[{"publication_status":"published","publication_identifier":{"issn":["2071-1050"]},"department":[{"_id":"9"},{"_id":"321"},{"_id":"149"}],"related_material":{"link":[{"relation":"supplementary_material","url":" https://www.mdpi.com/article/10.3390/su151310041/s1"}]},"title":"Integrating Prospective LCA in the Development of Automotive Components","language":[{"iso":"eng"}],"oa":"1","doi":"10.3390/su151310041","date_updated":"2023-06-27T06:39:47Z","date_created":"2023-06-27T06:35:20Z","status":"public","volume":15,"keyword":["prospective LCA","life cycle engineering (LCE)","lightweight design","automotive components","body parts","circular economy","steel","aluminum","hybrid materials","fiber metal laminates"],"publication":"Sustainability","publisher":"MDPI AG","quality_controlled":"1","author":[{"full_name":"Grenz, Julian","first_name":"Julian","last_name":"Grenz"},{"last_name":"Ostermann","id":"44763","first_name":"Moritz","orcid":"https://orcid.org/0000-0003-1146-0443","full_name":"Ostermann, Moritz"},{"first_name":"Karoline","full_name":"Käsewieter, Karoline","last_name":"Käsewieter"},{"first_name":"Felipe","full_name":"Cerdas, Felipe","last_name":"Cerdas"},{"last_name":"Marten","id":"338","first_name":"Thorsten","full_name":"Marten, Thorsten"},{"last_name":"Herrmann","full_name":"Herrmann, Christoph","first_name":"Christoph"},{"last_name":"Tröster","id":"553","first_name":"Thomas","full_name":"Tröster, Thomas"}],"user_id":"44763","abstract":[{"lang":"eng","text":"The development of automotive components with reduced greenhouse gas (GHG) emissions is needed to reduce overall vehicle emissions. Life Cycle Engineering (LCE) based on Life Cycle Assessment (LCA) supports this by providing holistic information and improvement potentials regarding eco-efficient products. Key factors influencing LCAs of automotive components, such as material production, will change in the future. First approaches for integrating future scenarios for these key factors into LCE already exist, but they only consider a limited number of parameters and scenarios. This work aims to develop a method that can be practically applied in the industry for integrating prospective LCAs (pLCA) into the LCE of automotive components, considering relevant parameters and consistent scenarios. Therefore, pLCA methods are further developed to investigate the influence of future scenarios on the GHG emissions of automotive components. The practical application is demonstrated for a vehicle component with different design options. This paper shows that different development paths of the foreground and background system can shift the ecological optimum of design alternatives. Therefore, future pathways of relevant parameters must be considered comprehensively to reduce GHG emissions of future vehicles. This work contributes to the methodological and practical integration of pLCA into automotive development processes and provides quantitative results."}],"year":"2023","type":"journal_article","citation":{"chicago":"Grenz, Julian, Moritz Ostermann, Karoline Käsewieter, Felipe Cerdas, Thorsten Marten, Christoph Herrmann, and Thomas Tröster. “Integrating Prospective LCA in the Development of Automotive Components.” Sustainability 15, no. 13 (2023). https://doi.org/10.3390/su151310041.","ama":"Grenz J, Ostermann M, Käsewieter K, et al. Integrating Prospective LCA in the Development of Automotive Components. Sustainability. 2023;15(13). doi:10.3390/su151310041","apa":"Grenz, J., Ostermann, M., Käsewieter, K., Cerdas, F., Marten, T., Herrmann, C., & Tröster, T. (2023). Integrating Prospective LCA in the Development of Automotive Components. Sustainability, 15(13), Article 10041. https://doi.org/10.3390/su151310041","bibtex":"@article{Grenz_Ostermann_Käsewieter_Cerdas_Marten_Herrmann_Tröster_2023, title={Integrating Prospective LCA in the Development of Automotive Components}, volume={15}, DOI={10.3390/su151310041}, number={1310041}, journal={Sustainability}, publisher={MDPI AG}, author={Grenz, Julian and Ostermann, Moritz and Käsewieter, Karoline and Cerdas, Felipe and Marten, Thorsten and Herrmann, Christoph and Tröster, Thomas}, year={2023} }","mla":"Grenz, Julian, et al. “Integrating Prospective LCA in the Development of Automotive Components.” Sustainability, vol. 15, no. 13, 10041, MDPI AG, 2023, doi:10.3390/su151310041.","short":"J. Grenz, M. Ostermann, K. Käsewieter, F. Cerdas, T. Marten, C. Herrmann, T. Tröster, Sustainability 15 (2023).","ieee":"J. Grenz et al., “Integrating Prospective LCA in the Development of Automotive Components,” Sustainability, vol. 15, no. 13, Art. no. 10041, 2023, doi: 10.3390/su151310041."},"main_file_link":[{"open_access":"1","url":"https://www.mdpi.com/2071-1050/15/13/10041"}],"issue":"13","article_number":"10041","_id":"45782","intvolume":" 15"},{"title":"Data-Driven Product Management: A Practitioner-Driven Research Agenda","user_id":"66731","abstract":[{"lang":"eng","text":"The global megatrends of digitization and sustainability lead to new challenges for the design and management of technical products in industrial companies. Product management - as the bridge between market and company - has the task to absorb and combine the manifold requirements and make the right product-related decisions. In the process, product management is confronted with heterogeneous information, rapidly changing portfolio components, as well as increasing product, and organizational complexity. Combining and utilizing data from different sources, e.g., product usage data and social media data leads to promising potentials to improve the quality of product-related decisions. In this paper, we reinforce the need for data-driven product management as an interdisciplinary field of action. The state of data-driven product management in practice was analyzed by conducting workshops with six manufacturing companies and hosting a focus group meeting with experts from different industries. We investigate the expectations and derive requirements leading us to open research questions, a vision for data-driven product management, and a research agenda to shape future research efforts."}],"status":"public","date_created":"2023-06-27T13:46:45Z","author":[{"full_name":"Grigoryan, Khoren","first_name":"Khoren","last_name":"Grigoryan"},{"last_name":"Fichtler","id":"66731","first_name":"Timm","orcid":"https://orcid.org/0000-0001-6034-4399","full_name":"Fichtler, Timm"},{"full_name":"Schreiner, Nick","first_name":"Nick","last_name":"Schreiner"},{"last_name":"Rabe","full_name":"Rabe, Martin","first_name":"Martin"},{"last_name":"Panzner","id":"72658","first_name":"Melina","full_name":"Panzner, Melina"},{"last_name":"Kühn","full_name":"Kühn, Arno","first_name":"Arno"},{"id":"16190","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","first_name":"Roman"},{"orcid":"https://orcid.org/0000-0001-7992-6399","full_name":"Koldewey, Christian","first_name":"Christian","id":"43136","last_name":"Koldewey"}],"publication":"Procedia CIRP 33","department":[{"_id":"563"},{"_id":"241"}],"keyword":["Product Management","Data Analytics","Data-Driven Design","Product-related data","Lifecycle Data","Tool-support"],"date_updated":"2023-06-27T13:57:42Z","_id":"45793","conference":{"name":"33rd CIRP Design Conference","location":"Sydney"},"citation":{"bibtex":"@inproceedings{Grigoryan_Fichtler_Schreiner_Rabe_Panzner_Kühn_Dumitrescu_Koldewey_2023, title={Data-Driven Product Management: A Practitioner-Driven Research Agenda}, booktitle={Procedia CIRP 33}, author={Grigoryan, Khoren and Fichtler, Timm and Schreiner, Nick and Rabe, Martin and Panzner, Melina and Kühn, Arno and Dumitrescu, Roman and Koldewey, Christian}, year={2023} }","mla":"Grigoryan, Khoren, et al. “Data-Driven Product Management: A Practitioner-Driven Research Agenda.” Procedia CIRP 33, 2023.","ieee":"K. Grigoryan et al., “Data-Driven Product Management: A Practitioner-Driven Research Agenda,” presented at the 33rd CIRP Design Conference, Sydney, 2023.","chicago":"Grigoryan, Khoren, Timm Fichtler, Nick Schreiner, Martin Rabe, Melina Panzner, Arno Kühn, Roman Dumitrescu, and Christian Koldewey. “Data-Driven Product Management: A Practitioner-Driven Research Agenda.” In Procedia CIRP 33, 2023.","short":"K. Grigoryan, T. Fichtler, N. Schreiner, M. Rabe, M. Panzner, A. Kühn, R. Dumitrescu, C. Koldewey, in: Procedia CIRP 33, 2023.","apa":"Grigoryan, K., Fichtler, T., Schreiner, N., Rabe, M., Panzner, M., Kühn, A., Dumitrescu, R., & Koldewey, C. (2023). Data-Driven Product Management: A Practitioner-Driven Research Agenda. Procedia CIRP 33. 33rd CIRP Design Conference, Sydney.","ama":"Grigoryan K, Fichtler T, Schreiner N, et al. Data-Driven Product Management: A Practitioner-Driven Research Agenda. In: Procedia CIRP 33. ; 2023."},"year":"2023","type":"conference","language":[{"iso":"eng"}]},{"date_updated":"2023-06-28T09:24:17Z","doi":"10.1186/s12889-023-15581-3","language":[{"iso":"eng"}],"title":"Work-related stressors and coping behaviors among leaders in small and medium-sized IT and technological services enterprises","department":[{"_id":"22"}],"publication_identifier":{"issn":["1471-2458"]},"publication_status":"published","intvolume":" 23","_id":"45807","issue":"1","article_number":"700","citation":{"mla":"Dannheim, Indra, et al. “Work-Related Stressors and Coping Behaviors among Leaders in Small and Medium-Sized IT and Technological Services Enterprises.” BMC Public Health, vol. 23, no. 1, 700, Springer Science and Business Media LLC, 2023, doi:10.1186/s12889-023-15581-3.","bibtex":"@article{Dannheim_Buyken_Kroke_2023, title={Work-related stressors and coping behaviors among leaders in small and medium-sized IT and technological services enterprises}, volume={23}, DOI={10.1186/s12889-023-15581-3}, number={1700}, journal={BMC Public Health}, publisher={Springer Science and Business Media LLC}, author={Dannheim, Indra and Buyken, Anette and Kroke, Anja}, year={2023} }","chicago":"Dannheim, Indra, Anette Buyken, and Anja Kroke. “Work-Related Stressors and Coping Behaviors among Leaders in Small and Medium-Sized IT and Technological Services Enterprises.” BMC Public Health 23, no. 1 (2023). https://doi.org/10.1186/s12889-023-15581-3.","apa":"Dannheim, I., Buyken, A., & Kroke, A. (2023). Work-related stressors and coping behaviors among leaders in small and medium-sized IT and technological services enterprises. BMC Public Health, 23(1), Article 700. https://doi.org/10.1186/s12889-023-15581-3","ama":"Dannheim I, Buyken A, Kroke A. Work-related stressors and coping behaviors among leaders in small and medium-sized IT and technological services enterprises. BMC Public Health. 2023;23(1). doi:10.1186/s12889-023-15581-3","ieee":"I. Dannheim, A. Buyken, and A. Kroke, “Work-related stressors and coping behaviors among leaders in small and medium-sized IT and technological services enterprises,” BMC Public Health, vol. 23, no. 1, Art. no. 700, 2023, doi: 10.1186/s12889-023-15581-3.","short":"I. Dannheim, A. Buyken, A. Kroke, BMC Public Health 23 (2023)."},"year":"2023","type":"journal_article","abstract":[{"lang":"eng","text":"Abstract\r\n Background\r\n Occupational health interventions for leaders are underrepresented in small and medium-sized enterprises (SMEs). When creating and developing effective occupational health interventions, identification of the specific needs of the target group is regarded as an essential step before planning an intervention. Therefore, the aim of this study was (1) to examine the subjectively experienced work-related stressors of leaders in small and medium-sized IT and technological services enterprises, (2) to explore coping behaviors leaders use to deal with the experienced work-related stressors, (3) to investigate resources supporting the coping process and (4) to identify potentially self-perceived consequences resulting from the experienced stressors.\r\n \r\n Methods\r\n Ten semi-structured interviews with leaders in small and medium-sized IT and technological services enterprises were conducted. The interviews were transcribed and analyzed with content-structuring qualitative content analysis in accordance to Kuckartz.\r\n \r\n Results\r\n Leaders in small and medium-sized IT and technological services enterprises experience various stressors caused by work organization as well as industry-related stressors and other work-related stressors. To address the experienced stressors, leaders apply problem focused coping behaviors (e.g. performing changes on structural and personal level), emotional focused coping behaviors (e.g. balancing activities, cognitive restructuring) as well as the utilization of social support. Helpful resources for the coping process include organizational, social and personal resources. As a result of the experienced work-related stressors, interviewees stated to experience different health impairments, negative effects on work quality as well as neglect of leisure activities and lack of time for family and friends.\r\n \r\n Conclusion\r\n The identified experienced work-related stressors, applied coping behaviors, utilized resources and emerging consequences underpin the urgent need for the development and performance of health-oriented leadership interventions for leaders in small and medium- sized IT and technological services. The results of this study can be used when designing a target-oriented intervention for the examined target group.\r\n "}],"user_id":"92491","publication":"BMC Public Health","keyword":["Public Health","Environmental and Occupational Health"],"publisher":"Springer Science and Business Media LLC","author":[{"last_name":"Dannheim","first_name":"Indra","full_name":"Dannheim, Indra"},{"full_name":"Buyken, Anette","first_name":"Anette","id":"65985","last_name":"Buyken"},{"first_name":"Anja","full_name":"Kroke, Anja","last_name":"Kroke"}],"date_created":"2023-06-28T09:23:37Z","status":"public","volume":23},{"author":[{"first_name":"Eva A.","full_name":"Schulte, Eva A.","last_name":"Schulte"},{"last_name":"Winkler","first_name":"Gertrud","full_name":"Winkler, Gertrud"},{"last_name":"Brombach","full_name":"Brombach, Christine","first_name":"Christine"},{"full_name":"Buyken, Anette","first_name":"Anette","id":"65985","last_name":"Buyken"}],"publisher":"Cambridge University Press (CUP)","publication":"Public Health Nutrition","department":[{"_id":"22"}],"keyword":["Public Health","Environmental and Occupational Health","Nutrition and Dietetics","Medicine (miscellaneous)"],"status":"public","date_created":"2023-06-28T09:20:04Z","publication_identifier":{"issn":["1368-9800","1475-2727"]},"publication_status":"published","abstract":[{"lang":"eng","text":"Abstract\r\n\t \r\n\t Objective:\r\n\t To systematically review the impact of choice architecture interventions (CAI) on the food choice of healthy adolescents in a secondary school setting. Factors potentially contributing to the effectiveness of CAI types and numbers implemented and its long-term success were examined.\r\n\t \r\n\t \r\n\t Design:\r\n\t PUBMED and Web of Science were systematically searched in October 2021. Publications were included following predefined inclusion criteria and grouped according to number and duration of implemented interventions. Intervention impact was determined by systematic description of the reported quantitative changes in food choice and/or consumption. Intervention types were compared with regards to food selection and sustained effects either during or following the intervention.\r\n\t \r\n\t \r\n\t Setting:\r\n\t CAI on food choice of healthy adolescents in secondary schools.\r\n\t \r\n\t \r\n\t Participants:\r\n\t Not applicable\r\n\t \r\n\t \r\n\t Results:\r\n\t Fourteen studies were included; four randomized controlled trials and five each of controlled or uncontrolled pre-post design, respectively. Four studies implemented a single CAI type, with ten implementing > 1. Three studies investigated CAI effects over the course of a school year either by continuous or repeated data collection, while ten studies’ schools were visited on selected days during intervention. Twelve studies reported desired changes in overall food selection, yet effects were not always significant, and appeared less conclusive for longer term studies.\r\n\t \r\n\t \r\n\t Conclusions:\r\n\t This review found promising evidence that CAI can be effective in encouraging favorable food choices in healthy adolescents in a secondary school setting. However, further studies designed to evaluate complex interventions are needed.\r\n\t "}],"user_id":"92491","title":"Choice architecture interventions promoting sustained healthier food choice and consumption by students in a secondary school setting: A systematic review of intervention studies","language":[{"iso":"eng"}],"year":"2023","type":"journal_article","citation":{"chicago":"Schulte, Eva A., Gertrud Winkler, Christine Brombach, and Anette Buyken. “Choice Architecture Interventions Promoting Sustained Healthier Food Choice and Consumption by Students in a Secondary School Setting: A Systematic Review of Intervention Studies.” Public Health Nutrition, 2023, 1–23. https://doi.org/10.1017/s1368980023001118.","apa":"Schulte, E. A., Winkler, G., Brombach, C., & Buyken, A. (2023). Choice architecture interventions promoting sustained healthier food choice and consumption by students in a secondary school setting: A systematic review of intervention studies. Public Health Nutrition, 1–23. https://doi.org/10.1017/s1368980023001118","ama":"Schulte EA, Winkler G, Brombach C, Buyken A. Choice architecture interventions promoting sustained healthier food choice and consumption by students in a secondary school setting: A systematic review of intervention studies. Public Health Nutrition. Published online 2023:1-23. doi:10.1017/s1368980023001118","mla":"Schulte, Eva A., et al. “Choice Architecture Interventions Promoting Sustained Healthier Food Choice and Consumption by Students in a Secondary School Setting: A Systematic Review of Intervention Studies.” Public Health Nutrition, Cambridge University Press (CUP), 2023, pp. 1–23, doi:10.1017/s1368980023001118.","bibtex":"@article{Schulte_Winkler_Brombach_Buyken_2023, title={Choice architecture interventions promoting sustained healthier food choice and consumption by students in a secondary school setting: A systematic review of intervention studies}, DOI={10.1017/s1368980023001118}, journal={Public Health Nutrition}, publisher={Cambridge University Press (CUP)}, author={Schulte, Eva A. and Winkler, Gertrud and Brombach, Christine and Buyken, Anette}, year={2023}, pages={1–23} }","short":"E.A. Schulte, G. Winkler, C. Brombach, A. Buyken, Public Health Nutrition (2023) 1–23.","ieee":"E. A. Schulte, G. Winkler, C. Brombach, and A. Buyken, “Choice architecture interventions promoting sustained healthier food choice and consumption by students in a secondary school setting: A systematic review of intervention studies,” Public Health Nutrition, pp. 1–23, 2023, doi: 10.1017/s1368980023001118."},"page":"1-23","_id":"45806","date_updated":"2023-06-28T09:21:35Z","doi":"10.1017/s1368980023001118"},{"date_created":"2023-06-28T09:29:18Z","status":"public","publication_status":"published","publication_identifier":{"issn":["0260-1060","2047-945X"]},"keyword":["Nutrition and Dietetics","General Medicine","Medicine (miscellaneous)"],"publication":"Nutrition and Health","department":[{"_id":"22"}],"author":[{"full_name":"Kranz, Ragna-Marie","first_name":"Ragna-Marie","last_name":"Kranz"},{"last_name":"Kettler","first_name":"Carmen","full_name":"Kettler, Carmen"},{"last_name":"Anand","first_name":"Corinna","full_name":"Anand, Corinna"},{"last_name":"Koeder","full_name":"Koeder, Christian","first_name":"Christian"},{"full_name":"Husain, Sarah","first_name":"Sarah","last_name":"Husain"},{"last_name":"Schoch","full_name":"Schoch, Nora","first_name":"Nora"},{"last_name":"Buyken","id":"65985","first_name":"Anette","full_name":"Buyken, Anette"},{"first_name":"Heike","full_name":"Englert, Heike","last_name":"Englert"}],"publisher":"SAGE Publications","user_id":"92491","title":"Effect of a controlled lifestyle intervention on medication use and costs: The Healthy Lifestyle Community Program (cohort 2)","abstract":[{"lang":"eng","text":" Background: Establishing a healthy lifestyle has a great potential to reduce the prevalence of non-communicable diseases (NCDs) and their risk factors. NCDs contribute immensely to the economic costs of the health care system arising from therapy, medication use, and productivity loss. Aim: The aim of this study was to evaluate the effect of the Healthy Lifestyle Community Program (cohort 2; HLCP-2) on medication use and consequently on medication costs for selected NCDs (diabetes, hypertension, and dyslipidemia). Methods: Data stem from a 24-month non-randomised, controlled intervention trial aiming to improve risk factors for NCDs. Participants completed questionnaires at six measurement time points assessing medication use, from which costs were calculated. The following medication groups were included in the analysis as NCD medication: glucose-lowering medications (GLM), antihypertensive drugs (AHD) and lipid-lowering drugs (LLD). Statistical tests for inter- and intra-group comparison and multiple regression analysis were performed. Results: In total, 118 participants (intervention group [IG]: n = 79; control group [CG]: n = 39) were considered. Compared to baseline medication use decreased slightly in the IG and increased in the CG. Costs for NCD medication were significantly lower in the IG than in the CG after 6 ( p = 0.004), 12 ( p = 0.040), 18 ( p = 0.003) and 24 months ( p = 0.008). After multiple regression analysis and adjusting for confounders, change of costs differed significantly between the groups in all final models. Conclusion: The HLCP-2 was able to moderately prevent an increase of medication use and thus reduce costs for medication to treat NCDs with the greatest impact on AHD. Trial registration German Clinical Trials Register DRKS ( www.drks.de ; reference: DRKS00018775). "}],"language":[{"iso":"eng"}],"citation":{"chicago":"Kranz, Ragna-Marie, Carmen Kettler, Corinna Anand, Christian Koeder, Sarah Husain, Nora Schoch, Anette Buyken, and Heike Englert. “Effect of a Controlled Lifestyle Intervention on Medication Use and Costs: The Healthy Lifestyle Community Program (Cohort 2).” Nutrition and Health, 2023. https://doi.org/10.1177/02601060231164665.","apa":"Kranz, R.-M., Kettler, C., Anand, C., Koeder, C., Husain, S., Schoch, N., Buyken, A., & Englert, H. (2023). Effect of a controlled lifestyle intervention on medication use and costs: The Healthy Lifestyle Community Program (cohort 2). Nutrition and Health, Article 026010602311646. https://doi.org/10.1177/02601060231164665","ama":"Kranz R-M, Kettler C, Anand C, et al. Effect of a controlled lifestyle intervention on medication use and costs: The Healthy Lifestyle Community Program (cohort 2). Nutrition and Health. Published online 2023. doi:10.1177/02601060231164665","mla":"Kranz, Ragna-Marie, et al. “Effect of a Controlled Lifestyle Intervention on Medication Use and Costs: The Healthy Lifestyle Community Program (Cohort 2).” Nutrition and Health, 026010602311646, SAGE Publications, 2023, doi:10.1177/02601060231164665.","bibtex":"@article{Kranz_Kettler_Anand_Koeder_Husain_Schoch_Buyken_Englert_2023, title={Effect of a controlled lifestyle intervention on medication use and costs: The Healthy Lifestyle Community Program (cohort 2)}, DOI={10.1177/02601060231164665}, number={026010602311646}, journal={Nutrition and Health}, publisher={SAGE Publications}, author={Kranz, Ragna-Marie and Kettler, Carmen and Anand, Corinna and Koeder, Christian and Husain, Sarah and Schoch, Nora and Buyken, Anette and Englert, Heike}, year={2023} }","short":"R.-M. Kranz, C. Kettler, C. Anand, C. Koeder, S. Husain, N. Schoch, A. Buyken, H. Englert, Nutrition and Health (2023).","ieee":"R.-M. Kranz et al., “Effect of a controlled lifestyle intervention on medication use and costs: The Healthy Lifestyle Community Program (cohort 2),” Nutrition and Health, Art. no. 026010602311646, 2023, doi: 10.1177/02601060231164665."},"year":"2023","type":"journal_article","doi":"10.1177/02601060231164665","article_number":"026010602311646","date_updated":"2023-06-28T09:29:52Z","_id":"45810"},{"article_number":"2780","issue":"12","intvolume":" 15","_id":"45813","type":"journal_article","year":"2023","citation":{"ieee":"L. Libuda et al., “Full Breastfeeding and Allergic Diseases—Long-Term Protection or Rebound Effects?,” Nutrients, vol. 15, no. 12, Art. no. 2780, 2023, doi: 10.3390/nu15122780.","short":"L. Libuda, B. Filipiak-Pittroff, M. Standl, T. Schikowski, A. von Berg, S. Koletzko, C.-P. Bauer, J. Heinrich, D. Berdel, M. Gappa, Nutrients 15 (2023).","mla":"Libuda, Lars, et al. “Full Breastfeeding and Allergic Diseases—Long-Term Protection or Rebound Effects?” Nutrients, vol. 15, no. 12, 2780, MDPI AG, 2023, doi:10.3390/nu15122780.","bibtex":"@article{Libuda_Filipiak-Pittroff_Standl_Schikowski_von Berg_Koletzko_Bauer_Heinrich_Berdel_Gappa_2023, title={Full Breastfeeding and Allergic Diseases—Long-Term Protection or Rebound Effects?}, volume={15}, DOI={10.3390/nu15122780}, number={122780}, journal={Nutrients}, publisher={MDPI AG}, author={Libuda, Lars and Filipiak-Pittroff, Birgit and Standl, Marie and Schikowski, Tamara and von Berg, Andrea and Koletzko, Sibylle and Bauer, Carl-Peter and Heinrich, Joachim and Berdel, Dietrich and Gappa, Monika}, year={2023} }","chicago":"Libuda, Lars, Birgit Filipiak-Pittroff, Marie Standl, Tamara Schikowski, Andrea von Berg, Sibylle Koletzko, Carl-Peter Bauer, Joachim Heinrich, Dietrich Berdel, and Monika Gappa. “Full Breastfeeding and Allergic Diseases—Long-Term Protection or Rebound Effects?” Nutrients 15, no. 12 (2023). https://doi.org/10.3390/nu15122780.","ama":"Libuda L, Filipiak-Pittroff B, Standl M, et al. Full Breastfeeding and Allergic Diseases—Long-Term Protection or Rebound Effects? Nutrients. 2023;15(12). doi:10.3390/nu15122780","apa":"Libuda, L., Filipiak-Pittroff, B., Standl, M., Schikowski, T., von Berg, A., Koletzko, S., Bauer, C.-P., Heinrich, J., Berdel, D., & Gappa, M. (2023). Full Breastfeeding and Allergic Diseases—Long-Term Protection or Rebound Effects? Nutrients, 15(12), Article 2780. https://doi.org/10.3390/nu15122780"},"user_id":"88682","abstract":[{"text":"A previous follow-up of the GINIplus study showed that breastfeeding could protect against early eczema. However, effects diminished in adolescence, possibly indicating a “rebound effect” in breastfed children after initial protection. We evaluated the role of early eczema until three years of age on allergies until young adulthood and assessed whether early eczema modifies the association between breastfeeding and allergies. Data from GINIplus until 20-years of age (N = 4058) were considered. Information on atopic eczema, asthma, and rhinitis was based on reported physician’s diagnoses. Adjusted Odds Ratios (aOR) were modelled by using generalized estimating equations. Early eczema was associated with eczema (aORs = 3.2–14.4), asthma (aORs = 2.2–2.7), and rhinitis (aORs = 1.2–2.7) until young adulthood. For eczema, this association decreased with age (p-for-interaction = 0.002–0.006). Longitudinal models did not show associations between breastfeeding and the respective allergies from 5 to 20 years of age. Moreover, early eczema generally did not modify the association between milk feeding and allergies except for rhinitis in participants without family history of atopy. Early eczema strongly predicts allergies until young adulthood. While preventive effects of full breastfeeding on eczema in infants with family history of atopy does not persist until young adulthood, the hypothesis of a rebound effect after initial protection cannot be confirmed.","lang":"eng"}],"volume":15,"status":"public","date_created":"2023-06-29T07:53:51Z","author":[{"id":"88682","last_name":"Libuda","orcid":"0000-0003-1603-3133","full_name":"Libuda, Lars","first_name":"Lars"},{"first_name":"Birgit","full_name":"Filipiak-Pittroff, Birgit","last_name":"Filipiak-Pittroff"},{"full_name":"Standl, Marie","first_name":"Marie","last_name":"Standl"},{"full_name":"Schikowski, Tamara","first_name":"Tamara","last_name":"Schikowski"},{"last_name":"von Berg","first_name":"Andrea","full_name":"von Berg, Andrea"},{"last_name":"Koletzko","first_name":"Sibylle","full_name":"Koletzko, Sibylle"},{"full_name":"Bauer, Carl-Peter","first_name":"Carl-Peter","last_name":"Bauer"},{"last_name":"Heinrich","full_name":"Heinrich, Joachim","first_name":"Joachim"},{"last_name":"Berdel","first_name":"Dietrich","full_name":"Berdel, Dietrich"},{"full_name":"Gappa, Monika","first_name":"Monika","last_name":"Gappa"}],"publisher":"MDPI AG","keyword":["Food Science","Nutrition and Dietetics"],"publication":"Nutrients","doi":"10.3390/nu15122780","date_updated":"2023-06-29T07:54:27Z","language":[{"iso":"eng"}],"title":"Full Breastfeeding and Allergic Diseases—Long-Term Protection or Rebound Effects?","publication_identifier":{"issn":["2072-6643"]},"publication_status":"published","department":[{"_id":"35"},{"_id":"17"},{"_id":"22"}]},{"oa":"1","date_updated":"2023-06-29T09:14:26Z","_id":"31880","conference":{"name":"International Conference on Learning Representations, ICLR","location":"Kigali, Ruanda"},"citation":{"mla":"Nguyen, Duc Anh, et al. “Memorization-Dilation: Modeling Neural Collapse Under Noise.” International Conference on Learning Representations, ICLR, 2023.","bibtex":"@inproceedings{Nguyen_Levie_Lienen_Kutyniok_Hüllermeier_2023, title={Memorization-Dilation: Modeling Neural Collapse Under Noise}, booktitle={International Conference on Learning Representations, ICLR}, author={Nguyen, Duc Anh and Levie, Ron and Lienen, Julian and Kutyniok, Gitta and Hüllermeier, Eyke}, year={2023} }","apa":"Nguyen, D. A., Levie, R., Lienen, J., Kutyniok, G., & Hüllermeier, E. (2023). Memorization-Dilation: Modeling Neural Collapse Under Noise. International Conference on Learning Representations, ICLR. International Conference on Learning Representations, ICLR, Kigali, Ruanda.","ama":"Nguyen DA, Levie R, Lienen J, Kutyniok G, Hüllermeier E. Memorization-Dilation: Modeling Neural Collapse Under Noise. In: International Conference on Learning Representations, ICLR. ; 2023.","chicago":"Nguyen, Duc Anh, Ron Levie, Julian Lienen, Gitta Kutyniok, and Eyke Hüllermeier. “Memorization-Dilation: Modeling Neural Collapse Under Noise.” In International Conference on Learning Representations, ICLR, 2023.","ieee":"D. A. Nguyen, R. Levie, J. Lienen, G. Kutyniok, and E. Hüllermeier, “Memorization-Dilation: Modeling Neural Collapse Under Noise,” presented at the International Conference on Learning Representations, ICLR, Kigali, Ruanda, 2023.","short":"D.A. Nguyen, R. Levie, J. Lienen, G. Kutyniok, E. Hüllermeier, in: International Conference on Learning Representations, ICLR, 2023."},"type":"conference","year":"2023","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://arxiv.org/abs/2206.05530","open_access":"1"}],"title":"Memorization-Dilation: Modeling Neural Collapse Under Noise","user_id":"44040","abstract":[{"lang":"eng","text":"The notion of neural collapse refers to several emergent phenomena that have been empirically observed across various canonical classification problems. During the terminal phase of training a deep neural network, the feature embedding of all examples of the same class tend to collapse to a single representation, and the features of different classes tend to separate as much as possible. Neural collapse is often studied through a simplified model, called the unconstrained feature representation, in which the model is assumed to have \"infinite expressivity\" and can map each data point to any arbitrary representation. In this work, we propose a more realistic variant of the unconstrained feature representation that takes the limited expressivity of the network into account. Empirical evidence suggests that the memorization of noisy data points leads to a degradation (dilation) of the neural collapse. Using a model of the memorization-dilation (M-D) phenomenon, we show one mechanism by which different losses lead to different performances of the trained network on noisy data. Our proofs reveal why label smoothing, a modification of cross-entropy empirically observed to produce a regularization effect, leads to improved generalization in classification tasks."}],"status":"public","date_created":"2022-06-14T14:48:36Z","author":[{"last_name":"Nguyen","first_name":"Duc Anh","full_name":"Nguyen, Duc Anh"},{"full_name":"Levie, Ron","first_name":"Ron","last_name":"Levie"},{"last_name":"Lienen","id":"44040","first_name":"Julian","full_name":"Lienen, Julian"},{"last_name":"Kutyniok","first_name":"Gitta","full_name":"Kutyniok, Gitta"},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","id":"48129","last_name":"Hüllermeier"}],"publication":"International Conference on Learning Representations, ICLR"},{"main_file_link":[{"url":"https://arxiv.org/pdf/2305.13764.pdf","open_access":"1"}],"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} }","mla":"Lienen, Julian, and Eyke Hüllermeier. “Mitigating Label Noise through Data Ambiguation.” ArXiv:2305.13764, 2023.","chicago":"Lienen, Julian, and Eyke Hüllermeier. “Mitigating Label Noise through Data Ambiguation.” ArXiv:2305.13764, 2023.","apa":"Lienen, J., & Hüllermeier, E. (2023). Mitigating Label Noise through Data Ambiguation. In arXiv:2305.13764.","ama":"Lienen J, Hüllermeier E. Mitigating Label Noise through Data Ambiguation. arXiv:230513764. Published online 2023.","ieee":"J. Lienen and E. Hüllermeier, “Mitigating Label Noise through Data Ambiguation,” arXiv:2305.13764. 2023.","short":"J. Lienen, E. Hüllermeier, ArXiv:2305.13764 (2023)."},"year":"2023","type":"preprint","language":[{"iso":"eng"}],"date_updated":"2023-06-29T09:12:21Z","_id":"45814","oa":"1","author":[{"first_name":"Julian","full_name":"Lienen, Julian","last_name":"Lienen"},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","last_name":"Hüllermeier"}],"publication":"arXiv:2305.13764","status":"public","date_created":"2023-06-29T09:06:34Z","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"}],"external_id":{"arxiv":["2305.13764"]},"title":"Mitigating Label Noise through Data Ambiguation","user_id":"44040"},{"status":"public","date_created":"2023-06-28T11:18:12Z","author":[{"last_name":"Özcan","id":"45137","first_name":"Leon","full_name":"Özcan, Leon"},{"full_name":"Fichtler, Timm","orcid":"https://orcid.org/0000-0001-6034-4399","first_name":"Timm","id":"66731","last_name":"Fichtler"},{"first_name":"Benjamin","full_name":"Kasten, Benjamin","last_name":"Kasten"},{"orcid":"https://orcid.org/0000-0001-7992-6399","full_name":"Koldewey, Christian","first_name":"Christian","id":"43136","last_name":"Koldewey"},{"full_name":"Dumitrescu, Roman","first_name":"Roman","id":"16190","last_name":"Dumitrescu"}],"keyword":["Digital Platform","Platform Strategy","Strategic Management","Platform Life Cycle","Interview Study","Business Model","Business-to-Business","Two-sided Market","Multi-sided Market"],"department":[{"_id":"563"}],"title":"Interview Study on Strategy Options for Platform Operation in B2B Markets","user_id":"66731","year":"2023","citation":{"mla":"Özcan, Leon, et al. Interview Study on Strategy Options for Platform Operation in B2B Markets. 2023.","bibtex":"@inproceedings{Özcan_Fichtler_Kasten_Koldewey_Dumitrescu_2023, title={Interview Study on Strategy Options for Platform Operation in B2B Markets}, author={Özcan, Leon and Fichtler, Timm and Kasten, Benjamin and Koldewey, Christian and Dumitrescu, Roman}, year={2023} }","apa":"Özcan, L., Fichtler, T., Kasten, B., Koldewey, C., & Dumitrescu, R. (2023). Interview Study on Strategy Options for Platform Operation in B2B Markets. ISPIM Innovation Conference, Ljubljana.","ama":"Özcan L, Fichtler T, Kasten B, Koldewey C, Dumitrescu R. Interview Study on Strategy Options for Platform Operation in B2B Markets. In: ; 2023.","chicago":"Özcan, Leon, Timm Fichtler, Benjamin Kasten, Christian Koldewey, and Roman Dumitrescu. “Interview Study on Strategy Options for Platform Operation in B2B Markets,” 2023.","ieee":"L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, and R. Dumitrescu, “Interview Study on Strategy Options for Platform Operation in B2B Markets,” presented at the ISPIM Innovation Conference, Ljubljana, 2023.","short":"L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, R. Dumitrescu, in: 2023."},"type":"conference","language":[{"iso":"eng"}],"_id":"45812","date_updated":"2023-06-28T11:18:31Z","conference":{"name":"ISPIM Innovation Conference","location":"Ljubljana"}},{"abstract":[{"text":"As cognitive function is critical for muscle coordination, cognitive training may also improve neuromuscular control strategy and knee function following an anterior cruciate ligament reconstruction (ACLR). The purpose of this case-control study was to examine the effects of cognitive training on joint stiffness regulation in response to negative visual stimuli and knee function following ACLR. A total of 20 ACLR patients and 20 healthy controls received four weeks of online cognitive training. Executive function, joint stiffness in response to emotionally evocative visual stimuli (neutral, fearful, knee injury related), and knee function outcomes before and after the intervention were compared. Both groups improved executive function following the intervention (p = 0.005). The ACLR group had greater mid-range stiffness in response to fearful (p = 0.024) and injury-related pictures (p = 0.017) than neutral contents before the intervention, while no post-intervention stiffness differences were observed among picture types. The ACLR group showed better single-legged hop for distance after cognitive training (p = 0.047), while the healthy group demonstrated no improvement. Cognitive training enhanced executive function, which may reduce joint stiffness dysregulation in response to emotionally arousing images and improve knee function in ACLR patients, presumably by facilitating neural processing necessary for neuromuscular control.","lang":"eng"}],"user_id":"46","author":[{"last_name":"An","full_name":"An, Yong Woo","first_name":"Yong Woo"},{"full_name":"Kim, Kyung-Min","first_name":"Kyung-Min","last_name":"Kim"},{"last_name":"DiTrani Lobacz","first_name":"Andrea","full_name":"DiTrani Lobacz, Andrea"},{"last_name":"Baumeister","id":"46","first_name":"Jochen","orcid":"0000-0003-2683-5826","full_name":"Baumeister, Jochen"},{"last_name":"Higginson","first_name":"Jill S.","full_name":"Higginson, Jill S."},{"first_name":"Jeffrey","full_name":"Rosen, Jeffrey","last_name":"Rosen"},{"first_name":"Charles Buz","full_name":"Swanik, Charles Buz","last_name":"Swanik"}],"publisher":"MDPI AG","publication":"Healthcare","keyword":["Health Information Management","Health Informatics","Health Policy","Leadership and Management"],"status":"public","date_created":"2023-06-30T13:47:33Z","volume":11,"_id":"45824","intvolume":" 11","issue":"13","article_number":"1875","year":"2023","type":"journal_article","citation":{"ama":"An YW, Kim K-M, DiTrani Lobacz A, et al. Cognitive Training Improves Joint Stiffness Regulation and Function in ACLR Patients Compared to Healthy Controls. Healthcare. 2023;11(13). doi:10.3390/healthcare11131875","apa":"An, Y. W., Kim, K.-M., DiTrani Lobacz, A., Baumeister, J., Higginson, J. S., Rosen, J., & Swanik, C. B. (2023). Cognitive Training Improves Joint Stiffness Regulation and Function in ACLR Patients Compared to Healthy Controls. Healthcare, 11(13), Article 1875. https://doi.org/10.3390/healthcare11131875","chicago":"An, Yong Woo, Kyung-Min Kim, Andrea DiTrani Lobacz, Jochen Baumeister, Jill S. Higginson, Jeffrey Rosen, and Charles Buz Swanik. “Cognitive Training Improves Joint Stiffness Regulation and Function in ACLR Patients Compared to Healthy Controls.” Healthcare 11, no. 13 (2023). https://doi.org/10.3390/healthcare11131875.","bibtex":"@article{An_Kim_DiTrani Lobacz_Baumeister_Higginson_Rosen_Swanik_2023, title={Cognitive Training Improves Joint Stiffness Regulation and Function in ACLR Patients Compared to Healthy Controls}, volume={11}, DOI={10.3390/healthcare11131875}, number={131875}, journal={Healthcare}, publisher={MDPI AG}, author={An, Yong Woo and Kim, Kyung-Min and DiTrani Lobacz, Andrea and Baumeister, Jochen and Higginson, Jill S. and Rosen, Jeffrey and Swanik, Charles Buz}, year={2023} }","mla":"An, Yong Woo, et al. “Cognitive Training Improves Joint Stiffness Regulation and Function in ACLR Patients Compared to Healthy Controls.” Healthcare, vol. 11, no. 13, 1875, MDPI AG, 2023, doi:10.3390/healthcare11131875.","short":"Y.W. An, K.-M. Kim, A. DiTrani Lobacz, J. Baumeister, J.S. Higginson, J. Rosen, C.B. Swanik, Healthcare 11 (2023).","ieee":"Y. W. An et al., “Cognitive Training Improves Joint Stiffness Regulation and Function in ACLR Patients Compared to Healthy Controls,” Healthcare, vol. 11, no. 13, Art. no. 1875, 2023, doi: 10.3390/healthcare11131875."},"title":"Cognitive Training Improves Joint Stiffness Regulation and Function in ACLR Patients Compared to Healthy Controls","department":[{"_id":"17"}],"publication_status":"published","publication_identifier":{"issn":["2227-9032"]},"date_updated":"2023-06-30T13:48:21Z","doi":"10.3390/healthcare11131875","language":[{"iso":"eng"}]},{"abstract":[{"lang":"eng","text":"Many applications require explainable node classification in knowledge graphs. Towards this end, a popular ``white-box'' approach is class expression learning: Given sets of positive and negative nodes, class expressions in description logics are learned that separate positive from negative nodes. Most existing approaches are search-based approaches generating many candidate class expressions and selecting the best one. However, they often take a long time to find suitable class expressions. In this paper, we cast class expression learning as a translation problem and propose a new family of class expression learning approaches which we dub neural class expression synthesizers. Training examples are ``translated'' into class expressions in a fashion akin to machine translation. Consequently, our synthesizers are not subject to the runtime limitations of search-based approaches. We study three instances of this novel family of approaches based on LSTMs, GRUs, and set transformers, respectively. An evaluation of our approach on four benchmark datasets suggests that it can effectively synthesize high-quality class expressions with respect to the input examples in approximately one second on average. Moreover, a comparison to state-of-the-art approaches suggests that we achieve better F-measures on large datasets. For reproducibility purposes, we provide our implementation as well as pretrained models in our public GitHub repository at https://github.com/dice-group/NeuralClassExpressionSynthesis"}],"user_id":"11871","publisher":"Springer International Publishing","author":[{"id":"87189","last_name":"KOUAGOU","full_name":"KOUAGOU, N'Dah Jean","first_name":"N'Dah Jean"},{"orcid":"0000-0002-4525-6865","full_name":"Heindorf, Stefan","first_name":"Stefan","id":"11871","last_name":"Heindorf"},{"full_name":"Demir, Caglar","first_name":"Caglar","id":"43817","last_name":"Demir"},{"first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille","last_name":"Ngonga Ngomo","id":"65716"}],"keyword":["Neural network","Concept learning","Description logics"],"publication":"The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)","volume":13870,"status":"public","date_created":"2022-10-15T19:20:11Z","_id":"33734","intvolume":" 13870","conference":{"end_date":"2023-06-01","location":"Hersonissos, Crete, Greece","start_date":"2023-05-28","name":"20th Extended Semantic Web Conference"},"main_file_link":[{"url":"https://2023.eswc-conferences.org/wp-content/uploads/2023/05/paper_Kouagou_2023_Neural.pdf","open_access":"1"}],"citation":{"ama":"KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis. In: Pesquita C, Jimenez-Ruiz E, McCusker J, et al., eds. The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023). Vol 13870. Springer International Publishing; 2023:209-226. doi:https://doi.org/10.1007/978-3-031-33455-9_13","apa":"KOUAGOU, N. J., Heindorf, S., Demir, C., & Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis. In C. Pesquita, E. Jimenez-Ruiz, J. McCusker, D. Faria, M. Dragoni, A. Dimou, R. Troncy, & S. Hertling (Eds.), The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023) (Vol. 13870, pp. 209–226). Springer International Publishing. https://doi.org/10.1007/978-3-031-33455-9_13","chicago":"KOUAGOU, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Neural Class Expression Synthesis.” In The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), edited by Catia Pesquita, Ernesto Jimenez-Ruiz, Jamie McCusker, Daniel Faria, Mauro Dragoni, Anastasia Dimou, Raphael Troncy, and Sven Hertling, 13870:209–26. Springer International Publishing, 2023. https://doi.org/10.1007/978-3-031-33455-9_13.","bibtex":"@inproceedings{KOUAGOU_Heindorf_Demir_Ngonga Ngomo_2023, title={Neural Class Expression Synthesis}, volume={13870}, DOI={https://doi.org/10.1007/978-3-031-33455-9_13}, booktitle={The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)}, publisher={Springer International Publishing}, author={KOUAGOU, N’Dah Jean and Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, editor={Pesquita, Catia and Jimenez-Ruiz, Ernesto and McCusker, Jamie and Faria, Daniel and Dragoni, Mauro and Dimou, Anastasia and Troncy, Raphael and Hertling, Sven}, year={2023}, pages={209–226} }","mla":"KOUAGOU, N’Dah Jean, et al. “Neural Class Expression Synthesis.” The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), edited by Catia Pesquita et al., vol. 13870, Springer International Publishing, 2023, pp. 209–26, doi:https://doi.org/10.1007/978-3-031-33455-9_13.","short":"N.J. KOUAGOU, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: C. Pesquita, E. Jimenez-Ruiz, J. McCusker, D. Faria, M. Dragoni, A. Dimou, R. Troncy, S. Hertling (Eds.), The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), Springer International Publishing, 2023, pp. 209–226.","ieee":"N. J. KOUAGOU, S. Heindorf, C. Demir, and A.-C. Ngonga Ngomo, “Neural Class Expression Synthesis,” in The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), Hersonissos, Crete, Greece, 2023, vol. 13870, pp. 209–226, doi: https://doi.org/10.1007/978-3-031-33455-9_13."},"type":"conference","year":"2023","page":"209 - 226","external_id":{"unknown":["https://link.springer.com/chapter/10.1007/978-3-031-33455-9_13"]},"title":"Neural Class Expression Synthesis","department":[{"_id":"574"},{"_id":"760"}],"editor":[{"full_name":"Pesquita, Catia","first_name":"Catia","last_name":"Pesquita"},{"full_name":"Jimenez-Ruiz, Ernesto","first_name":"Ernesto","last_name":"Jimenez-Ruiz"},{"last_name":"McCusker","first_name":"Jamie","full_name":"McCusker, Jamie"},{"last_name":"Faria","first_name":"Daniel","full_name":"Faria, Daniel"},{"full_name":"Dragoni, Mauro","first_name":"Mauro","last_name":"Dragoni"},{"full_name":"Dimou, Anastasia","first_name":"Anastasia","last_name":"Dimou"},{"last_name":"Troncy","first_name":"Raphael","full_name":"Troncy, Raphael"},{"last_name":"Hertling","full_name":"Hertling, Sven","first_name":"Sven"}],"publication_identifier":{"unknown":["978-3-031-33455-9"]},"publication_status":"published","project":[{"name":"KnowGraphs: KnowGraphs: Knowledge Graphs at Scale","_id":"410"},{"_id":"407","name":"ENEXA: Efficient Explainable Learning on Knowledge Graphs","grant_number":"101070305"},{"name":"SAIL: SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems","grant_number":"NW21-059D","_id":"285"}],"date_updated":"2023-07-02T18:10:02Z","doi":"https://doi.org/10.1007/978-3-031-33455-9_13","oa":"1","language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"citation":{"ieee":"L. N. Sieger, S. Heindorf, L. Blübaum, and A.-C. Ngonga Ngomo, “Counterfactual Explanations for Concepts in ELH,” arXiv:2301.05109. 2023.","short":"L.N. Sieger, S. Heindorf, L. Blübaum, A.-C. Ngonga Ngomo, ArXiv:2301.05109 (2023).","bibtex":"@article{Sieger_Heindorf_Blübaum_Ngonga Ngomo_2023, title={Counterfactual Explanations for Concepts in ELH}, journal={arXiv:2301.05109}, author={Sieger, Leonie Nora and Heindorf, Stefan and Blübaum, Lukas and Ngonga Ngomo, Axel-Cyrille}, year={2023} }","mla":"Sieger, Leonie Nora, et al. “Counterfactual Explanations for Concepts in ELH.” ArXiv:2301.05109, 2023.","ama":"Sieger LN, Heindorf S, Blübaum L, Ngonga Ngomo A-C. Counterfactual Explanations for Concepts in ELH. arXiv:230105109. Published online 2023.","apa":"Sieger, L. N., Heindorf, S., Blübaum, L., & Ngonga Ngomo, A.-C. (2023). Counterfactual Explanations for Concepts in ELH. In arXiv:2301.05109.","chicago":"Sieger, Leonie Nora, Stefan Heindorf, Lukas Blübaum, and Axel-Cyrille Ngonga Ngomo. “Counterfactual Explanations for Concepts in ELH.” ArXiv:2301.05109, 2023."},"year":"2023","type":"preprint","main_file_link":[{"url":"https://arxiv.org/pdf/2301.05109.pdf"}],"date_updated":"2023-07-02T18:10:34Z","_id":"37937","date_created":"2023-01-22T19:36:01Z","status":"public","department":[{"_id":"574"},{"_id":"760"}],"publication":"arXiv:2301.05109","author":[{"full_name":"Sieger, Leonie Nora","first_name":"Leonie Nora","id":"93402","last_name":"Sieger"},{"first_name":"Stefan","orcid":"0000-0002-4525-6865","full_name":"Heindorf, Stefan","last_name":"Heindorf","id":"11871"},{"last_name":"Blübaum","full_name":"Blübaum, Lukas","first_name":"Lukas"},{"id":"65716","last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","first_name":"Axel-Cyrille"}],"user_id":"11871","title":"Counterfactual Explanations for Concepts in ELH","abstract":[{"text":"Knowledge bases are widely used for information management on the web,\r\nenabling high-impact applications such as web search, question answering, and\r\nnatural language processing. They also serve as the backbone for automatic\r\ndecision systems, e.g. for medical diagnostics and credit scoring. As\r\nstakeholders affected by these decisions would like to understand their\r\nsituation and verify fair decisions, a number of explanation approaches have\r\nbeen proposed using concepts in description logics. However, the learned\r\nconcepts can become long and difficult to fathom for non-experts, even when\r\nverbalized. Moreover, long concepts do not immediately provide a clear path of\r\naction to change one's situation. Counterfactuals answering the question \"How\r\nmust feature values be changed to obtain a different classification?\" have been\r\nproposed as short, human-friendly explanations for tabular data. In this paper,\r\nwe transfer the notion of counterfactuals to description logics and propose the\r\nfirst algorithm for generating counterfactual explanations in the description\r\nlogic $\\mathcal{ELH}$. Counterfactual candidates are generated from concepts\r\nand the candidates with fewest feature changes are selected as counterfactuals.\r\nIn case of multiple counterfactuals, we rank them according to the likeliness\r\nof their feature combinations. For evaluation, we conduct a user survey to\r\ninvestigate which of the generated counterfactual candidates are preferred for\r\nexplanation by participants. In a second study, we explore possible use cases\r\nfor counterfactual explanations.","lang":"eng"}],"external_id":{"arxiv":["2301.05109"]}},{"date_updated":"2023-06-30T14:20:31Z","_id":"45244","oa":"1","main_file_link":[{"url":"https://arxiv.org/pdf/2305.13764.pdf","open_access":"1"}],"citation":{"apa":"Lienen, J., & Hüllermeier, E. (2023). Mitigating Label Noise through Data Ambiguation. In arXiv:2305.13764.","ama":"Lienen J, Hüllermeier E. Mitigating Label Noise through Data Ambiguation. arXiv:230513764. Published online 2023.","chicago":"Lienen, Julian, and Eyke Hüllermeier. “Mitigating Label Noise through Data Ambiguation.” ArXiv:2305.13764, 2023.","mla":"Lienen, Julian, and Eyke Hüllermeier. “Mitigating Label Noise through Data Ambiguation.” ArXiv:2305.13764, 2023.","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).","ieee":"J. Lienen and E. Hüllermeier, “Mitigating Label Noise through Data Ambiguation,” arXiv:2305.13764. 2023."},"year":"2023","type":"preprint","language":[{"iso":"eng"}],"external_id":{"arxiv":["2305.13764"]},"abstract":[{"lang":"eng","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."}],"title":"Mitigating Label Noise through Data Ambiguation","user_id":"44040","publication":"arXiv:2305.13764","author":[{"full_name":"Lienen, Julian","first_name":"Julian","last_name":"Lienen"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier"}],"date_created":"2023-05-24T05:28:34Z","status":"public"},{"title":"Electrode Potential-Dependent Studies of Protein Adsorption on Ti6Al4V Alloy","department":[{"_id":"302"}],"publication_status":"published","publication_identifier":{"issn":["1420-3049"]},"date_updated":"2023-07-03T08:07:55Z","doi":"10.3390/molecules28135109","language":[{"iso":"eng"}],"abstract":[{"text":"This article presents the potential-dependent adsorption of two proteins, bovine serum albumin (BSA) and lysozyme (LYZ), on Ti6Al4V alloy at pH 7.4 and 37 °C. The adsorption process was studied on an electropolished alloy under cathodic and anodic overpotentials, compared to the open circuit potential (OCP). To analyze the adsorption process, various complementary interface analytical techniques were employed, including PM-IRRAS (polarization-modulation infrared reflection-absorption spectroscopy), AFM (atomic force microscopy), XPS (X-ray photoelectron spectroscopy), and E-QCM (electrochemical quartz crystal microbalance) measurements. The polarization experiments were conducted within a potential range where charging of the electric double layer dominates, and Faradaic currents can be disregarded. The findings highlight the significant influence of the interfacial charge distribution on the adsorption of BSA and LYZ onto the alloy surface. Furthermore, electrochemical analysis of the protein layers formed under applied overpotentials demonstrated improved corrosion protection properties. These studies provide valuable insights into protein adsorption on titanium alloys under physiological conditions, characterized by varying potentials of the passive alloy.","lang":"eng"}],"user_id":"48864","author":[{"first_name":"Belma","full_name":"Duderija, Belma","last_name":"Duderija","id":"54863"},{"last_name":"González-Orive","first_name":"Alejandro","full_name":"González-Orive, Alejandro"},{"first_name":"Christoph","full_name":"Ebbert, Christoph","last_name":"Ebbert","id":"7266"},{"last_name":"Neßlinger","full_name":"Neßlinger, Vanessa","first_name":"Vanessa"},{"last_name":"Keller","id":"48864","first_name":"Adrian","full_name":"Keller, Adrian","orcid":"0000-0001-7139-3110"},{"id":"194","last_name":"Grundmeier","full_name":"Grundmeier, Guido","first_name":"Guido"}],"publisher":"MDPI AG","keyword":["Chemistry (miscellaneous)","Analytical Chemistry","Organic Chemistry","Physical and Theoretical Chemistry","Molecular Medicine","Drug Discovery","Pharmaceutical Science"],"publication":"Molecules","volume":28,"status":"public","date_created":"2023-07-03T08:06:28Z","intvolume":" 28","_id":"45828","issue":"13","type":"journal_article","year":"2023","citation":{"short":"B. Duderija, A. González-Orive, C. Ebbert, V. Neßlinger, A. Keller, G. Grundmeier, Molecules 28 (2023) 5109.","ieee":"B. Duderija, A. González-Orive, C. Ebbert, V. Neßlinger, A. Keller, and G. Grundmeier, “Electrode Potential-Dependent Studies of Protein Adsorption on Ti6Al4V Alloy,” Molecules, vol. 28, no. 13, p. 5109, 2023, doi: 10.3390/molecules28135109.","chicago":"Duderija, Belma, Alejandro González-Orive, Christoph Ebbert, Vanessa Neßlinger, Adrian Keller, and Guido Grundmeier. “Electrode Potential-Dependent Studies of Protein Adsorption on Ti6Al4V Alloy.” Molecules 28, no. 13 (2023): 5109. https://doi.org/10.3390/molecules28135109.","apa":"Duderija, B., González-Orive, A., Ebbert, C., Neßlinger, V., Keller, A., & Grundmeier, G. (2023). Electrode Potential-Dependent Studies of Protein Adsorption on Ti6Al4V Alloy. Molecules, 28(13), 5109. https://doi.org/10.3390/molecules28135109","ama":"Duderija B, González-Orive A, Ebbert C, Neßlinger V, Keller A, Grundmeier G. Electrode Potential-Dependent Studies of Protein Adsorption on Ti6Al4V Alloy. Molecules. 2023;28(13):5109. doi:10.3390/molecules28135109","bibtex":"@article{Duderija_González-Orive_Ebbert_Neßlinger_Keller_Grundmeier_2023, title={Electrode Potential-Dependent Studies of Protein Adsorption on Ti6Al4V Alloy}, volume={28}, DOI={10.3390/molecules28135109}, number={13}, journal={Molecules}, publisher={MDPI AG}, author={Duderija, Belma and González-Orive, Alejandro and Ebbert, Christoph and Neßlinger, Vanessa and Keller, Adrian and Grundmeier, Guido}, year={2023}, pages={5109} }","mla":"Duderija, Belma, et al. “Electrode Potential-Dependent Studies of Protein Adsorption on Ti6Al4V Alloy.” Molecules, vol. 28, no. 13, MDPI AG, 2023, p. 5109, doi:10.3390/molecules28135109."},"page":"5109"},{"date_created":"2023-07-03T08:08:29Z","status":"public","publication_status":"published","publication_identifier":{"isbn":["9780124095472"]},"department":[{"_id":"302"}],"publication":"Reference Module in Chemistry, Molecular Sciences and Chemical Engineering","author":[{"id":"48864","last_name":"Keller","full_name":"Keller, Adrian","orcid":"0000-0001-7139-3110","first_name":"Adrian"},{"last_name":"Grundmeier","id":"194","first_name":"Guido","full_name":"Grundmeier, Guido"}],"publisher":"Elsevier","user_id":"48864","title":"High-speed AFM studies of macromolecular dynamics at solid/liquid interfaces","language":[{"iso":"eng"}],"year":"2023","type":"book_chapter","citation":{"short":"A. Keller, G. Grundmeier, in: Reference Module in Chemistry, Molecular Sciences and Chemical Engineering, Elsevier, 2023.","ieee":"A. Keller and G. Grundmeier, “High-speed AFM studies of macromolecular dynamics at solid/liquid interfaces,” in Reference Module in Chemistry, Molecular Sciences and Chemical Engineering, Elsevier, 2023.","chicago":"Keller, Adrian, and Guido Grundmeier. “High-Speed AFM Studies of Macromolecular Dynamics at Solid/Liquid Interfaces.” In Reference Module in Chemistry, Molecular Sciences and Chemical Engineering. Elsevier, 2023. https://doi.org/10.1016/b978-0-323-85669-0.00123-9.","apa":"Keller, A., & Grundmeier, G. (2023). High-speed AFM studies of macromolecular dynamics at solid/liquid interfaces. In Reference Module in Chemistry, Molecular Sciences and Chemical Engineering. Elsevier. https://doi.org/10.1016/b978-0-323-85669-0.00123-9","ama":"Keller A, Grundmeier G. High-speed AFM studies of macromolecular dynamics at solid/liquid interfaces. In: Reference Module in Chemistry, Molecular Sciences and Chemical Engineering. Elsevier; 2023. doi:10.1016/b978-0-323-85669-0.00123-9","bibtex":"@inbook{Keller_Grundmeier_2023, title={High-speed AFM studies of macromolecular dynamics at solid/liquid interfaces}, DOI={10.1016/b978-0-323-85669-0.00123-9}, booktitle={Reference Module in Chemistry, Molecular Sciences and Chemical Engineering}, publisher={Elsevier}, author={Keller, Adrian and Grundmeier, Guido}, year={2023} }","mla":"Keller, Adrian, and Guido Grundmeier. “High-Speed AFM Studies of Macromolecular Dynamics at Solid/Liquid Interfaces.” Reference Module in Chemistry, Molecular Sciences and Chemical Engineering, Elsevier, 2023, doi:10.1016/b978-0-323-85669-0.00123-9."},"doi":"10.1016/b978-0-323-85669-0.00123-9","date_updated":"2023-07-03T08:08:44Z","_id":"45829"},{"title":"Die epistemische Gewalt KI-basierter Gesichtserkennung. Wie ein codierter Blick neue Formen der technologisierten Subalternität erschafft","user_id":"99059","publication":"Bedeutung und Implikationen epistemischer Ungerechtigkeit","publisher":"Tectum – ein Verlag in der Nomos Verlagsgesellschaft","author":[{"last_name":"Kostan","full_name":"Kostan, Anastassija","first_name":"Anastassija"}],"publication_status":"published","publication_identifier":{"isbn":["9783828877368"]},"date_created":"2023-07-03T08:30:29Z","status":"public","_id":"45833","date_updated":"2023-07-03T08:38:39Z","doi":"10.5771/9783828877368-253","type":"book_chapter","citation":{"apa":"Kostan, A. (2023). Die epistemische Gewalt KI-basierter Gesichtserkennung. Wie ein codierter Blick neue Formen der technologisierten Subalternität erschafft. In Bedeutung und Implikationen epistemischer Ungerechtigkeit. Tectum – ein Verlag in der Nomos Verlagsgesellschaft. https://doi.org/10.5771/9783828877368-253","ama":"Kostan A. Die epistemische Gewalt KI-basierter Gesichtserkennung. Wie ein codierter Blick neue Formen der technologisierten Subalternität erschafft. In: Bedeutung Und Implikationen Epistemischer Ungerechtigkeit. Tectum – ein Verlag in der Nomos Verlagsgesellschaft; 2023. doi:10.5771/9783828877368-253","chicago":"Kostan, Anastassija. “Die Epistemische Gewalt KI-Basierter Gesichtserkennung. Wie Ein Codierter Blick Neue Formen Der Technologisierten Subalternität Erschafft.” In Bedeutung Und Implikationen Epistemischer Ungerechtigkeit. Tectum – ein Verlag in der Nomos Verlagsgesellschaft, 2023. https://doi.org/10.5771/9783828877368-253.","mla":"Kostan, Anastassija. “Die Epistemische Gewalt KI-Basierter Gesichtserkennung. Wie Ein Codierter Blick Neue Formen Der Technologisierten Subalternität Erschafft.” Bedeutung Und Implikationen Epistemischer Ungerechtigkeit, Tectum – ein Verlag in der Nomos Verlagsgesellschaft, 2023, doi:10.5771/9783828877368-253.","bibtex":"@inbook{Kostan_2023, title={Die epistemische Gewalt KI-basierter Gesichtserkennung. Wie ein codierter Blick neue Formen der technologisierten Subalternität erschafft}, DOI={10.5771/9783828877368-253}, booktitle={Bedeutung und Implikationen epistemischer Ungerechtigkeit}, publisher={Tectum – ein Verlag in der Nomos Verlagsgesellschaft}, author={Kostan, Anastassija}, year={2023} }","short":"A. Kostan, in: Bedeutung Und Implikationen Epistemischer Ungerechtigkeit, Tectum – ein Verlag in der Nomos Verlagsgesellschaft, 2023.","ieee":"A. Kostan, “Die epistemische Gewalt KI-basierter Gesichtserkennung. Wie ein codierter Blick neue Formen der technologisierten Subalternität erschafft,” in Bedeutung und Implikationen epistemischer Ungerechtigkeit, Tectum – ein Verlag in der Nomos Verlagsgesellschaft, 2023."},"year":"2023"},{"_id":"44323","date_updated":"2023-07-03T12:29:50Z","page":"208","year":"2023","citation":{"chicago":"Kersting, Joschka. Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Neubiberg: Universität der Bundeswehr München , 2023.","apa":"Kersting, J. (2023). Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Universität der Bundeswehr München .","ama":"Kersting J. Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Universität der Bundeswehr München ; 2023.","mla":"Kersting, Joschka. Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Universität der Bundeswehr München , 2023.","bibtex":"@book{Kersting_2023, place={Neubiberg}, title={Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining}, publisher={Universität der Bundeswehr München }, author={Kersting, Joschka}, year={2023} }","short":"J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining, Universität der Bundeswehr München , Neubiberg, 2023.","ieee":"J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Neubiberg: Universität der Bundeswehr München , 2023."},"type":"dissertation","language":[{"iso":"ger"}],"supervisor":[{"id":"42496","last_name":"Geierhos","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","first_name":"Michaela"}],"title":"Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining","related_material":{"link":[{"relation":"supplementary_material","url":"https://athene-forschung.unibw.de/145003"}]},"user_id":"58701","abstract":[{"lang":"eng","text":"Reading between the lines has so far been reserved for humans. The present dissertation addresses this research gap using machine learning methods.\r\nImplicit expressions are not comprehensible by computers and cannot be localized in the text. However, many texts arise on interpersonal topics that, unlike commercial evaluation texts, often imply information only by means of longer phrases. Examples are the kindness and the attentiveness of a doctor, which are only paraphrased (“he didn’t even look me in the eye”). The analysis of such data, especially the identification and localization of implicit statements, is a research gap (1). This work uses so-called Aspect-based Sentiment Analysis as a method for this purpose. It remains open how the aspect categories to be extracted can be discovered and thematically delineated based on the data (2). Furthermore, it is not yet explored how a collection of tools should look like, with which implicit phrases can be identified and thus made explicit\r\n(3). Last, it is an open question how to correlate the identified phrases from the text data with other data, including the investigation of the relationship between quantitative scores (e.g., school grades) and the thematically related text (4). Based on these research gaps, the research question is posed as follows: Using text mining methods, how can implicit rating content be properly interpreted and thus made explicit before it is automatically categorized and quantified?\r\nThe uniqueness of this dissertation is based on the automated recognition of implicit linguistic statements alongside explicit statements. These are identified in unstructured text data so that features expressed only in the text can later be compared across data sources, even though they were not included in rating categories such as stars or school grades. German-language physician ratings from websites in three countries serve as the sample domain. The solution approach consists of data creation, a pipeline for text processing and analyses based on this. In the data creation, aspect classes are identified and delineated across platforms and marked in text data. This results in six datasets with over 70,000 annotated sentences and detailed guidelines. The models that were created based on the training data extract and categorize the aspects. In addition, the sentiment polarity and the evaluation weight, i. e., the importance of each phrase, are determined. The models, which are combined in a pipeline, are used in a prototype in the form of a web application. The analyses built on the pipeline quantify the rating contents by linking the obtained information with further data, thus allowing new insights.\r\nAs a result, a toolbox is provided to identify quantifiable rating content and categories using text mining for a sample domain. This is used to evaluate the approach, which in principle can also be adapted to any other domain."}],"place":"Neubiberg","publication_status":"published","project":[{"name":"SFB 901: SFB 901","grant_number":"160364472","_id":"1"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"_id":"9","grant_number":"160364472","name":"SFB 901 - B1: SFB 901 - Subproject B1"}],"date_created":"2023-05-02T12:54:00Z","status":"public","department":[{"_id":"579"},{"_id":"7"}],"author":[{"full_name":"Kersting, Joschka","first_name":"Joschka","id":"58701","last_name":"Kersting"}],"publisher":"Universität der Bundeswehr München "},{"title":"A Validation Study for the German Versions of the Feeling Scale and the Felt Arousal Scale for a Progressive Muscle Relaxation Exercise","publication_status":"published","publication_identifier":{"issn":["2076-328X"]},"doi":"10.3390/bs13070523","date_updated":"2023-07-04T11:14:50Z","language":[{"iso":"eng"}],"user_id":"34992","abstract":[{"lang":"eng","text":"The aim of the present study is to prove the construct validity of the German versions of the Feeling Scale (FS) and the Felt Arousal Scale (FAS) for a progressive muscle relaxation (PMR) exercise. A total of 228 sport science students conducted the PMR exercise for 45 min and completed the FS, the FAS, and the Self-Assessment Manikin (SAM) in a pre-test–post-test design. A significant decrease in arousal (t(227) = 8.296, p < 0.001) and a significant increase in pleasure (t(227) = 4.748, p < 0.001) were observed. For convergent validity, the correlations between the FS and the subscale SAM-P for the valence dimension (r = 0.67, p < 0.001) and between the FAS and the subscale SAM-A for the arousal dimension (r = 0.31, p < 0.001) were significant. For discriminant validity, the correlations between different constructs (FS and SAM-A, FAS and SAM-P) were not significant, whereas the discriminant analysis between the FS and the FAS revealed a negative significant correlation (r = −0.15, p < 0.001). Together, the pattern of results confirms the use of the German versions of the FS and the FAS to measure the affective response for a PMR exercise."}],"volume":13,"status":"public","date_created":"2023-07-04T11:13:16Z","author":[{"id":"34992","last_name":"Thorenz","full_name":"Thorenz, Kristin","first_name":"Kristin"},{"full_name":"Berwinkel, Andre","first_name":"Andre","last_name":"Berwinkel"},{"id":"36388","last_name":"Weigelt","full_name":"Weigelt, Matthias","first_name":"Matthias"}],"publisher":"MDPI AG","publication":"Behavioral Sciences","keyword":["Behavioral Neuroscience","General Psychology","Genetics","Development","Ecology","Evolution","Behavior and Systematics"],"article_number":"523","issue":"7","_id":"45857","intvolume":" 13","citation":{"chicago":"Thorenz, Kristin, Andre Berwinkel, and Matthias Weigelt. “A Validation Study for the German Versions of the Feeling Scale and the Felt Arousal Scale for a Progressive Muscle Relaxation Exercise.” Behavioral Sciences 13, no. 7 (2023). https://doi.org/10.3390/bs13070523.","ama":"Thorenz K, Berwinkel A, Weigelt M. A Validation Study for the German Versions of the Feeling Scale and the Felt Arousal Scale for a Progressive Muscle Relaxation Exercise. Behavioral Sciences. 2023;13(7). doi:10.3390/bs13070523","apa":"Thorenz, K., Berwinkel, A., & Weigelt, M. (2023). A Validation Study for the German Versions of the Feeling Scale and the Felt Arousal Scale for a Progressive Muscle Relaxation Exercise. Behavioral Sciences, 13(7), Article 523. https://doi.org/10.3390/bs13070523","mla":"Thorenz, Kristin, et al. “A Validation Study for the German Versions of the Feeling Scale and the Felt Arousal Scale for a Progressive Muscle Relaxation Exercise.” Behavioral Sciences, vol. 13, no. 7, 523, MDPI AG, 2023, doi:10.3390/bs13070523.","bibtex":"@article{Thorenz_Berwinkel_Weigelt_2023, title={A Validation Study for the German Versions of the Feeling Scale and the Felt Arousal Scale for a Progressive Muscle Relaxation Exercise}, volume={13}, DOI={10.3390/bs13070523}, number={7523}, journal={Behavioral Sciences}, publisher={MDPI AG}, author={Thorenz, Kristin and Berwinkel, Andre and Weigelt, Matthias}, year={2023} }","short":"K. Thorenz, A. Berwinkel, M. Weigelt, Behavioral Sciences 13 (2023).","ieee":"K. Thorenz, A. Berwinkel, and M. Weigelt, “A Validation Study for the German Versions of the Feeling Scale and the Felt Arousal Scale for a Progressive Muscle Relaxation Exercise,” Behavioral Sciences, vol. 13, no. 7, Art. no. 523, 2023, doi: 10.3390/bs13070523."},"type":"journal_article","year":"2023"},{"date_updated":"2023-07-04T11:14:41Z","doi":"10.4236/psych.2023.146058","language":[{"iso":"eng"}],"title":"A Validation Study of the German Versions of the Feeling Scale and the Felt Arousal Scale for a Passive Relaxation Technique (Autogenic Training)","publication_status":"published","publication_identifier":{"issn":["2152-7180","2152-7199"]},"_id":"45856","intvolume":" 14","issue":"06","citation":{"ieee":"K. Thorenz, A. Berwinkel, and M. Weigelt, “A Validation Study of the German Versions of the Feeling Scale and the Felt Arousal Scale for a Passive Relaxation Technique (Autogenic Training),” Psychology, vol. 14, no. 06, pp. 1070–1084, 2023, doi: 10.4236/psych.2023.146058.","short":"K. Thorenz, A. Berwinkel, M. Weigelt, Psychology 14 (2023) 1070–1084.","mla":"Thorenz, Kristin, et al. “A Validation Study of the German Versions of the Feeling Scale and the Felt Arousal Scale for a Passive Relaxation Technique (Autogenic Training).” Psychology, vol. 14, no. 06, Scientific Research Publishing, Inc., 2023, pp. 1070–84, doi:10.4236/psych.2023.146058.","bibtex":"@article{Thorenz_Berwinkel_Weigelt_2023, title={A Validation Study of the German Versions of the Feeling Scale and the Felt Arousal Scale for a Passive Relaxation Technique (Autogenic Training)}, volume={14}, DOI={10.4236/psych.2023.146058}, number={06}, journal={Psychology}, publisher={Scientific Research Publishing, Inc.}, author={Thorenz, Kristin and Berwinkel, Andre and Weigelt, Matthias}, year={2023}, pages={1070–1084} }","chicago":"Thorenz, Kristin, Andre Berwinkel, and Matthias Weigelt. “A Validation Study of the German Versions of the Feeling Scale and the Felt Arousal Scale for a Passive Relaxation Technique (Autogenic Training).” Psychology 14, no. 06 (2023): 1070–84. https://doi.org/10.4236/psych.2023.146058.","ama":"Thorenz K, Berwinkel A, Weigelt M. A Validation Study of the German Versions of the Feeling Scale and the Felt Arousal Scale for a Passive Relaxation Technique (Autogenic Training). Psychology. 2023;14(06):1070-1084. doi:10.4236/psych.2023.146058","apa":"Thorenz, K., Berwinkel, A., & Weigelt, M. (2023). A Validation Study of the German Versions of the Feeling Scale and the Felt Arousal Scale for a Passive Relaxation Technique (Autogenic Training). Psychology, 14(06), 1070–1084. https://doi.org/10.4236/psych.2023.146058"},"type":"journal_article","year":"2023","page":"1070-1084","user_id":"34992","publisher":"Scientific Research Publishing, Inc.","author":[{"id":"34992","last_name":"Thorenz","full_name":"Thorenz, Kristin","first_name":"Kristin"},{"last_name":"Berwinkel","full_name":"Berwinkel, Andre","first_name":"Andre"},{"first_name":"Matthias","full_name":"Weigelt, Matthias","last_name":"Weigelt","id":"36388"}],"keyword":["General Earth and Planetary Sciences","General Environmental Science"],"publication":"Psychology","volume":14,"status":"public","date_created":"2023-07-04T11:12:13Z"},{"language":[{"iso":"ger"}],"citation":{"chicago":"Topalović, Elvira, and Alisa Blachut. “Grammatische Modelle. Einführung in das Themenheft.” Der Deutschunterricht 3 (2023): 2–4.","apa":"Topalović, E., & Blachut, A. (2023). Grammatische Modelle. Einführung in das Themenheft. Der Deutschunterricht, 3, 2–4.","ama":"Topalović E, Blachut A. Grammatische Modelle. Einführung in das Themenheft. Der Deutschunterricht. 2023;3:2–4.","bibtex":"@article{Topalović_Blachut_2023, title={Grammatische Modelle. Einführung in das Themenheft}, volume={3}, journal={Der Deutschunterricht}, author={Topalović, Elvira and Blachut, Alisa}, year={2023}, pages={2–4} }","mla":"Topalović, Elvira, and Alisa Blachut. “Grammatische Modelle. Einführung in das Themenheft.” Der Deutschunterricht, vol. 3, 2023, pp. 2–4.","short":"E. Topalović, A. Blachut, Der Deutschunterricht 3 (2023) 2–4.","ieee":"E. Topalović and A. Blachut, “Grammatische Modelle. 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