[{"_id":"27574","department":[{"_id":"35"},{"_id":"22"},{"_id":"395"}],"user_id":"49428","language":[{"iso":"eng"}],"publication":"Frontiers in Endocrinology","type":"journal_article","abstract":[{"text":"<jats:p>In adults with major depressive disorder (MDD), a dysfunction between the hypothalamus-pituitary-adrenal (HPA) and the hypothalamus-pituitary-thyroid (HPT) axis has been shown, but the interaction of both axes has not yet been studied in adolescent major depressive disorder (MDD). Data from 273 adolescents diagnosed with MDD from two single center cross-sectional studies were used for analysis. Serum levels of thyrotropin (TSH), free levothyroxine (fT4), and cortisol were determined as indicators of basal HPT and HPA axis functioning and compared to that of adolescent controls by t-tests. Quantile regression was employed in the sample of adolescents with MDD to investigate the relationship between both axes in the normal as well as the pathological range of cortisol levels, considering confounders of both axes. In adolescent MDD, cortisol levels and TSH levels were significantly elevated in comparison to controls (<jats:italic>p</jats:italic> = &amp;lt;.001, <jats:italic>d</jats:italic> = 1.35, large effect size, and <jats:italic>p</jats:italic> = &amp;lt;.001, <jats:italic>d</jats:italic> = 0.79, moderate effect size, respectively). There was a positive linear relationship between TSH and cortisol (<jats:italic>p</jats:italic> = .003, <jats:italic>d</jats:italic> = 0.25, small effect size) at the median of cortisol levels (50<jats:sup>th</jats:sup> percentile). However, no relationship between TSH and cortisol was found in hypercortisolemia (cortisol levels at the 97.5<jats:sup>th</jats:sup> percentile). These findings imply that HPT and HPA axis dysfunction is common in adolescents with MDD and that function of both axes is only loosely related. Moreover, the regulation of the HPA and HPT axis are likely subjected to age-related maturational adjustments since findings of this study differ from those reported in adults.</jats:p>","lang":"eng"}],"status":"public","date_updated":"2022-01-06T06:57:42Z","date_created":"2021-11-18T19:35:06Z","author":[{"first_name":"Raphael","full_name":"Hirtz, Raphael","last_name":"Hirtz"},{"first_name":"Lars","orcid":"0000-0003-1603-3133","last_name":"Libuda","id":"88682","full_name":"Libuda, Lars"},{"full_name":"Hinney, Anke","last_name":"Hinney","first_name":"Anke"},{"last_name":"Föcker","full_name":"Föcker, Manuel","first_name":"Manuel"},{"full_name":"Bühlmeier, Judith","last_name":"Bühlmeier","first_name":"Judith"},{"first_name":"Jochen","full_name":"Antel, Jochen","last_name":"Antel"},{"first_name":"Paul-Martin","last_name":"Holterhus","full_name":"Holterhus, Paul-Martin"},{"last_name":"Kulle","full_name":"Kulle, Alexandra","first_name":"Alexandra"},{"first_name":"Cordula","full_name":"Kiewert, Cordula","last_name":"Kiewert"},{"first_name":"Johannes","last_name":"Hebebrand","full_name":"Hebebrand, Johannes"},{"first_name":"Corinna","last_name":"Grasemann","full_name":"Grasemann, Corinna"}],"title":"Lack of Evidence for a Relationship Between the Hypothalamus-Pituitary-Adrenal and the Hypothalamus-Pituitary-Thyroid Axis in Adolescent Depression","doi":"10.3389/fendo.2021.662243","publication_identifier":{"issn":["1664-2392"]},"publication_status":"published","year":"2021","citation":{"ama":"Hirtz R, Libuda L, Hinney A, et al. Lack of Evidence for a Relationship Between the Hypothalamus-Pituitary-Adrenal and the Hypothalamus-Pituitary-Thyroid Axis in Adolescent Depression. <i>Frontiers in Endocrinology</i>. Published online 2021. doi:<a href=\"https://doi.org/10.3389/fendo.2021.662243\">10.3389/fendo.2021.662243</a>","chicago":"Hirtz, Raphael, Lars Libuda, Anke Hinney, Manuel Föcker, Judith Bühlmeier, Jochen Antel, Paul-Martin Holterhus, et al. “Lack of Evidence for a Relationship Between the Hypothalamus-Pituitary-Adrenal and the Hypothalamus-Pituitary-Thyroid Axis in Adolescent Depression.” <i>Frontiers in Endocrinology</i>, 2021. <a href=\"https://doi.org/10.3389/fendo.2021.662243\">https://doi.org/10.3389/fendo.2021.662243</a>.","ieee":"R. Hirtz <i>et al.</i>, “Lack of Evidence for a Relationship Between the Hypothalamus-Pituitary-Adrenal and the Hypothalamus-Pituitary-Thyroid Axis in Adolescent Depression,” <i>Frontiers in Endocrinology</i>, 2021, doi: <a href=\"https://doi.org/10.3389/fendo.2021.662243\">10.3389/fendo.2021.662243</a>.","apa":"Hirtz, R., Libuda, L., Hinney, A., Föcker, M., Bühlmeier, J., Antel, J., Holterhus, P.-M., Kulle, A., Kiewert, C., Hebebrand, J., &#38; Grasemann, C. (2021). Lack of Evidence for a Relationship Between the Hypothalamus-Pituitary-Adrenal and the Hypothalamus-Pituitary-Thyroid Axis in Adolescent Depression. <i>Frontiers in Endocrinology</i>. <a href=\"https://doi.org/10.3389/fendo.2021.662243\">https://doi.org/10.3389/fendo.2021.662243</a>","mla":"Hirtz, Raphael, et al. “Lack of Evidence for a Relationship Between the Hypothalamus-Pituitary-Adrenal and the Hypothalamus-Pituitary-Thyroid Axis in Adolescent Depression.” <i>Frontiers in Endocrinology</i>, 2021, doi:<a href=\"https://doi.org/10.3389/fendo.2021.662243\">10.3389/fendo.2021.662243</a>.","short":"R. Hirtz, L. Libuda, A. Hinney, M. Föcker, J. Bühlmeier, J. Antel, P.-M. Holterhus, A. Kulle, C. Kiewert, J. Hebebrand, C. Grasemann, Frontiers in Endocrinology (2021).","bibtex":"@article{Hirtz_Libuda_Hinney_Föcker_Bühlmeier_Antel_Holterhus_Kulle_Kiewert_Hebebrand_et al._2021, title={Lack of Evidence for a Relationship Between the Hypothalamus-Pituitary-Adrenal and the Hypothalamus-Pituitary-Thyroid Axis in Adolescent Depression}, DOI={<a href=\"https://doi.org/10.3389/fendo.2021.662243\">10.3389/fendo.2021.662243</a>}, journal={Frontiers in Endocrinology}, author={Hirtz, Raphael and Libuda, Lars and Hinney, Anke and Föcker, Manuel and Bühlmeier, Judith and Antel, Jochen and Holterhus, Paul-Martin and Kulle, Alexandra and Kiewert, Cordula and Hebebrand, Johannes and et al.}, year={2021} }"}},{"status":"public","abstract":[{"text":"Aufgrund der Fortschritte der Digitalisierung finden Systeme zur Zustandsüberwachung vermehrt Einsatz in der Industrie, um durch eine zustandsbasierte oder eine prädiktive Instandhaltung Vorteile, wie eine verbesserte Zuverlässigkeit und geringere Kosten zu erzielen. Dabei beruhen Zustandsüberwachungssysteme auf den folgenden Bausteinen: Sensorik, Datenvorverarbeitung, Merkmalsextraktion und -auswahl, Diagnose bzw. Prognose sowie einer Entscheidungsfindung basierend auf den Ergebnissen. Jeder dieser Bausteine erfordert individuelle Einstellungen, um ein geeignetes Zustandsüberwachungssystem für die jeweilige Anwendung zu entwickeln. Eine offene Fragestellung im Bereich der Zustandsüberwachung ergibt sich aufgrund der Unsicherheit der Zukunft, die sich in den zukünftigen Betriebs- und Umgebungsbedingungen zeigt. Diese Unsicherheit gilt es in allen Bausteinen zu berücksichtigen.\r\nDieser Beitrag konzentriert sich auf den Baustein Merkmalsextraktion und -selektion, mit dem Ziel anhand geeigneter Merkmale eine Prognose der nutzbaren Restlebensdauer mit hoher Genauigkeit realisieren zu können. Daher werden geeignete Merkmale aus dem Zeitbereich und daraus abgeleitete Zustandsindikatoren für die Restlebensdauerprognose von technischen Systemen vorgestellt. Dabei sind Zustandsindikatoren Kenngrößen zur Beobachtung des Zustands der kritischen Systemkomponenten. Anhand dreier Anwendungsbeispiele wird ihre Eignung evaluiert. Dabei werden Daten aus Lebensdauerversuchen unter instationären Betriebs- und Umgebungsbedingungen ausgewertet. Die auftretenden Unsicherheiten der Zukunft werden somit berücksichtigt. Die Beispielsysteme beruhen auf Gummi-Metall-Elementen und Wälzlagern. Aus den generierten Ergebnissen lässt sich schließen, dass die Zustandsindikatoren aus der betrachteten Zeitreihen-Toolbox auch unter unbekannten Betriebs- und Umgebungsbedingungen robust sind.\r\n","lang":"ger"},{"text":"Due to the advances in digitalization, condition monitoring systems have found numerous applications in the industry due to benefits such as improved reliability and lowered costs through condition-based or predictive maintenance. Condition monitoring systems typically involve elements, such as data acquisition via suitable sensors, data preprocessing, feature extraction and selection, diagnostics, prognostics and (maintenance) decisions based on diagnosis or prognosis. For the application-specific development of a suitable condition monitoring system, each of these elements requires individual settings. Due to the uncertainty of the future, an open question arises in the condition monitoring field, which is reflected in unknown future operating and environmental conditions. This uncertainty needs consideration in all elements of a condition monitoring system.\r\nThis article focuses on feature extraction and selection, building on the hypothesis that the remaining useful life of a technical system can be predicted with high accuracy utilizing suitable features. In this article, health indicators derived from time-domain features that permit the monitoring of the health of critical system components are presented for predicting the remaining useful life of technical systems. Three distinct application examples based on rubber-metal elements and rolling-element bearings are evaluated to validate the suitability of the presented methods. Experimental data from accelerated lifetime tests conducted under non-stationary operating and environmental conditions are considered to take possible future uncertainties into account. It can be concluded from the acquired results that health indicators derived from the presented time series toolbox are robust to varying operating and environmental conditions.\r\n","lang":"eng"}],"type":"conference","publication":"VDI-Berichte 2391","language":[{"iso":"ger"}],"keyword":["run-to-failure","rubber-metal element","bearing prognostics","non-stationary operating conditions","varying operating conditions","feature extraction","feature selection"],"user_id":"9557","department":[{"_id":"151"}],"_id":"27652","citation":{"bibtex":"@inproceedings{Aimiyekagbon_Bender_Sextro_2021, place={Düsseldorf}, title={Extraktion und Selektion geeigneter Merkmale für die Restlebensdauerprognose von technischen Systemen trotz aleatorischen Unsicherheiten }, booktitle={VDI-Berichte 2391}, publisher={VDI Verlag GmbH}, author={Aimiyekagbon, Osarenren Kennedy and Bender, Amelie and Sextro, Walter}, year={2021}, pages={197–210} }","short":"O.K. Aimiyekagbon, A. Bender, W. Sextro, in: VDI-Berichte 2391, VDI Verlag GmbH, Düsseldorf, 2021, pp. 197–210.","mla":"Aimiyekagbon, Osarenren Kennedy, et al. “Extraktion und Selektion geeigneter Merkmale für die Restlebensdauerprognose von technischen Systemen trotz aleatorischen Unsicherheiten .” <i>VDI-Berichte 2391</i>, VDI Verlag GmbH, 2021, pp. 197–210.","apa":"Aimiyekagbon, O. K., Bender, A., &#38; Sextro, W. (2021). Extraktion und Selektion geeigneter Merkmale für die Restlebensdauerprognose von technischen Systemen trotz aleatorischen Unsicherheiten . <i>VDI-Berichte 2391</i>, 197–210.","ieee":"O. K. Aimiyekagbon, A. Bender, and W. Sextro, “Extraktion und Selektion geeigneter Merkmale für die Restlebensdauerprognose von technischen Systemen trotz aleatorischen Unsicherheiten ,” in <i>VDI-Berichte 2391</i>, Würzburg, 2021, pp. 197–210.","chicago":"Aimiyekagbon, Osarenren Kennedy, Amelie Bender, and Walter Sextro. “Extraktion und Selektion geeigneter Merkmale für die Restlebensdauerprognose von technischen Systemen trotz aleatorischen Unsicherheiten .” In <i>VDI-Berichte 2391</i>, 197–210. Düsseldorf: VDI Verlag GmbH, 2021.","ama":"Aimiyekagbon OK, Bender A, Sextro W. Extraktion und Selektion geeigneter Merkmale für die Restlebensdauerprognose von technischen Systemen trotz aleatorischen Unsicherheiten . In: <i>VDI-Berichte 2391</i>. VDI Verlag GmbH; 2021:197-210."},"page":"197 - 210","year":"2021","place":"Düsseldorf","publication_status":"published","publication_identifier":{"isbn":["978-3-18-092391-8"],"issn":["0083-5560 "]},"conference":{"name":"3. VDI-Fachtagung  ","start_date":"2021-11-16","end_date":"2021-11-17","location":"Würzburg"},"title":"Extraktion und Selektion geeigneter Merkmale für die Restlebensdauerprognose von technischen Systemen trotz aleatorischen Unsicherheiten ","date_created":"2021-11-22T07:42:44Z","author":[{"id":"9557","full_name":"Aimiyekagbon, Osarenren Kennedy","last_name":"Aimiyekagbon","first_name":"Osarenren Kennedy"},{"full_name":"Bender, Amelie","id":"54290","last_name":"Bender","first_name":"Amelie"},{"last_name":"Sextro","full_name":"Sextro, Walter","id":"21220","first_name":"Walter"}],"publisher":"VDI Verlag GmbH","date_updated":"2022-01-06T06:57:43Z"},{"publication":"Vortrag in: automotive CAE Grand Challange","type":"conference_abstract","status":"public","department":[{"_id":"157"}],"user_id":"66192","_id":"27702","language":[{"iso":"eng"}],"citation":{"apa":"Helbig, M., Haufe, A., Beule, F., Aubel, T., Meschut, G., Jamei, S., Fürle, F., Lossau, S., Droste, A., Gleich, H., Kose, K., Sommer, D., &#38; Facciotto, S. (2021). Modeling of adhesives in crash simulation under consideration of manufacturing processes. <i>Vortrag in: Automotive CAE Grand Challange</i>. automotive CAE Grand Challange, Hanau.","bibtex":"@inproceedings{Helbig_Haufe_Beule_Aubel_Meschut_Jamei_Fürle_Lossau_Droste_Gleich_et al._2021, title={Modeling of adhesives in crash simulation under consideration of manufacturing processes}, booktitle={Vortrag in: automotive CAE Grand Challange}, author={Helbig, Martin and Haufe, André and Beule, Felix and Aubel, Tobias and Meschut, Gerson and Jamei, Said and Fürle, Fabian and Lossau, Sebastian and Droste, Alexander and Gleich, Hennig and et al.}, year={2021} }","short":"M. Helbig, A. Haufe, F. Beule, T. Aubel, G. Meschut, S. Jamei, F. Fürle, S. Lossau, A. Droste, H. Gleich, K. Kose, D. Sommer, S. Facciotto, in: Vortrag in: Automotive CAE Grand Challange, 2021.","mla":"Helbig, Martin, et al. “Modeling of Adhesives in Crash Simulation under Consideration of Manufacturing Processes.” <i>Vortrag in: Automotive CAE Grand Challange</i>, 2021.","ieee":"M. Helbig <i>et al.</i>, “Modeling of adhesives in crash simulation under consideration of manufacturing processes,” presented at the automotive CAE Grand Challange, Hanau, 2021.","chicago":"Helbig, Martin, André Haufe, Felix Beule, Tobias Aubel, Gerson Meschut, Said Jamei, Fabian Fürle, et al. “Modeling of Adhesives in Crash Simulation under Consideration of Manufacturing Processes.” In <i>Vortrag in: Automotive CAE Grand Challange</i>, 2021.","ama":"Helbig M, Haufe A, Beule F, et al. Modeling of adhesives in crash simulation under consideration of manufacturing processes. In: <i>Vortrag in: Automotive CAE Grand Challange</i>. ; 2021."},"year":"2021","date_created":"2021-11-22T13:35:48Z","author":[{"last_name":"Helbig","full_name":"Helbig, Martin","first_name":"Martin"},{"last_name":"Haufe","full_name":"Haufe, André","first_name":"André"},{"last_name":"Beule","full_name":"Beule, Felix","id":"66192","first_name":"Felix"},{"last_name":"Aubel","full_name":"Aubel, Tobias","first_name":"Tobias"},{"last_name":"Meschut","orcid":"0000-0002-2763-1246","id":"32056","full_name":"Meschut, Gerson","first_name":"Gerson"},{"last_name":"Jamei","full_name":"Jamei, Said","first_name":"Said"},{"first_name":"Fabian","last_name":"Fürle","full_name":"Fürle, Fabian"},{"last_name":"Lossau","full_name":"Lossau, Sebastian","first_name":"Sebastian"},{"last_name":"Droste","full_name":"Droste, Alexander","first_name":"Alexander"},{"last_name":"Gleich","full_name":"Gleich, Hennig","first_name":"Hennig"},{"first_name":"Kim","last_name":"Kose","full_name":"Kose, Kim"},{"first_name":"Daniel","full_name":"Sommer, Daniel","last_name":"Sommer"},{"full_name":"Facciotto, Silvio","last_name":"Facciotto","first_name":"Silvio"}],"date_updated":"2022-01-06T06:57:44Z","conference":{"name":"automotive CAE Grand Challange","start_date":"2021-10-19","end_date":"2021-10-20","location":"Hanau"},"title":"Modeling of adhesives in crash simulation under consideration of manufacturing processes"},{"language":[{"iso":"eng"}],"user_id":"66192","department":[{"_id":"157"}],"_id":"27703","status":"public","type":"conference_abstract","publication":"Vortrag in: 13th European LS-DYNA Conference","conference":{"name":"13th European LS-DYNA Conference","start_date":"2021-10-05","end_date":"2021-10-06","location":"Ulm"},"title":"DigiBody - Optimizing of Joining Technology","date_created":"2021-11-22T13:39:47Z","author":[{"last_name":"Helbig","full_name":"Helbig, Martin","first_name":"Martin"},{"first_name":"André","last_name":"Haufe","full_name":"Haufe, André"},{"first_name":"Felix","last_name":"Beule","full_name":"Beule, Felix","id":"66192"},{"first_name":"Tobias","last_name":"Aubel","full_name":"Aubel, Tobias"},{"last_name":"Meschut","orcid":"0000-0002-2763-1246","full_name":"Meschut, Gerson","id":"32056","first_name":"Gerson"},{"first_name":"Said","last_name":"Jamei","full_name":"Jamei, Said"},{"full_name":"Fürle, Fabian","last_name":"Fürle","first_name":"Fabian"},{"full_name":"Lossau, Sebastian","last_name":"Lossau","first_name":"Sebastian"},{"full_name":"Droste, Alexander","last_name":"Droste","first_name":"Alexander"},{"first_name":"Hennig","last_name":"Gleich","full_name":"Gleich, Hennig"},{"first_name":"Kim","last_name":"Kose","full_name":"Kose, Kim"},{"first_name":"Daniel","full_name":"Sommer, Daniel","last_name":"Sommer"},{"first_name":"Silvio","last_name":"Facciotto","full_name":"Facciotto, Silvio"}],"date_updated":"2022-01-06T06:57:44Z","citation":{"mla":"Helbig, Martin, et al. “DigiBody - Optimizing of Joining Technology.” <i>Vortrag in: 13th European LS-DYNA Conference</i>, 2021.","bibtex":"@inproceedings{Helbig_Haufe_Beule_Aubel_Meschut_Jamei_Fürle_Lossau_Droste_Gleich_et al._2021, title={DigiBody - Optimizing of Joining Technology}, booktitle={Vortrag in: 13th European LS-DYNA Conference}, author={Helbig, Martin and Haufe, André and Beule, Felix and Aubel, Tobias and Meschut, Gerson and Jamei, Said and Fürle, Fabian and Lossau, Sebastian and Droste, Alexander and Gleich, Hennig and et al.}, year={2021} }","short":"M. Helbig, A. Haufe, F. Beule, T. Aubel, G. Meschut, S. Jamei, F. Fürle, S. Lossau, A. Droste, H. Gleich, K. Kose, D. Sommer, S. Facciotto, in: Vortrag in: 13th European LS-DYNA Conference, 2021.","apa":"Helbig, M., Haufe, A., Beule, F., Aubel, T., Meschut, G., Jamei, S., Fürle, F., Lossau, S., Droste, A., Gleich, H., Kose, K., Sommer, D., &#38; Facciotto, S. (2021). DigiBody - Optimizing of Joining Technology. <i>Vortrag in: 13th European LS-DYNA Conference</i>. 13th European LS-DYNA Conference, Ulm.","ama":"Helbig M, Haufe A, Beule F, et al. DigiBody - Optimizing of Joining Technology. In: <i>Vortrag in: 13th European LS-DYNA Conference</i>. ; 2021.","chicago":"Helbig, Martin, André Haufe, Felix Beule, Tobias Aubel, Gerson Meschut, Said Jamei, Fabian Fürle, et al. “DigiBody - Optimizing of Joining Technology.” In <i>Vortrag in: 13th European LS-DYNA Conference</i>, 2021.","ieee":"M. Helbig <i>et al.</i>, “DigiBody - Optimizing of Joining Technology,” presented at the 13th European LS-DYNA Conference, Ulm, 2021."},"year":"2021"},{"status":"public","publication":"Clinical Nutrition","type":"journal_article","language":[{"iso":"eng"}],"department":[{"_id":"17"},{"_id":"22"},{"_id":"571"}],"user_id":"61597","_id":"27746","page":"2791-2799","citation":{"ama":"Zhang X, Gong Y, Della Corte K, et al. Relevance of dietary glycemic index, glycemic load and fiber intake before and during pregnancy for the risk of gestational diabetes mellitus and maternal glucose homeostasis. <i>Clinical Nutrition</i>. Published online 2021:2791-2799. doi:<a href=\"https://doi.org/10.1016/j.clnu.2021.03.041\">10.1016/j.clnu.2021.03.041</a>","ieee":"X. Zhang <i>et al.</i>, “Relevance of dietary glycemic index, glycemic load and fiber intake before and during pregnancy for the risk of gestational diabetes mellitus and maternal glucose homeostasis,” <i>Clinical Nutrition</i>, pp. 2791–2799, 2021, doi: <a href=\"https://doi.org/10.1016/j.clnu.2021.03.041\">10.1016/j.clnu.2021.03.041</a>.","chicago":"Zhang, Xiao, Yunhui Gong, Karen Della Corte, Dianke Yu, Hongmei Xue, Shufang Shan, Guo Tian, et al. “Relevance of Dietary Glycemic Index, Glycemic Load and Fiber Intake before and during Pregnancy for the Risk of Gestational Diabetes Mellitus and Maternal Glucose Homeostasis.” <i>Clinical Nutrition</i>, 2021, 2791–99. <a href=\"https://doi.org/10.1016/j.clnu.2021.03.041\">https://doi.org/10.1016/j.clnu.2021.03.041</a>.","apa":"Zhang, X., Gong, Y., Della Corte, K., Yu, D., Xue, H., Shan, S., Tian, G., Liang, Y., Zhang, J., He, F., Yang, D., Zhou, R., Bao, W., Buyken, A., &#38; Cheng, G. (2021). Relevance of dietary glycemic index, glycemic load and fiber intake before and during pregnancy for the risk of gestational diabetes mellitus and maternal glucose homeostasis. <i>Clinical Nutrition</i>, 2791–2799. <a href=\"https://doi.org/10.1016/j.clnu.2021.03.041\">https://doi.org/10.1016/j.clnu.2021.03.041</a>","mla":"Zhang, Xiao, et al. “Relevance of Dietary Glycemic Index, Glycemic Load and Fiber Intake before and during Pregnancy for the Risk of Gestational Diabetes Mellitus and Maternal Glucose Homeostasis.” <i>Clinical Nutrition</i>, 2021, pp. 2791–99, doi:<a href=\"https://doi.org/10.1016/j.clnu.2021.03.041\">10.1016/j.clnu.2021.03.041</a>.","bibtex":"@article{Zhang_Gong_Della Corte_Yu_Xue_Shan_Tian_Liang_Zhang_He_et al._2021, title={Relevance of dietary glycemic index, glycemic load and fiber intake before and during pregnancy for the risk of gestational diabetes mellitus and maternal glucose homeostasis}, DOI={<a href=\"https://doi.org/10.1016/j.clnu.2021.03.041\">10.1016/j.clnu.2021.03.041</a>}, journal={Clinical Nutrition}, author={Zhang, Xiao and Gong, Yunhui and Della Corte, Karen and Yu, Dianke and Xue, Hongmei and Shan, Shufang and Tian, Guo and Liang, Yi and Zhang, Jieyi and He, Fang and et al.}, year={2021}, pages={2791–2799} }","short":"X. Zhang, Y. Gong, K. Della Corte, D. Yu, H. Xue, S. Shan, G. Tian, Y. Liang, J. Zhang, F. He, D. Yang, R. Zhou, W. Bao, A. Buyken, G. Cheng, Clinical Nutrition (2021) 2791–2799."},"year":"2021","publication_identifier":{"issn":["0261-5614"]},"publication_status":"published","doi":"10.1016/j.clnu.2021.03.041","title":"Relevance of dietary glycemic index, glycemic load and fiber intake before and during pregnancy for the risk of gestational diabetes mellitus and maternal glucose homeostasis","date_created":"2021-11-23T16:19:11Z","author":[{"first_name":"Xiao","last_name":"Zhang","full_name":"Zhang, Xiao"},{"first_name":"Yunhui","last_name":"Gong","full_name":"Gong, Yunhui"},{"full_name":"Della Corte, Karen","last_name":"Della Corte","first_name":"Karen"},{"first_name":"Dianke","last_name":"Yu","full_name":"Yu, Dianke"},{"full_name":"Xue, Hongmei","last_name":"Xue","first_name":"Hongmei"},{"full_name":"Shan, Shufang","last_name":"Shan","first_name":"Shufang"},{"first_name":"Guo","full_name":"Tian, Guo","last_name":"Tian"},{"last_name":"Liang","full_name":"Liang, Yi","first_name":"Yi"},{"last_name":"Zhang","full_name":"Zhang, Jieyi","first_name":"Jieyi"},{"first_name":"Fang","last_name":"He","full_name":"He, Fang"},{"first_name":"Dagang","last_name":"Yang","full_name":"Yang, Dagang"},{"full_name":"Zhou, Rong","last_name":"Zhou","first_name":"Rong"},{"first_name":"Wei","full_name":"Bao, Wei","last_name":"Bao"},{"full_name":"Buyken, Anette","id":"65985","last_name":"Buyken","first_name":"Anette"},{"full_name":"Cheng, Guo","last_name":"Cheng","first_name":"Guo"}],"date_updated":"2022-01-06T06:57:44Z"},{"status":"public","publication":"Nutrition, Metabolism and Cardiovascular Diseases","type":"journal_article","language":[{"iso":"eng"}],"_id":"27790","department":[{"_id":"17"},{"_id":"22"},{"_id":"571"}],"user_id":"61597","year":"2021","page":"2109-2121","citation":{"ieee":"J. Nyasordzi <i>et al.</i>, “Early life factors and their relevance for markers of cardiometabolic risk in early adulthood,” <i>Nutrition, Metabolism and Cardiovascular Diseases</i>, pp. 2109–2121, 2021, doi: <a href=\"https://doi.org/10.1016/j.numecd.2021.03.024\">10.1016/j.numecd.2021.03.024</a>.","chicago":"Nyasordzi, Juliana, Johanna Conrad, Janina Goletzke, Helena Ludwig-Walz, Christian Herder, Michael Roden, Stefan A. Wudy, Yifan Hua, Thomas Remer, and Anette Buyken. “Early Life Factors and Their Relevance for Markers of Cardiometabolic Risk in Early Adulthood.” <i>Nutrition, Metabolism and Cardiovascular Diseases</i>, 2021, 2109–21. <a href=\"https://doi.org/10.1016/j.numecd.2021.03.024\">https://doi.org/10.1016/j.numecd.2021.03.024</a>.","ama":"Nyasordzi J, Conrad J, Goletzke J, et al. Early life factors and their relevance for markers of cardiometabolic risk in early adulthood. <i>Nutrition, Metabolism and Cardiovascular Diseases</i>. Published online 2021:2109-2121. doi:<a href=\"https://doi.org/10.1016/j.numecd.2021.03.024\">10.1016/j.numecd.2021.03.024</a>","apa":"Nyasordzi, J., Conrad, J., Goletzke, J., Ludwig-Walz, H., Herder, C., Roden, M., Wudy, S. A., Hua, Y., Remer, T., &#38; Buyken, A. (2021). Early life factors and their relevance for markers of cardiometabolic risk in early adulthood. <i>Nutrition, Metabolism and Cardiovascular Diseases</i>, 2109–2121. <a href=\"https://doi.org/10.1016/j.numecd.2021.03.024\">https://doi.org/10.1016/j.numecd.2021.03.024</a>","short":"J. Nyasordzi, J. Conrad, J. Goletzke, H. Ludwig-Walz, C. Herder, M. Roden, S.A. Wudy, Y. Hua, T. Remer, A. Buyken, Nutrition, Metabolism and Cardiovascular Diseases (2021) 2109–2121.","mla":"Nyasordzi, Juliana, et al. “Early Life Factors and Their Relevance for Markers of Cardiometabolic Risk in Early Adulthood.” <i>Nutrition, Metabolism and Cardiovascular Diseases</i>, 2021, pp. 2109–21, doi:<a href=\"https://doi.org/10.1016/j.numecd.2021.03.024\">10.1016/j.numecd.2021.03.024</a>.","bibtex":"@article{Nyasordzi_Conrad_Goletzke_Ludwig-Walz_Herder_Roden_Wudy_Hua_Remer_Buyken_2021, title={Early life factors and their relevance for markers of cardiometabolic risk in early adulthood}, DOI={<a href=\"https://doi.org/10.1016/j.numecd.2021.03.024\">10.1016/j.numecd.2021.03.024</a>}, journal={Nutrition, Metabolism and Cardiovascular Diseases}, author={Nyasordzi, Juliana and Conrad, Johanna and Goletzke, Janina and Ludwig-Walz, Helena and Herder, Christian and Roden, Michael and Wudy, Stefan A. and Hua, Yifan and Remer, Thomas and Buyken, Anette}, year={2021}, pages={2109–2121} }"},"publication_identifier":{"issn":["0939-4753"]},"publication_status":"published","title":"Early life factors and their relevance for markers of cardiometabolic risk in early adulthood","doi":"10.1016/j.numecd.2021.03.024","date_updated":"2022-01-06T06:57:45Z","date_created":"2021-11-25T11:58:35Z","author":[{"first_name":"Juliana","last_name":"Nyasordzi","full_name":"Nyasordzi, Juliana"},{"first_name":"Johanna","full_name":"Conrad, Johanna","last_name":"Conrad"},{"first_name":"Janina","last_name":"Goletzke","full_name":"Goletzke, Janina"},{"first_name":"Helena","full_name":"Ludwig-Walz, Helena","last_name":"Ludwig-Walz"},{"last_name":"Herder","full_name":"Herder, Christian","first_name":"Christian"},{"first_name":"Michael","last_name":"Roden","full_name":"Roden, Michael"},{"full_name":"Wudy, Stefan A.","last_name":"Wudy","first_name":"Stefan A."},{"full_name":"Hua, Yifan","last_name":"Hua","first_name":"Yifan"},{"first_name":"Thomas","last_name":"Remer","full_name":"Remer, Thomas"},{"first_name":"Anette","last_name":"Buyken","full_name":"Buyken, Anette","id":"65985"}]},{"year":"2021","citation":{"ama":"Atkinson FS, Brand-Miller JC, Foster-Powell K, Buyken A, Goletzke J. International tables of glycemic index and glycemic load values 2021: a systematic review. <i>The American Journal of Clinical Nutrition</i>. Published online 2021:1625-1632. doi:<a href=\"https://doi.org/10.1093/ajcn/nqab233\">10.1093/ajcn/nqab233</a>","ieee":"F. S. Atkinson, J. C. Brand-Miller, K. Foster-Powell, A. Buyken, and J. Goletzke, “International tables of glycemic index and glycemic load values 2021: a systematic review,” <i>The American Journal of Clinical Nutrition</i>, pp. 1625–1632, 2021, doi: <a href=\"https://doi.org/10.1093/ajcn/nqab233\">10.1093/ajcn/nqab233</a>.","chicago":"Atkinson, Fiona S, Jennie C Brand-Miller, Kaye Foster-Powell, Anette Buyken, and Janina Goletzke. “International Tables of Glycemic Index and Glycemic Load Values 2021: A Systematic Review.” <i>The American Journal of Clinical Nutrition</i>, 2021, 1625–32. <a href=\"https://doi.org/10.1093/ajcn/nqab233\">https://doi.org/10.1093/ajcn/nqab233</a>.","bibtex":"@article{Atkinson_Brand-Miller_Foster-Powell_Buyken_Goletzke_2021, title={International tables of glycemic index and glycemic load values 2021: a systematic review}, DOI={<a href=\"https://doi.org/10.1093/ajcn/nqab233\">10.1093/ajcn/nqab233</a>}, journal={The American Journal of Clinical Nutrition}, author={Atkinson, Fiona S and Brand-Miller, Jennie C and Foster-Powell, Kaye and Buyken, Anette and Goletzke, Janina}, year={2021}, pages={1625–1632} }","short":"F.S. Atkinson, J.C. Brand-Miller, K. Foster-Powell, A. Buyken, J. Goletzke, The American Journal of Clinical Nutrition (2021) 1625–1632.","mla":"Atkinson, Fiona S., et al. “International Tables of Glycemic Index and Glycemic Load Values 2021: A Systematic Review.” <i>The American Journal of Clinical Nutrition</i>, 2021, pp. 1625–32, doi:<a href=\"https://doi.org/10.1093/ajcn/nqab233\">10.1093/ajcn/nqab233</a>.","apa":"Atkinson, F. S., Brand-Miller, J. C., Foster-Powell, K., Buyken, A., &#38; Goletzke, J. (2021). International tables of glycemic index and glycemic load values 2021: a systematic review. <i>The American Journal of Clinical Nutrition</i>, 1625–1632. <a href=\"https://doi.org/10.1093/ajcn/nqab233\">https://doi.org/10.1093/ajcn/nqab233</a>"},"page":"1625-1632","publication_status":"published","publication_identifier":{"issn":["0002-9165","1938-3207"]},"title":"International tables of glycemic index and glycemic load values 2021: a systematic review","doi":"10.1093/ajcn/nqab233","date_updated":"2022-01-06T06:57:45Z","author":[{"first_name":"Fiona S","full_name":"Atkinson, Fiona S","last_name":"Atkinson"},{"first_name":"Jennie C","last_name":"Brand-Miller","full_name":"Brand-Miller, Jennie C"},{"first_name":"Kaye","last_name":"Foster-Powell","full_name":"Foster-Powell, Kaye"},{"full_name":"Buyken, Anette","id":"65985","last_name":"Buyken","first_name":"Anette"},{"first_name":"Janina","full_name":"Goletzke, Janina","last_name":"Goletzke"}],"date_created":"2021-11-25T12:01:37Z","abstract":[{"text":"<jats:title>ABSTRACT</jats:title>\r\n               <jats:sec>\r\n                  <jats:title>Background</jats:title>\r\n                  <jats:p>Reliable tables of glycemic indexes (GIs) and glycemic loads (GLs) are critical to research examining the relationship between glycemic qualities of carbohydrate in foods, diets, and health. In the 12 years since the last edition of the tables, a large amount of new data has become available.</jats:p>\r\n               </jats:sec>\r\n               <jats:sec>\r\n                  <jats:title>Objectives</jats:title>\r\n                  <jats:p>To systematically review and tabulate published and unpublished sources of reliable GI values, including an assessment of the reliability of the data.</jats:p>\r\n               </jats:sec>\r\n               <jats:sec>\r\n                  <jats:title>Methods</jats:title>\r\n                  <jats:p>This edition of the tables lists over 4000 items, a 61% increase in the number of entries compared to the 2008 edition. The data have been separated into 2 lists. The first represents more precise values derived using the methodology recommended by the International Standards Organization (∼2100 items). The second list contains values determined using less robust methods, including using limited numbers of healthy subjects or with a large SEM (∼1900 food items).</jats:p>\r\n               </jats:sec>\r\n               <jats:sec>\r\n                  <jats:title>Results</jats:title>\r\n                  <jats:p>Dairy products, legumes, pasta, and fruits were usually low-GI foods (≤55 on the 100-point glucose scale) and had consistent values around the world. Cereals and cereal products, however, including whole-grain or whole-meal versions, showed wide variation in GI values, presumably arising from variations in manufacturing methods. Breads, breakfast cereals, rice, savory snack products, and regional foods were available in high-, medium-, and low-GI versions. Most varieties of potato were high-GI foods, but specific low-GI varieties have now been identified.</jats:p>\r\n               </jats:sec>\r\n               <jats:sec>\r\n                  <jats:title>Conclusions</jats:title>\r\n                  <jats:p>The availability of new data on the GIs of foods will facilitate wider research and application of the twin concepts of GI and GL. Although the 2021 edition of the tables improves the quality and quantity of GI data available for research and clinical practice, GI testing of regional foods remains a priority. This systematic review was registered in PROSPERO as #171204.</jats:p>\r\n               </jats:sec>","lang":"eng"}],"status":"public","type":"journal_article","publication":"The American Journal of Clinical Nutrition","language":[{"iso":"eng"}],"_id":"27793","user_id":"61597","department":[{"_id":"17"},{"_id":"22"},{"_id":"571"}]},{"_id":"27847","project":[{"_id":"105","name":"Vermiedene Kreuzungen von Lamb-Wellenmoden in mehrlagigen Strukturen","grant_number":"449607253"}],"department":[{"_id":"49"}],"user_id":"11829","ddc":["620"],"file_date_updated":"2021-11-26T07:53:21Z","language":[{"iso":"eng"}],"alternative_title":["Über die Bestimmung der Festigkeit der Klebeschicht in mehrschichtigen Materialien durch Untersuchung des modalen Abstands von geführten elastischen Wellen"],"publication":"МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская школа-конференция","type":"conference","status":"public","file":[{"relation":"main_file","content_type":"application/pdf","file_id":"27848","file_name":"Paper - Mode Repulsion - 2021 MMEN (Perm).pdf","access_level":"open_access","file_size":450749,"creator":"leanderc","date_created":"2021-11-25T14:57:25Z","date_updated":"2021-11-26T07:53:21Z"}],"date_updated":"2022-01-06T06:57:47Z","oa":"1","date_created":"2021-11-25T14:58:13Z","author":[{"first_name":"Yevgeniya","full_name":"Lugovtsova, Yevgeniya","last_name":"Lugovtsova"},{"last_name":"Zeipert","id":"32580","full_name":"Zeipert, Henning","first_name":"Henning"},{"id":"29190","full_name":"Johannesmann, Sarah","last_name":"Johannesmann","first_name":"Sarah"},{"last_name":"Nicolai","full_name":"Nicolai, Marcel","first_name":"Marcel"},{"last_name":"Prager","full_name":"Prager, Jens","first_name":"Jens"},{"full_name":"Henning, Bernd","id":"213","last_name":"Henning","first_name":"Bernd"}],"title":"К ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ В МНОГОСЛОЙНЫХ МАТЕРИАЛАХ ПУТЕМ ИССЛЕДОВАНИЯ ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ ВОЛН","conference":{"start_date":"2021-10-06","name":"МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская школа-конференция","location":"Perm","end_date":"2021-10-09"},"has_accepted_license":"1","year":"2021","place":"Perm","citation":{"chicago":"Lugovtsova, Yevgeniya, Henning Zeipert, Sarah Johannesmann, Marcel Nicolai, Jens Prager, and Bernd Henning. “К ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ В МНОГОСЛОЙНЫХ МАТЕРИАЛАХ ПУТЕМ ИССЛЕДОВАНИЯ ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ ВОЛН.” In <i>МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская Школа-Конференция</i>. Perm, 2021.","ieee":"Y. Lugovtsova, H. Zeipert, S. Johannesmann, M. Nicolai, J. Prager, and B. Henning, “К ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ В МНОГОСЛОЙНЫХ МАТЕРИАЛАХ ПУТЕМ ИССЛЕДОВАНИЯ ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ ВОЛН,” presented at the МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская школа-конференция, Perm, 2021.","ama":"Lugovtsova Y, Zeipert H, Johannesmann S, Nicolai M, Prager J, Henning B. К ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ В МНОГОСЛОЙНЫХ МАТЕРИАЛАХ ПУТЕМ ИССЛЕДОВАНИЯ ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ ВОЛН. In: <i>МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская Школа-Конференция</i>. ; 2021.","bibtex":"@inproceedings{Lugovtsova_Zeipert_Johannesmann_Nicolai_Prager_Henning_2021, place={Perm}, title={К ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ В МНОГОСЛОЙНЫХ МАТЕРИАЛАХ ПУТЕМ ИССЛЕДОВАНИЯ ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ ВОЛН}, booktitle={МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская школа-конференция}, author={Lugovtsova, Yevgeniya and Zeipert, Henning and Johannesmann, Sarah and Nicolai, Marcel and Prager, Jens and Henning, Bernd}, year={2021} }","mla":"Lugovtsova, Yevgeniya, et al. “К ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ В МНОГОСЛОЙНЫХ МАТЕРИАЛАХ ПУТЕМ ИССЛЕДОВАНИЯ ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ ВОЛН.” <i>МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская Школа-Конференция</i>, 2021.","short":"Y. Lugovtsova, H. Zeipert, S. Johannesmann, M. Nicolai, J. Prager, B. Henning, in: МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская Школа-Конференция, Perm, 2021.","apa":"Lugovtsova, Y., Zeipert, H., Johannesmann, S., Nicolai, M., Prager, J., &#38; Henning, B. (2021). К ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ В МНОГОСЛОЙНЫХ МАТЕРИАЛАХ ПУТЕМ ИССЛЕДОВАНИЯ ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ ВОЛН. <i>МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская Школа-Конференция</i>. МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская школа-конференция, Perm."}},{"citation":{"mla":"Eickelmann, Birgit, and Kerstin Drossel. “Gelingensbedingungen digitaler Optimalschulen.” <i>SchulVerwaltung BW</i>, vol. 6, 2021, pp. 174–88.","short":"B. Eickelmann, K. Drossel, SchulVerwaltung BW 6 (2021) 174–188.","bibtex":"@article{Eickelmann_Drossel_2021, title={Gelingensbedingungen digitaler Optimalschulen}, volume={6}, journal={SchulVerwaltung BW}, author={Eickelmann, Birgit and Drossel, Kerstin}, year={2021}, pages={174–188} }","apa":"Eickelmann, B., &#38; Drossel, K. (2021). Gelingensbedingungen digitaler Optimalschulen. <i>SchulVerwaltung BW</i>, <i>6</i>, 174–188.","ieee":"B. Eickelmann and K. Drossel, “Gelingensbedingungen digitaler Optimalschulen,” <i>SchulVerwaltung BW</i>, vol. 6, pp. 174–188, 2021.","chicago":"Eickelmann, Birgit, and Kerstin Drossel. “Gelingensbedingungen digitaler Optimalschulen.” <i>SchulVerwaltung BW</i> 6 (2021): 174–88.","ama":"Eickelmann B, Drossel K. Gelingensbedingungen digitaler Optimalschulen. <i>SchulVerwaltung BW</i>. 2021;6:174-188."},"page":"174-188","intvolume":"         6","year":"2021","title":"Gelingensbedingungen digitaler Optimalschulen","author":[{"first_name":"Birgit","id":"40387","full_name":"Eickelmann, Birgit","last_name":"Eickelmann"},{"last_name":"Drossel","full_name":"Drossel, Kerstin","first_name":"Kerstin"}],"date_created":"2021-11-25T16:13:30Z","volume":6,"date_updated":"2022-01-06T06:57:47Z","status":"public","type":"journal_article","publication":"SchulVerwaltung BW","language":[{"iso":"ger"}],"user_id":"50923","department":[{"_id":"462"}],"_id":"27870"},{"status":"public","type":"journal_article","publication":"Educational Technology Research and Development","language":[{"iso":"eng"}],"_id":"27871","user_id":"50923","department":[{"_id":"462"}],"year":"2021","citation":{"ama":"Tondeur J, Petko D, Christensen R, et al. Quality criteria for conceptual technology integration models in education: bridging research and practice. <i>Educational Technology Research and Development</i>. 2021;69:2187-2208. doi:<a href=\"https://doi.org/10.1007/s11423-020-09911-0\">10.1007/s11423-020-09911-0</a>","chicago":"Tondeur, Jo, Dominik Petko, Rhonda Christensen, Kerstin Drossel, Louise Starkey, Gerald Knezek, and Denise A. Schmidt-Crawford. “Quality Criteria for Conceptual Technology Integration Models in Education: Bridging Research and Practice.” <i>Educational Technology Research and Development</i> 69 (2021): 2187–2208. <a href=\"https://doi.org/10.1007/s11423-020-09911-0\">https://doi.org/10.1007/s11423-020-09911-0</a>.","ieee":"J. Tondeur <i>et al.</i>, “Quality criteria for conceptual technology integration models in education: bridging research and practice,” <i>Educational Technology Research and Development</i>, vol. 69, pp. 2187–2208, 2021, doi: <a href=\"https://doi.org/10.1007/s11423-020-09911-0\">10.1007/s11423-020-09911-0</a>.","bibtex":"@article{Tondeur_Petko_Christensen_Drossel_Starkey_Knezek_Schmidt-Crawford_2021, title={Quality criteria for conceptual technology integration models in education: bridging research and practice}, volume={69}, DOI={<a href=\"https://doi.org/10.1007/s11423-020-09911-0\">10.1007/s11423-020-09911-0</a>}, journal={Educational Technology Research and Development}, author={Tondeur, Jo and Petko, Dominik and Christensen, Rhonda and Drossel, Kerstin and Starkey, Louise and Knezek, Gerald and Schmidt-Crawford, Denise A.}, year={2021}, pages={2187–2208} }","short":"J. Tondeur, D. Petko, R. Christensen, K. Drossel, L. Starkey, G. Knezek, D.A. Schmidt-Crawford, Educational Technology Research and Development 69 (2021) 2187–2208.","mla":"Tondeur, Jo, et al. “Quality Criteria for Conceptual Technology Integration Models in Education: Bridging Research and Practice.” <i>Educational Technology Research and Development</i>, vol. 69, 2021, pp. 2187–208, doi:<a href=\"https://doi.org/10.1007/s11423-020-09911-0\">10.1007/s11423-020-09911-0</a>.","apa":"Tondeur, J., Petko, D., Christensen, R., Drossel, K., Starkey, L., Knezek, G., &#38; Schmidt-Crawford, D. A. (2021). Quality criteria for conceptual technology integration models in education: bridging research and practice. <i>Educational Technology Research and Development</i>, <i>69</i>, 2187–2208. <a href=\"https://doi.org/10.1007/s11423-020-09911-0\">https://doi.org/10.1007/s11423-020-09911-0</a>"},"intvolume":"        69","page":"2187-2208","publication_status":"published","publication_identifier":{"issn":["1042-1629","1556-6501"]},"title":"Quality criteria for conceptual technology integration models in education: bridging research and practice","doi":"10.1007/s11423-020-09911-0","date_updated":"2022-01-06T06:57:47Z","author":[{"first_name":"Jo","last_name":"Tondeur","full_name":"Tondeur, Jo"},{"full_name":"Petko, Dominik","last_name":"Petko","first_name":"Dominik"},{"full_name":"Christensen, Rhonda","last_name":"Christensen","first_name":"Rhonda"},{"first_name":"Kerstin","full_name":"Drossel, Kerstin","last_name":"Drossel"},{"last_name":"Starkey","full_name":"Starkey, Louise","first_name":"Louise"},{"full_name":"Knezek, Gerald","last_name":"Knezek","first_name":"Gerald"},{"first_name":"Denise A.","full_name":"Schmidt-Crawford, Denise A.","last_name":"Schmidt-Crawford"}],"date_created":"2021-11-25T16:13:53Z","volume":69},{"citation":{"apa":"Vennemann, M., Eickelmann, B., Labusch, A., &#38; Drossel, K. (2021). <i>ICILS 2018 #Deutschland. Dokumentation der Erhebungsinstrumente der zweiten Computer and Information Literacy Study</i>. Waxmann.","bibtex":"@book{Vennemann_Eickelmann_Labusch_Drossel_2021, place={Münster}, title={ICILS 2018 #Deutschland. Dokumentation der Erhebungsinstrumente der zweiten Computer and Information Literacy Study}, publisher={Waxmann}, author={Vennemann, Mario and Eickelmann, Birgit and Labusch, Amelie and Drossel, Kerstin}, year={2021} }","short":"M. Vennemann, B. Eickelmann, A. Labusch, K. Drossel, ICILS 2018 #Deutschland. Dokumentation der Erhebungsinstrumente der zweiten Computer and Information Literacy Study, Waxmann, Münster, 2021.","mla":"Vennemann, Mario, et al. <i>ICILS 2018 #Deutschland. Dokumentation der Erhebungsinstrumente der zweiten Computer and Information Literacy Study</i>. Waxmann, 2021.","ieee":"M. Vennemann, B. Eickelmann, A. Labusch, and K. Drossel, <i>ICILS 2018 #Deutschland. Dokumentation der Erhebungsinstrumente der zweiten Computer and Information Literacy Study</i>. Münster: Waxmann, 2021.","chicago":"Vennemann, Mario, Birgit Eickelmann, Amelie Labusch, and Kerstin Drossel. <i>ICILS 2018 #Deutschland. Dokumentation der Erhebungsinstrumente der zweiten Computer and Information Literacy Study</i>. Münster: Waxmann, 2021.","ama":"Vennemann M, Eickelmann B, Labusch A, Drossel K. <i>ICILS 2018 #Deutschland. Dokumentation der Erhebungsinstrumente der zweiten Computer and Information Literacy Study</i>. Waxmann; 2021."},"year":"2021","place":"Münster","author":[{"first_name":"Mario","last_name":"Vennemann","full_name":"Vennemann, Mario"},{"first_name":"Birgit","id":"40387","full_name":"Eickelmann, Birgit","last_name":"Eickelmann"},{"first_name":"Amelie","full_name":"Labusch, Amelie","last_name":"Labusch"},{"last_name":"Drossel","full_name":"Drossel, Kerstin","first_name":"Kerstin"}],"date_created":"2021-11-25T16:21:53Z","publisher":"Waxmann","date_updated":"2022-01-06T06:57:47Z","title":"ICILS 2018 #Deutschland. Dokumentation der Erhebungsinstrumente der zweiten Computer and Information Literacy Study","type":"book","status":"public","department":[{"_id":"462"}],"user_id":"50923","_id":"27872","language":[{"iso":"ger"}]},{"language":[{"iso":"eng"}],"department":[{"_id":"462"}],"user_id":"50923","_id":"27877","status":"public","editor":[{"first_name":"John","full_name":"Chi-Kin Lee, John","last_name":"Chi-Kin Lee"},{"first_name":"Timo","full_name":"Ehmke, Timo","last_name":"Ehmke"}],"publication":"Quality in Teacher Education and Professional Development","type":"book_chapter","title":"ICT in teacher education and ICT-related teacher professional development in Germany","author":[{"first_name":"Birgit","id":"40387","full_name":"Eickelmann, Birgit","last_name":"Eickelmann"},{"full_name":"Drossel, Kerstin","id":"48921","last_name":"Drossel","first_name":"Kerstin"},{"first_name":"Melanie","full_name":"Heldt, Melanie","last_name":"Heldt"}],"date_created":"2021-11-25T16:41:13Z","publisher":"Routledge","date_updated":"2022-01-06T06:57:47Z","page":"107-124","citation":{"short":"B. Eickelmann, K. Drossel, M. Heldt, in: J. Chi-Kin Lee, T. Ehmke (Eds.), Quality in Teacher Education and Professional Development, Routledge, Abington, 2021, pp. 107–124.","mla":"Eickelmann, Birgit, et al. “ICT in Teacher Education and ICT-Related Teacher Professional Development in Germany.” <i>Quality in Teacher Education and Professional Development</i>, edited by John Chi-Kin Lee and Timo Ehmke, Routledge, 2021, pp. 107–24.","bibtex":"@inbook{Eickelmann_Drossel_Heldt_2021, place={Abington}, title={ICT in teacher education and ICT-related teacher professional development in Germany}, booktitle={Quality in Teacher Education and Professional Development}, publisher={Routledge}, author={Eickelmann, Birgit and Drossel, Kerstin and Heldt, Melanie}, editor={Chi-Kin Lee, John and Ehmke, Timo}, year={2021}, pages={107–124} }","apa":"Eickelmann, B., Drossel, K., &#38; Heldt, M. (2021). ICT in teacher education and ICT-related teacher professional development in Germany. In J. Chi-Kin Lee &#38; T. Ehmke (Eds.), <i>Quality in Teacher Education and Professional Development</i> (pp. 107–124). Routledge.","ama":"Eickelmann B, Drossel K, Heldt M. ICT in teacher education and ICT-related teacher professional development in Germany. In: Chi-Kin Lee J, Ehmke T, eds. <i>Quality in Teacher Education and Professional Development</i>. Routledge; 2021:107-124.","ieee":"B. Eickelmann, K. Drossel, and M. Heldt, “ICT in teacher education and ICT-related teacher professional development in Germany,” in <i>Quality in Teacher Education and Professional Development</i>, J. Chi-Kin Lee and T. Ehmke, Eds. Abington: Routledge, 2021, pp. 107–124.","chicago":"Eickelmann, Birgit, Kerstin Drossel, and Melanie Heldt. “ICT in Teacher Education and ICT-Related Teacher Professional Development in Germany.” In <i>Quality in Teacher Education and Professional Development</i>, edited by John Chi-Kin Lee and Timo Ehmke, 107–24. Abington: Routledge, 2021."},"year":"2021","place":"Abington"},{"title":"Typen unterrichtsbezogener Lehrerkooperation und ihr Zusammenhang mit Einstellungen und der Nutzung digitaler Medien","date_created":"2021-11-25T16:42:55Z","author":[{"first_name":"Melanie","full_name":"Heldt, Melanie","last_name":"Heldt"},{"first_name":"Kerstin","id":"48921","full_name":"Drossel, Kerstin","last_name":"Drossel"}],"date_updated":"2022-01-06T06:57:47Z","publisher":"Empirische Pädagogik","citation":{"ama":"Heldt M, Drossel K. <i>Typen unterrichtsbezogener Lehrerkooperation und ihr Zusammenhang mit Einstellungen und der Nutzung digitaler Medien</i>. Empirische Pädagogik","ieee":"M. Heldt and K. Drossel, <i>Typen unterrichtsbezogener Lehrerkooperation und ihr Zusammenhang mit Einstellungen und der Nutzung digitaler Medien</i>. Empirische Pädagogik.","chicago":"Heldt, Melanie, and Kerstin Drossel. <i>Typen unterrichtsbezogener Lehrerkooperation und ihr Zusammenhang mit Einstellungen und der Nutzung digitaler Medien</i>. Empirische Pädagogik, n.d.","apa":"Heldt, M., &#38; Drossel, K. (n.d.). <i>Typen unterrichtsbezogener Lehrerkooperation und ihr Zusammenhang mit Einstellungen und der Nutzung digitaler Medien</i>. Empirische Pädagogik.","mla":"Heldt, Melanie, and Kerstin Drossel. <i>Typen unterrichtsbezogener Lehrerkooperation und ihr Zusammenhang mit Einstellungen und der Nutzung digitaler Medien</i>. Empirische Pädagogik.","bibtex":"@book{Heldt_Drossel, title={Typen unterrichtsbezogener Lehrerkooperation und ihr Zusammenhang mit Einstellungen und der Nutzung digitaler Medien}, publisher={Empirische Pädagogik}, author={Heldt, Melanie and Drossel, Kerstin} }","short":"M. Heldt, K. Drossel, Typen unterrichtsbezogener Lehrerkooperation und ihr Zusammenhang mit Einstellungen und der Nutzung digitaler Medien, Empirische Pädagogik, n.d."},"year":"2021","publication_status":"accepted","language":[{"iso":"ger"}],"department":[{"_id":"462"}],"user_id":"50923","_id":"27878","status":"public","type":"book"},{"oa":"1","date_updated":"2022-01-06T06:57:47Z","date_created":"2021-11-25T18:09:52Z","author":[{"last_name":"Bloh","full_name":"Bloh, Thiemo","first_name":"Thiemo"}],"title":"Entwicklung von Praxiskompetenz durch Kooperationsprozesse von Lehrkräften","main_file_link":[{"open_access":"1"}],"doi":"10.1007/s35834-021-00328-0","publication_status":"published","publication_identifier":{"issn":["2190-6890","2190-6904"]},"quality_controlled":"1","year":"2021","citation":{"ama":"Bloh T. Entwicklung von Praxiskompetenz durch Kooperationsprozesse von Lehrkräften. <i>Zeitschrift für Bildungsforschung</i>. Published online 2021. doi:<a href=\"https://doi.org/10.1007/s35834-021-00328-0\">10.1007/s35834-021-00328-0</a>","ieee":"T. Bloh, “Entwicklung von Praxiskompetenz durch Kooperationsprozesse von Lehrkräften,” <i>Zeitschrift für Bildungsforschung</i>, 2021, doi: <a href=\"https://doi.org/10.1007/s35834-021-00328-0\">10.1007/s35834-021-00328-0</a>.","chicago":"Bloh, Thiemo. “Entwicklung von Praxiskompetenz durch Kooperationsprozesse von Lehrkräften.” <i>Zeitschrift für Bildungsforschung</i>, 2021. <a href=\"https://doi.org/10.1007/s35834-021-00328-0\">https://doi.org/10.1007/s35834-021-00328-0</a>.","mla":"Bloh, Thiemo. “Entwicklung von Praxiskompetenz durch Kooperationsprozesse von Lehrkräften.” <i>Zeitschrift für Bildungsforschung</i>, 2021, doi:<a href=\"https://doi.org/10.1007/s35834-021-00328-0\">10.1007/s35834-021-00328-0</a>.","bibtex":"@article{Bloh_2021, title={Entwicklung von Praxiskompetenz durch Kooperationsprozesse von Lehrkräften}, DOI={<a href=\"https://doi.org/10.1007/s35834-021-00328-0\">10.1007/s35834-021-00328-0</a>}, journal={Zeitschrift für Bildungsforschung}, author={Bloh, Thiemo}, year={2021} }","short":"T. Bloh, Zeitschrift für Bildungsforschung (2021).","apa":"Bloh, T. (2021). Entwicklung von Praxiskompetenz durch Kooperationsprozesse von Lehrkräften. <i>Zeitschrift für Bildungsforschung</i>. <a href=\"https://doi.org/10.1007/s35834-021-00328-0\">https://doi.org/10.1007/s35834-021-00328-0</a>"},"_id":"27881","user_id":"69383","article_type":"review","language":[{"iso":"ger"}],"type":"journal_article","publication":"Zeitschrift für Bildungsforschung","abstract":[{"lang":"eng","text":"<jats:title>Zusammenfassung</jats:title><jats:p>Lehrkräftekooperation wird generell eine positive Bedeutung in Bezug auf Schul- und Unterrichtsentwicklung zugeschrieben. Dabei sind empirische Belege für eine positive Wirksamkeit nach wie vor kaum vorhanden, es gibt sogar Befunde zu ‚negativen‘ Konsequenzen von Lehrkräftekooperation. Um diese Widersprüchlichkeit zu klären, wurde in der vorliegenden Arbeit Kooperation nicht als Instrument bzw. als Technik betrachtet, sondern als soziale Praxis verstanden, in der eigenlogisches, kollektiv-implizites Wissen (re)produziert wird (Community of Practice). Parallel dazu wurde ein praxeologisches Kompetenzverständnis (Praxiskompetenz) eingeführt, das wesentlich auf die Praxeologie Pierre Bourdieus zurückgeht und den Zusammenhang zwischen Lehrkräftekooperation als Community of Practice und kollektiv strukturierter, individueller Kompetenz theoretisch verdeutlicht. Die empirischen Befunde, welche mittels der Dokumentarischen Methode generiert wurden, verweisen auf die Bedeutung unterschiedlicher Relationslogiken (Nicht-Passung, Entfaltung, Herausforderung) für das ‚Lernen‘ von oder innerhalb von Praxiskompetenz(en) und damit auch auf die Wichtigkeit einer grundlegend kollektiv gerahmten Perspektive auf Lehrkräftekooperation. Vor diesem Hintergrund ist ein allzu positiver Blick auf Lehrkräftekooperationsprozesse kritisch zu betrachten.</jats:p>"}],"status":"public"},{"publication_status":"published","publication_identifier":{"issn":["0162-8828","2160-9292","1939-3539"]},"year":"2021","citation":{"ama":"Wever MD, Tornede A, Mohr F, Hüllermeier E. AutoML for Multi-Label Classification: Overview and Empirical Evaluation. <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>. Published online 2021:1-1. doi:<a href=\"https://doi.org/10.1109/tpami.2021.3051276\">10.1109/tpami.2021.3051276</a>","ieee":"M. D. Wever, A. Tornede, F. Mohr, and E. Hüllermeier, “AutoML for Multi-Label Classification: Overview and Empirical Evaluation,” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>, pp. 1–1, 2021, doi: <a href=\"https://doi.org/10.1109/tpami.2021.3051276\">10.1109/tpami.2021.3051276</a>.","chicago":"Wever, Marcel Dominik, Alexander Tornede, Felix Mohr, and Eyke Hüllermeier. “AutoML for Multi-Label Classification: Overview and Empirical Evaluation.” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>, 2021, 1–1. <a href=\"https://doi.org/10.1109/tpami.2021.3051276\">https://doi.org/10.1109/tpami.2021.3051276</a>.","apa":"Wever, M. D., Tornede, A., Mohr, F., &#38; Hüllermeier, E. (2021). AutoML for Multi-Label Classification: Overview and Empirical Evaluation. <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>, 1–1. <a href=\"https://doi.org/10.1109/tpami.2021.3051276\">https://doi.org/10.1109/tpami.2021.3051276</a>","mla":"Wever, Marcel Dominik, et al. “AutoML for Multi-Label Classification: Overview and Empirical Evaluation.” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>, 2021, pp. 1–1, doi:<a href=\"https://doi.org/10.1109/tpami.2021.3051276\">10.1109/tpami.2021.3051276</a>.","bibtex":"@article{Wever_Tornede_Mohr_Hüllermeier_2021, title={AutoML for Multi-Label Classification: Overview and Empirical Evaluation}, DOI={<a href=\"https://doi.org/10.1109/tpami.2021.3051276\">10.1109/tpami.2021.3051276</a>}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, author={Wever, Marcel Dominik and Tornede, Alexander and Mohr, Felix and Hüllermeier, Eyke}, year={2021}, pages={1–1} }","short":"M.D. Wever, A. Tornede, F. Mohr, E. Hüllermeier, IEEE Transactions on Pattern Analysis and Machine Intelligence (2021) 1–1."},"page":"1-1","date_updated":"2022-01-06T06:54:42Z","date_created":"2021-01-16T14:48:13Z","author":[{"last_name":"Wever","orcid":" https://orcid.org/0000-0001-9782-6818","id":"33176","full_name":"Wever, Marcel Dominik","first_name":"Marcel Dominik"},{"first_name":"Alexander","full_name":"Tornede, Alexander","id":"38209","last_name":"Tornede"},{"last_name":"Mohr","full_name":"Mohr, Felix","first_name":"Felix"},{"id":"48129","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","first_name":"Eyke"}],"title":"AutoML for Multi-Label Classification: Overview and Empirical Evaluation","doi":"10.1109/tpami.2021.3051276","type":"journal_article","publication":"IEEE Transactions on Pattern Analysis and Machine Intelligence","abstract":[{"lang":"eng","text":"Automated machine learning (AutoML) supports the algorithmic construction and data-specific customization of machine learning pipelines, including the selection, combination, and parametrization of machine learning algorithms as main constituents. Generally speaking, AutoML approaches comprise two major components: a search space model and an optimizer for traversing the space. Recent approaches have shown impressive results in the realm of supervised learning, most notably (single-label) classification (SLC). Moreover, first attempts at extending these approaches towards multi-label classification (MLC) have been made. While the space of candidate pipelines is already huge in SLC, the complexity of the search space is raised to an even higher power in MLC. One may wonder, therefore, whether and to what extent optimizers established for SLC can scale to this increased complexity, and how they compare to each other. This paper makes the following contributions: First, we survey existing approaches to AutoML for MLC. Second, we augment these approaches with optimizers not previously tried for MLC. Third, we propose a benchmarking framework that supports a fair and systematic comparison. Fourth, we conduct an extensive experimental study, evaluating the methods on a suite of MLC problems. We find a grammar-based best-first search to compare favorably to other optimizers."}],"status":"public","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"10","name":"SFB 901 - Subproject B2"},{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"_id":"21004","user_id":"5786","department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"keyword":["Automated Machine Learning","Multi Label Classification","Hierarchical Planning","Bayesian Optimization"],"language":[{"iso":"eng"}]},{"ddc":["000"],"keyword":["Coflow scheduling","Reinforcement learning","Deadlines"],"language":[{"iso":"eng"}],"publication":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","abstract":[{"text":"Data-parallel applications are developed using different data programming models, e.g., MapReduce, partition/aggregate. These models represent diverse resource requirements of application in a datacenter network, which can be represented by the coflow abstraction. The conventional method of creating hand-crafted coflow heuristics for admission or scheduling for different workloads is practically infeasible. In this paper, we propose a deep reinforcement learning (DRL)-based coflow admission scheme -- LCS -- that can learn an admission policy for a higher-level performance objective, i.e., maximize successful coflow admissions, without manual feature engineering.  LCS is trained on a production trace, which has online coflow arrivals. The evaluation results show that LCS is able to learn a reasonable admission policy that admits more coflows than state-of-the-art Varys heuristic while meeting their deadlines.","lang":"eng"}],"publisher":"IEEE Communications Society","date_created":"2021-01-16T18:24:19Z","title":"Learning Coflow Admissions","year":"2021","project":[{"name":"SFB 901 - Subproject C4","_id":"16"},{"_id":"4","name":"SFB 901 - Project Area C"},{"_id":"1","name":"SFB 901"}],"_id":"21005","user_id":"63288","department":[{"_id":"75"}],"type":"conference","status":"public","date_updated":"2022-01-06T06:54:42Z","author":[{"first_name":"Asif","last_name":"Hasnain","id":"63288","full_name":"Hasnain, Asif"},{"first_name":"Holger","id":"126","full_name":"Karl, Holger","last_name":"Karl"}],"main_file_link":[{"url":"https://ieeexplore.ieee.org/document/9484599"}],"doi":"10.1109/INFOCOMWKSHPS51825.2021.9484599","conference":{"name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications","start_date":"2021-05-10","end_date":"2021-05-13","location":"Vancouver BC Canada"},"publication_status":"accepted","related_material":{"link":[{"relation":"confirmation","url":"https://ieeexplore.ieee.org/document/9484599"}]},"citation":{"mla":"Hasnain, Asif, and Holger Karl. “Learning Coflow Admissions.” <i>IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>, IEEE Communications Society, doi:<a href=\"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599\">10.1109/INFOCOMWKSHPS51825.2021.9484599</a>.","short":"A. Hasnain, H. Karl, in: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), IEEE Communications Society, n.d.","bibtex":"@inproceedings{Hasnain_Karl, title={Learning Coflow Admissions}, DOI={<a href=\"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599\">10.1109/INFOCOMWKSHPS51825.2021.9484599</a>}, booktitle={IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)}, publisher={IEEE Communications Society}, author={Hasnain, Asif and Karl, Holger} }","apa":"Hasnain, A., &#38; Karl, H. (n.d.). Learning Coflow Admissions. In <i>IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>. Vancouver BC Canada: IEEE Communications Society. <a href=\"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599\">https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599</a>","ama":"Hasnain A, Karl H. Learning Coflow Admissions. In: <i>IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>. IEEE Communications Society. doi:<a href=\"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599\">10.1109/INFOCOMWKSHPS51825.2021.9484599</a>","chicago":"Hasnain, Asif, and Holger Karl. “Learning Coflow Admissions.” In <i>IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>. IEEE Communications Society, n.d. <a href=\"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599\">https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599</a>.","ieee":"A. Hasnain and H. Karl, “Learning Coflow Admissions,” in <i>IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>, Vancouver BC Canada."}},{"issue":"2","year":"2021","date_created":"2021-01-25T08:15:27Z","title":"Far-Field Automatic Speech Recognition","publication":"Proceedings of the IEEE","file":[{"creator":"huesera","date_created":"2021-01-25T08:17:23Z","date_updated":"2021-01-25T08:17:23Z","file_id":"21066","file_name":"proceedings_2021_haebumbach_Paper.pdf","access_level":"open_access","file_size":4173988,"content_type":"application/pdf","relation":"main_file"}],"abstract":[{"text":"The machine recognition of speech spoken at a distance from the microphones, known as far-field automatic speech recognition (ASR), has received a significant increase of attention in science and industry, which caused or was caused by an equally significant improvement in recognition accuracy. Meanwhile it has entered the consumer market with digital home assistants with a spoken language interface being its most prominent application. Speech recorded at a distance is affected by various acoustic distortions and, consequently, quite different processing pipelines have emerged compared to ASR for close-talk speech. A signal enhancement front-end for dereverberation, source separation and acoustic beamforming is employed to clean up the speech, and the back-end ASR engine is robustified by multi-condition training and adaptation. We will also describe the so-called end-to-end approach to ASR, which is a new promising architecture that has recently been extended to the far-field scenario. This tutorial article gives an account of the algorithms used to enable accurate speech recognition from a distance, and it will be seen that, although deep learning has a significant share in the technological breakthroughs, a clever combination with traditional signal processing can lead to surprisingly effective solutions.","lang":"eng"}],"language":[{"iso":"eng"}],"ddc":["000"],"has_accepted_license":"1","citation":{"chicago":"Haeb-Umbach, Reinhold, Jahn Heymann, Lukas Drude, Shinji Watanabe, Marc Delcroix, and Tomohiro Nakatani. “Far-Field Automatic Speech Recognition.” <i>Proceedings of the IEEE</i> 109, no. 2 (2021): 124–48. <a href=\"https://doi.org/10.1109/JPROC.2020.3018668\">https://doi.org/10.1109/JPROC.2020.3018668</a>.","ieee":"R. Haeb-Umbach, J. Heymann, L. Drude, S. Watanabe, M. Delcroix, and T. Nakatani, “Far-Field Automatic Speech Recognition,” <i>Proceedings of the IEEE</i>, vol. 109, no. 2, pp. 124–148, 2021.","ama":"Haeb-Umbach R, Heymann J, Drude L, Watanabe S, Delcroix M, Nakatani T. Far-Field Automatic Speech Recognition. <i>Proceedings of the IEEE</i>. 2021;109(2):124-148. doi:<a href=\"https://doi.org/10.1109/JPROC.2020.3018668\">10.1109/JPROC.2020.3018668</a>","apa":"Haeb-Umbach, R., Heymann, J., Drude, L., Watanabe, S., Delcroix, M., &#38; Nakatani, T. (2021). Far-Field Automatic Speech Recognition. <i>Proceedings of the IEEE</i>, <i>109</i>(2), 124–148. <a href=\"https://doi.org/10.1109/JPROC.2020.3018668\">https://doi.org/10.1109/JPROC.2020.3018668</a>","bibtex":"@article{Haeb-Umbach_Heymann_Drude_Watanabe_Delcroix_Nakatani_2021, title={Far-Field Automatic Speech Recognition}, volume={109}, DOI={<a href=\"https://doi.org/10.1109/JPROC.2020.3018668\">10.1109/JPROC.2020.3018668</a>}, number={2}, journal={Proceedings of the IEEE}, author={Haeb-Umbach, Reinhold and Heymann, Jahn and Drude, Lukas and Watanabe, Shinji and Delcroix, Marc and Nakatani, Tomohiro}, year={2021}, pages={124–148} }","short":"R. Haeb-Umbach, J. Heymann, L. Drude, S. Watanabe, M. Delcroix, T. Nakatani, Proceedings of the IEEE 109 (2021) 124–148.","mla":"Haeb-Umbach, Reinhold, et al. “Far-Field Automatic Speech Recognition.” <i>Proceedings of the IEEE</i>, vol. 109, no. 2, 2021, pp. 124–48, doi:<a href=\"https://doi.org/10.1109/JPROC.2020.3018668\">10.1109/JPROC.2020.3018668</a>."},"page":"124-148","intvolume":"       109","author":[{"first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold","id":"242","last_name":"Haeb-Umbach"},{"first_name":"Jahn","full_name":"Heymann, Jahn","last_name":"Heymann"},{"last_name":"Drude","full_name":"Drude, Lukas","first_name":"Lukas"},{"last_name":"Watanabe","full_name":"Watanabe, Shinji","first_name":"Shinji"},{"first_name":"Marc","last_name":"Delcroix","full_name":"Delcroix, Marc"},{"last_name":"Nakatani","full_name":"Nakatani, Tomohiro","first_name":"Tomohiro"}],"volume":109,"oa":"1","date_updated":"2022-01-06T06:54:44Z","doi":"10.1109/JPROC.2020.3018668","type":"journal_article","status":"public","user_id":"59789","department":[{"_id":"54"}],"project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"_id":"21065","file_date_updated":"2021-01-25T08:17:23Z"},{"title":"Investigating peculiarities of piezoelectric detection methods for acoustic plate waves in material characterisation applications","doi":"10.1515/teme-2020-0098","date_updated":"2022-01-06T06:54:44Z","date_created":"2021-01-25T09:38:58Z","author":[{"orcid":"0000-0002-4393-268X","last_name":"Claes","id":"11829","full_name":"Claes, Leander","first_name":"Leander"},{"first_name":"Hanna","full_name":"Schmiegel, Hanna","last_name":"Schmiegel"},{"first_name":"Clemens","last_name":"Grünsteidl","full_name":"Grünsteidl, Clemens"},{"first_name":"Sarah","full_name":"Johannesmann, Sarah","id":"29190","last_name":"Johannesmann"},{"first_name":"Manuel","id":"11289","full_name":"Webersen, Manuel","orcid":"0000-0001-6411-4232","last_name":"Webersen"},{"first_name":"Bernd","last_name":"Henning","full_name":"Henning, Bernd","id":"213"}],"volume":88,"year":"2021","citation":{"mla":"Claes, Leander, et al. “Investigating Peculiarities of Piezoelectric Detection Methods for Acoustic Plate Waves in Material Characterisation Applications.” <i>Tm - Technisches Messen</i>, vol. 88, no. 3, 2021, pp. 147–55, doi:<a href=\"https://doi.org/10.1515/teme-2020-0098\">10.1515/teme-2020-0098</a>.","short":"L. Claes, H. Schmiegel, C. Grünsteidl, S. Johannesmann, M. Webersen, B. Henning, Tm - Technisches Messen 88 (2021) 147–155.","bibtex":"@article{Claes_Schmiegel_Grünsteidl_Johannesmann_Webersen_Henning_2021, title={Investigating peculiarities of piezoelectric detection methods for acoustic plate waves in material characterisation applications}, volume={88}, DOI={<a href=\"https://doi.org/10.1515/teme-2020-0098\">10.1515/teme-2020-0098</a>}, number={3}, journal={tm - Technisches Messen}, author={Claes, Leander and Schmiegel, Hanna and Grünsteidl, Clemens and Johannesmann, Sarah and Webersen, Manuel and Henning, Bernd}, year={2021}, pages={147–155} }","apa":"Claes, L., Schmiegel, H., Grünsteidl, C., Johannesmann, S., Webersen, M., &#38; Henning, B. (2021). Investigating peculiarities of piezoelectric detection methods for acoustic plate waves in material characterisation applications. <i>Tm - Technisches Messen</i>, <i>88</i>(3), 147–155. <a href=\"https://doi.org/10.1515/teme-2020-0098\">https://doi.org/10.1515/teme-2020-0098</a>","ama":"Claes L, Schmiegel H, Grünsteidl C, Johannesmann S, Webersen M, Henning B. Investigating peculiarities of piezoelectric detection methods for acoustic plate waves in material characterisation applications. <i>tm - Technisches Messen</i>. 2021;88(3):147-155. doi:<a href=\"https://doi.org/10.1515/teme-2020-0098\">10.1515/teme-2020-0098</a>","chicago":"Claes, Leander, Hanna Schmiegel, Clemens Grünsteidl, Sarah Johannesmann, Manuel Webersen, and Bernd Henning. “Investigating Peculiarities of Piezoelectric Detection Methods for Acoustic Plate Waves in Material Characterisation Applications.” <i>Tm - Technisches Messen</i> 88, no. 3 (2021): 147–55. <a href=\"https://doi.org/10.1515/teme-2020-0098\">https://doi.org/10.1515/teme-2020-0098</a>.","ieee":"L. Claes, H. Schmiegel, C. Grünsteidl, S. Johannesmann, M. Webersen, and B. Henning, “Investigating peculiarities of piezoelectric detection methods for acoustic plate waves in material characterisation applications,” <i>tm - Technisches Messen</i>, vol. 88, no. 3, pp. 147–155, 2021."},"page":"147-155","intvolume":"        88","publication_status":"published","publication_identifier":{"issn":["2196-7113","0171-8096"]},"issue":"3","alternative_title":["Untersuchung von Eigenheiten piezoelektrischer Detektionsmethoden für akustische Plattenwellen zur Materialcharakterisierung"],"language":[{"iso":"eng"}],"project":[{"_id":"105","name":"Vermiedene Kreuzungen von Lamb-Wellenmoden in mehrlagigen Strukturen","grant_number":"449607253"}],"_id":"21067","user_id":"11829","department":[{"_id":"49"}],"abstract":[{"lang":"eng","text":"Acoustic waves in plates have proven a viable tool for testing and material characterisation purposes. There are a multitude of options for excitation and detection of theses waves, such as optical and piezoelectric systems. While optical systems, with thermoelastic excitation and interferometric detection, have the benefit of being contactless, they usually require rather complex and expensive experimental setups. Piezoelectric systems are more easily realised but require direct contact with the specimen and usually have a limited bandwidth, especially in case of piezoelectric excitation. In this work, the authors compare the properties of piezoelectric and optical detection methods for broad-band acoustic signals. The shape (e. g. the displacement) of a propagating plate wave is given by its frequency and wave number, allowing to investigate correlations between mode shapes and received signal strengths. This is aided by evaluations in normalised frequency and wavenumber space, facilitating comparisons of different specimens. Further, the authors explore possibilities to utilise the specific properties of the detection methods to determine acoustic material parameters."}],"status":"public","type":"journal_article","publication":"tm - Technisches Messen"},{"_id":"21082","project":[{"grant_number":"409779252","name":"Vollständige Bestimmung der akustischen Materialparameter von Polymeren","_id":"89"}],"department":[{"_id":"49"}],"user_id":"23082","language":[{"iso":"eng"}],"publication":"PAMM","type":"journal_article","status":"public","date_updated":"2022-01-06T06:54:44Z","date_created":"2021-01-26T13:52:47Z","author":[{"first_name":"Dominik","full_name":"Itner, Dominik","last_name":"Itner"},{"first_name":"Hauke","full_name":"Gravenkamp, Hauke","last_name":"Gravenkamp"},{"id":"32616","full_name":"Dreiling, Dmitrij","last_name":"Dreiling","first_name":"Dmitrij"},{"first_name":"Nadine","last_name":"Feldmann","id":"23082","full_name":"Feldmann, Nadine"},{"id":"213","full_name":"Henning, Bernd","last_name":"Henning","first_name":"Bernd"}],"title":"Simulation of guided waves in cylinders subject to arbitrary boundary conditions for applications in material characterization","doi":"10.1002/pamm.202000232","publication_identifier":{"issn":["1617-7061","1617-7061"]},"publication_status":"published","year":"2021","citation":{"chicago":"Itner, Dominik, Hauke Gravenkamp, Dmitrij Dreiling, Nadine Feldmann, and Bernd Henning. “Simulation of Guided Waves in Cylinders Subject to Arbitrary Boundary Conditions for Applications in Material Characterization.” <i>PAMM</i>, 2021. <a href=\"https://doi.org/10.1002/pamm.202000232\">https://doi.org/10.1002/pamm.202000232</a>.","ieee":"D. Itner, H. Gravenkamp, D. Dreiling, N. Feldmann, and B. Henning, “Simulation of guided waves in cylinders subject to arbitrary boundary conditions for applications in material characterization,” <i>PAMM</i>, 2021.","ama":"Itner D, Gravenkamp H, Dreiling D, Feldmann N, Henning B. Simulation of guided waves in cylinders subject to arbitrary boundary conditions for applications in material characterization. <i>PAMM</i>. 2021. doi:<a href=\"https://doi.org/10.1002/pamm.202000232\">10.1002/pamm.202000232</a>","apa":"Itner, D., Gravenkamp, H., Dreiling, D., Feldmann, N., &#38; Henning, B. (2021). Simulation of guided waves in cylinders subject to arbitrary boundary conditions for applications in material characterization. <i>PAMM</i>. <a href=\"https://doi.org/10.1002/pamm.202000232\">https://doi.org/10.1002/pamm.202000232</a>","mla":"Itner, Dominik, et al. “Simulation of Guided Waves in Cylinders Subject to Arbitrary Boundary Conditions for Applications in Material Characterization.” <i>PAMM</i>, 2021, doi:<a href=\"https://doi.org/10.1002/pamm.202000232\">10.1002/pamm.202000232</a>.","bibtex":"@article{Itner_Gravenkamp_Dreiling_Feldmann_Henning_2021, title={Simulation of guided waves in cylinders subject to arbitrary boundary conditions for applications in material characterization}, DOI={<a href=\"https://doi.org/10.1002/pamm.202000232\">10.1002/pamm.202000232</a>}, journal={PAMM}, author={Itner, Dominik and Gravenkamp, Hauke and Dreiling, Dmitrij and Feldmann, Nadine and Henning, Bernd}, year={2021} }","short":"D. Itner, H. Gravenkamp, D. Dreiling, N. Feldmann, B. Henning, PAMM (2021)."}},{"citation":{"apa":"Werthmann, J. (2021). <i>Derandomization and Local Graph Problems in the Node-Capacitated Clique</i>.","bibtex":"@book{Werthmann_2021, title={Derandomization and Local Graph Problems in the Node-Capacitated Clique}, author={Werthmann, Julian}, year={2021} }","short":"J. Werthmann, Derandomization and Local Graph Problems in the Node-Capacitated Clique, 2021.","mla":"Werthmann, Julian. <i>Derandomization and Local Graph Problems in the Node-Capacitated Clique</i>. 2021.","ieee":"J. Werthmann, <i>Derandomization and Local Graph Problems in the Node-Capacitated Clique</i>. 2021.","chicago":"Werthmann, Julian. <i>Derandomization and Local Graph Problems in the Node-Capacitated Clique</i>, 2021.","ama":"Werthmann J. <i>Derandomization and Local Graph Problems in the Node-Capacitated Clique</i>.; 2021."},"year":"2021","supervisor":[{"first_name":"Christian","full_name":"Scheideler, Christian","id":"20792","last_name":"Scheideler"}],"author":[{"full_name":"Werthmann, Julian","id":"50024","last_name":"Werthmann","first_name":"Julian"}],"date_created":"2021-01-26T13:58:14Z","date_updated":"2022-01-06T06:54:44Z","title":"Derandomization and Local Graph Problems in the Node-Capacitated Clique","type":"mastersthesis","status":"public","user_id":"15504","department":[{"_id":"79"}],"project":[{"name":"SFB 901","_id":"1"},{"_id":"2","name":"SFB 901 - Project Area A"},{"name":"SFB 901 - Subproject A1","_id":"5"}],"_id":"21084","language":[{"iso":"eng"}]}]