ines Böker, 329–42. Würzburg : Königshausen &#38; Neumann, 2023.","ama":"Müller I. Zur Darstellung der Afrikanischen Europäerin in Geschichte und Gegenwart - Sharon Dodua Otoos Roman “Adas Raum.” In: Böker I, ed. <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i>. Königshausen &#38; Neumann; 2023:329-342.","apa":"Müller, I. (2023). Zur Darstellung der Afrikanischen Europäerin in Geschichte und Gegenwart - Sharon Dodua Otoos Roman “Adas Raum.” In I. Böker (Ed.), <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i> (pp. 329–342). Königshausen &#38; Neumann.","mla":"Müller, Inez. “Zur Darstellung der Afrikanischen Europäerin in Geschichte und Gegenwart - Sharon Dodua Otoos Roman ‘Adas Raum.’” <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i>, edited by Ines Böker, Königshausen &#38; Neumann, 2023, pp. 329–42.","bibtex":"@inbook{Müller_2023, place={Würzburg }, title={Zur Darstellung der Afrikanischen Europäerin in Geschichte und Gegenwart - Sharon Dodua Otoos Roman “Adas Raum”}, booktitle={Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. 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Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.5281/zenodo.8068430\">https://doi.org/10.5281/zenodo.8068430</a>.","ieee":"A. Elrich <i>et al.</i>, “Empirical Analysis in Markets for OTF Services,” in <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 45–64.","ama":"Elrich A, Kaimann D, Fahr R, et al. Empirical Analysis in Markets for OTF Services. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:45-64. doi:<a href=\"https://doi.org/10.5281/zenodo.8068430\">10.5281/zenodo.8068430</a>","short":"A. Elrich, D. Kaimann, R. Fahr, D. Kundisch, B. Mir Djawadi, M. Müller, M. Poniatowski, S. Schäfers, B. Frick, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 45–64.","bibtex":"@inbook{Elrich_Kaimann_Fahr_Kundisch_Mir Djawadi_Müller_Poniatowski_Schäfers_Frick_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Empirical Analysis in Markets for OTF Services}, volume={412}, DOI={<a href=\"https://doi.org/10.5281/zenodo.8068430\">10.5281/zenodo.8068430</a>}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Elrich, Alina and Kaimann, Daniel and Fahr, René and Kundisch, Dennis and Mir Djawadi, Behnud and Müller, Michelle and Poniatowski, Martin and Schäfers, Sabrina and Frick, Bernd}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={45–64}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","mla":"Elrich, Alina, et al. “Empirical Analysis in Markets for OTF Services.” <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 45–64, doi:<a href=\"https://doi.org/10.5281/zenodo.8068430\">10.5281/zenodo.8068430</a>.","apa":"Elrich, A., Kaimann, D., Fahr, R., Kundisch, D., Mir Djawadi, B., Müller, M., Poniatowski, M., Schäfers, S., &#38; Frick, B. (2023). Empirical Analysis in Markets for OTF Services. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412, pp. 45–64). Heinz Nixdorf Institut, Universität Paderborn. <a href=\"https://doi.org/10.5281/zenodo.8068430\">https://doi.org/10.5281/zenodo.8068430</a>"},"page":"45-64","intvolume":"       412","place":"Paderborn","has_accepted_license":"1","file_date_updated":"2023-07-07T11:22:39Z","user_id":"15504","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","department":[{"_id":"19"}],"project":[{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"name":"SFB 901 - A4: SFB 901 - Empirische Analysen in Märkten für OTF Dienstleistungen (Subproject A4)","_id":"8","grant_number":"160364472"}],"_id":"45880","status":"public","editor":[{"first_name":"Claus-Jochen","last_name":"Haake","full_name":"Haake, Claus-Jochen"},{"first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide"},{"full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"},{"full_name":"Wachsmuth, Henning","last_name":"Wachsmuth","first_name":"Henning"},{"first_name":"Heike","full_name":"Wehrheim, Heike","last_name":"Wehrheim"}],"type":"book_chapter"},{"publication_identifier":{"issn":["0935-9648","1521-4095"]},"publication_status":"published","year":"2023","citation":{"ama":"Su R, Zhang J, Wong V, et al. 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Su <i>et al.</i>, “Engineering Sub‐Nanometer Hafnia‐Based Ferroelectric to Break The Scaling Relation for High‐Efficiency Piezocatalytic Water Splitting,” <i>Advanced Materials</i>, 2023, doi: <a href=\"https://doi.org/10.1002/adma.202303018\">10.1002/adma.202303018</a>.","apa":"Su, R., Zhang, J., Wong, V., Zhang, D., Yang, Y., Luo, Z., Wang, X., Wen, H., Liu, Y., Seidel, J., Yang, X., Pan, Y., &#38; Li, F. (2023). Engineering Sub‐Nanometer Hafnia‐Based Ferroelectric to Break The Scaling Relation for High‐Efficiency Piezocatalytic Water Splitting. <i>Advanced Materials</i>. <a href=\"https://doi.org/10.1002/adma.202303018\">https://doi.org/10.1002/adma.202303018</a>","mla":"Su, Ran, et al. “Engineering Sub‐Nanometer Hafnia‐Based Ferroelectric to Break The Scaling Relation for High‐Efficiency Piezocatalytic Water Splitting.” <i>Advanced Materials</i>, Wiley, 2023, doi:<a href=\"https://doi.org/10.1002/adma.202303018\">10.1002/adma.202303018</a>.","bibtex":"@article{Su_Zhang_Wong_Zhang_Yang_Luo_Wang_Wen_Liu_Seidel_et al._2023, title={Engineering Sub‐Nanometer Hafnia‐Based Ferroelectric to Break The Scaling Relation for High‐Efficiency Piezocatalytic Water Splitting}, DOI={<a href=\"https://doi.org/10.1002/adma.202303018\">10.1002/adma.202303018</a>}, journal={Advanced Materials}, publisher={Wiley}, author={Su, Ran and Zhang, Jiahui and Wong, Vienna and Zhang, Dawei and Yang, Yong and Luo, Zheng‐Dong and Wang, Xiaojing and Wen, Hui and Liu, Yang and Seidel, Jan and et al.}, year={2023} }","short":"R. Su, J. Zhang, V. Wong, D. Zhang, Y. Yang, Z. Luo, X. Wang, H. Wen, Y. Liu, J. Seidel, X. Yang, Y. Pan, F. 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