--- _id: '45776' author: - first_name: Wolfgang full_name: Ecker, Wolfgang last_name: Ecker - first_name: Milos full_name: Krstic, Milos last_name: Krstic - first_name: Markus full_name: Ulbricht, Markus last_name: Ulbricht - first_name: Andreas full_name: Mauderer, Andreas last_name: Mauderer - first_name: Eyck full_name: Jentzsch, Eyck last_name: Jentzsch - first_name: Andreas full_name: Koch, Andreas last_name: Koch - first_name: Bastian full_name: Koppelmann, Bastian id: '25260' last_name: Koppelmann - first_name: Wolfgang full_name: Müller, Wolfgang id: '16243' last_name: Müller - first_name: Babak full_name: Sadiye, Babak id: '93634' last_name: Sadiye - first_name: Niklas full_name: Bruns, Niklas last_name: Bruns - first_name: Rolf full_name: Drechsler, Rolf last_name: Drechsler - first_name: Daniel full_name: Müller-Gritschneder, Daniel last_name: Müller-Gritschneder - first_name: Jan full_name: Schlamelcher, Jan last_name: Schlamelcher - first_name: Kim full_name: Grüttner, Kim last_name: Grüttner - first_name: Jörg full_name: Bormann, Jörg last_name: Bormann - first_name: Wolfgang full_name: Kunz, Wolfgang last_name: Kunz - first_name: Reinhold full_name: Heckmann, Reinhold last_name: Heckmann - first_name: Gerhard full_name: Angst, Gerhard last_name: Angst - first_name: Ralf full_name: Wimmer, Ralf last_name: Wimmer - first_name: Bernd full_name: Becker, Bernd last_name: Becker - first_name: Tobias full_name: Faller, Tobias last_name: Faller - first_name: Paul full_name: Palomero Bernardo, Paul last_name: Palomero Bernardo - first_name: Oliver full_name: Brinkmann, Oliver last_name: Brinkmann - first_name: Johannes full_name: Partzsch, Johannes last_name: Partzsch - first_name: Christian full_name: Mayr, Christian last_name: Mayr citation: ama: 'Ecker W, Krstic M, Ulbricht M, et al. Scale4Edge – Scaling RISC-V for Edge Applications. In: Scale4Edge – Scaling RISC-V for Edge Applications. ; 2023.' apa: Ecker, W., Krstic, M., Ulbricht, M., Mauderer, A., Jentzsch, E., Koch, A., Koppelmann, B., Müller, W., Sadiye, B., Bruns, N., Drechsler, R., Müller-Gritschneder, D., Schlamelcher, J., Grüttner, K., Bormann, J., Kunz, W., Heckmann, R., Angst, G., Wimmer, R., … Mayr, C. (2023). Scale4Edge – Scaling RISC-V for Edge Applications. Scale4Edge – Scaling RISC-V for Edge Applications. RISC-V Summit Europe 2023, Barcelona, Spain, June 2023., Barcelona, Spain,. bibtex: '@inproceedings{Ecker_Krstic_Ulbricht_Mauderer_Jentzsch_Koch_Koppelmann_Müller_Sadiye_Bruns_et al._2023, title={Scale4Edge – Scaling RISC-V for Edge Applications}, booktitle={Scale4Edge – Scaling RISC-V for Edge Applications}, author={Ecker, Wolfgang and Krstic, Milos and Ulbricht, Markus and Mauderer, Andreas and Jentzsch, Eyck and Koch, Andreas and Koppelmann, Bastian and Müller, Wolfgang and Sadiye, Babak and Bruns, Niklas and et al.}, year={2023} }' chicago: Ecker, Wolfgang, Milos Krstic, Markus Ulbricht, Andreas Mauderer, Eyck Jentzsch, Andreas Koch, Bastian Koppelmann, et al. “Scale4Edge – Scaling RISC-V for Edge Applications.” In Scale4Edge – Scaling RISC-V for Edge Applications, 2023. ieee: W. Ecker et al., “Scale4Edge – Scaling RISC-V for Edge Applications,” presented at the RISC-V Summit Europe 2023, Barcelona, Spain, June 2023., Barcelona, Spain, 2023. mla: Ecker, Wolfgang, et al. “Scale4Edge – Scaling RISC-V for Edge Applications.” Scale4Edge – Scaling RISC-V for Edge Applications, 2023. short: 'W. Ecker, M. Krstic, M. Ulbricht, A. Mauderer, E. Jentzsch, A. Koch, B. Koppelmann, W. Müller, B. Sadiye, N. Bruns, R. Drechsler, D. Müller-Gritschneder, J. Schlamelcher, K. Grüttner, J. Bormann, W. Kunz, R. Heckmann, G. Angst, R. Wimmer, B. Becker, T. Faller, P. Palomero Bernardo, O. Brinkmann, J. Partzsch, C. Mayr, in: Scale4Edge – Scaling RISC-V for Edge Applications, 2023.' conference: end_date: 2023.06.09 location: ' Barcelona, Spain,' name: RISC-V Summit Europe 2023, Barcelona, Spain, June 2023. start_date: 2023.06.05 date_created: 2023-06-26T12:16:36Z date_updated: 2023-06-26T12:17:04Z department: - _id: '58' language: - iso: eng publication: Scale4Edge – Scaling RISC-V for Edge Applications related_material: link: - relation: slides url: https://riscv-europe.org/media/proceedings/posters/2023-06-06-Wolfgang-ECKER-abstract.pdf - relation: other url: https://riscv-europe.org/ status: public title: Scale4Edge – Scaling RISC-V for Edge Applications type: conference user_id: '15931' year: '2023' ... --- _id: '45782' 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. article_number: '10041' author: - first_name: Julian full_name: Grenz, Julian last_name: Grenz - first_name: Moritz full_name: Ostermann, Moritz id: '44763' last_name: Ostermann orcid: https://orcid.org/0000-0003-1146-0443 - first_name: Karoline full_name: Käsewieter, Karoline last_name: Käsewieter - first_name: Felipe full_name: Cerdas, Felipe last_name: Cerdas - first_name: Thorsten full_name: Marten, Thorsten id: '338' last_name: Marten - first_name: Christoph full_name: Herrmann, Christoph last_name: Herrmann - first_name: Thomas full_name: Tröster, Thomas id: '553' last_name: Tröster citation: 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} }' 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. 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.' 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). date_created: 2023-06-27T06:35:20Z date_updated: 2023-06-27T06:39:47Z department: - _id: '9' - _id: '321' - _id: '149' doi: 10.3390/su151310041 intvolume: ' 15' issue: '13' keyword: - prospective LCA - life cycle engineering (LCE) - lightweight design - automotive components - body parts - circular economy - steel - aluminum - hybrid materials - fiber metal laminates language: - iso: eng main_file_link: - open_access: '1' url: https://www.mdpi.com/2071-1050/15/13/10041 oa: '1' publication: Sustainability publication_identifier: issn: - 2071-1050 publication_status: published publisher: MDPI AG quality_controlled: '1' related_material: link: - relation: supplementary_material url: ' https://www.mdpi.com/article/10.3390/su151310041/s1' status: public title: Integrating Prospective LCA in the Development of Automotive Components type: journal_article user_id: '44763' volume: 15 year: '2023' ... --- _id: '45793' 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. author: - first_name: Khoren full_name: Grigoryan, Khoren last_name: Grigoryan - first_name: Timm full_name: Fichtler, Timm id: '66731' last_name: Fichtler orcid: https://orcid.org/0000-0001-6034-4399 - first_name: Nick full_name: Schreiner, Nick last_name: Schreiner - first_name: Martin full_name: Rabe, Martin last_name: Rabe - first_name: Melina full_name: Panzner, Melina id: '72658' last_name: Panzner - first_name: Arno full_name: Kühn, Arno last_name: Kühn - first_name: Roman full_name: Dumitrescu, Roman id: '16190' last_name: Dumitrescu - first_name: Christian full_name: Koldewey, Christian id: '43136' last_name: Koldewey orcid: https://orcid.org/0000-0001-7992-6399 citation: ama: 'Grigoryan K, Fichtler T, Schreiner N, et al. Data-Driven Product Management: A Practitioner-Driven Research Agenda. 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.' 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} }' 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.' ieee: 'K. Grigoryan et al., “Data-Driven Product Management: A Practitioner-Driven Research Agenda,” presented at the 33rd CIRP Design Conference, Sydney, 2023.' mla: 'Grigoryan, Khoren, et al. “Data-Driven Product Management: A Practitioner-Driven Research Agenda.” 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.' conference: location: Sydney name: 33rd CIRP Design Conference date_created: 2023-06-27T13:46:45Z date_updated: 2023-06-27T13:57:42Z department: - _id: '563' - _id: '241' keyword: - Product Management - Data Analytics - Data-Driven Design - Product-related data - Lifecycle Data - Tool-support language: - iso: eng publication: Procedia CIRP 33 status: public title: 'Data-Driven Product Management: A Practitioner-Driven Research Agenda' type: conference user_id: '66731' year: '2023' ... --- _id: '45807' 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 " article_number: '700' author: - first_name: Indra full_name: Dannheim, Indra last_name: Dannheim - first_name: Anette full_name: Buyken, Anette id: '65985' last_name: Buyken - first_name: Anja full_name: Kroke, Anja last_name: Kroke citation: 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 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 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. 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.' 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. short: I. Dannheim, A. Buyken, A. Kroke, BMC Public Health 23 (2023). date_created: 2023-06-28T09:23:37Z date_updated: 2023-06-28T09:24:17Z department: - _id: '22' doi: 10.1186/s12889-023-15581-3 intvolume: ' 23' issue: '1' keyword: - Public Health - Environmental and Occupational Health language: - iso: eng publication: BMC Public Health publication_identifier: issn: - 1471-2458 publication_status: published publisher: Springer Science and Business Media LLC status: public title: Work-related stressors and coping behaviors among leaders in small and medium-sized IT and technological services enterprises type: journal_article user_id: '92491' volume: 23 year: '2023' ... --- _id: '45806' 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 " author: - first_name: Eva A. full_name: Schulte, Eva A. last_name: Schulte - first_name: Gertrud full_name: Winkler, Gertrud last_name: Winkler - first_name: Christine full_name: Brombach, Christine last_name: Brombach - first_name: Anette full_name: Buyken, Anette id: '65985' last_name: Buyken citation: 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' 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' 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} }' 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.' 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.' 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.' short: E.A. Schulte, G. Winkler, C. Brombach, A. Buyken, Public Health Nutrition (2023) 1–23. date_created: 2023-06-28T09:20:04Z date_updated: 2023-06-28T09:21:35Z department: - _id: '22' doi: 10.1017/s1368980023001118 keyword: - Public Health - Environmental and Occupational Health - Nutrition and Dietetics - Medicine (miscellaneous) language: - iso: eng page: 1-23 publication: Public Health Nutrition publication_identifier: issn: - 1368-9800 - 1475-2727 publication_status: published publisher: Cambridge University Press (CUP) status: public title: 'Choice architecture interventions promoting sustained healthier food choice and consumption by students in a secondary school setting: A systematic review of intervention studies' type: journal_article user_id: '92491' year: '2023' ... --- _id: '45810' 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). ' article_number: '026010602311646' author: - first_name: Ragna-Marie full_name: Kranz, Ragna-Marie last_name: Kranz - first_name: Carmen full_name: Kettler, Carmen last_name: Kettler - first_name: Corinna full_name: Anand, Corinna last_name: Anand - first_name: Christian full_name: Koeder, Christian last_name: Koeder - first_name: Sarah full_name: Husain, Sarah last_name: Husain - first_name: Nora full_name: Schoch, Nora last_name: Schoch - first_name: Anette full_name: Buyken, Anette id: '65985' last_name: Buyken - first_name: Heike full_name: Englert, Heike last_name: Englert citation: 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' 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' 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} }' 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.' 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.' 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.' short: R.-M. Kranz, C. Kettler, C. Anand, C. Koeder, S. Husain, N. Schoch, A. Buyken, H. Englert, Nutrition and Health (2023). date_created: 2023-06-28T09:29:18Z date_updated: 2023-06-28T09:29:52Z department: - _id: '22' doi: 10.1177/02601060231164665 keyword: - Nutrition and Dietetics - General Medicine - Medicine (miscellaneous) language: - iso: eng publication: Nutrition and Health publication_identifier: issn: - 0260-1060 - 2047-945X publication_status: published publisher: SAGE Publications status: public title: 'Effect of a controlled lifestyle intervention on medication use and costs: The Healthy Lifestyle Community Program (cohort 2)' type: journal_article user_id: '92491' year: '2023' ... --- _id: '45813' abstract: - lang: eng 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. article_number: '2780' author: - first_name: Lars full_name: Libuda, Lars id: '88682' last_name: Libuda orcid: 0000-0003-1603-3133 - first_name: Birgit full_name: Filipiak-Pittroff, Birgit last_name: Filipiak-Pittroff - first_name: Marie full_name: Standl, Marie last_name: Standl - first_name: Tamara full_name: Schikowski, Tamara last_name: Schikowski - first_name: Andrea full_name: von Berg, Andrea last_name: von Berg - first_name: Sibylle full_name: Koletzko, Sibylle last_name: Koletzko - first_name: Carl-Peter full_name: Bauer, Carl-Peter last_name: Bauer - first_name: Joachim full_name: Heinrich, Joachim last_name: Heinrich - first_name: Dietrich full_name: Berdel, Dietrich last_name: Berdel - first_name: Monika full_name: Gappa, Monika last_name: Gappa citation: 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 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. 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.' 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. 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). date_created: 2023-06-29T07:53:51Z date_updated: 2023-06-29T07:54:27Z department: - _id: '35' - _id: '17' - _id: '22' doi: 10.3390/nu15122780 intvolume: ' 15' issue: '12' keyword: - Food Science - Nutrition and Dietetics language: - iso: eng publication: Nutrients publication_identifier: issn: - 2072-6643 publication_status: published publisher: MDPI AG status: public title: Full Breastfeeding and Allergic Diseases—Long-Term Protection or Rebound Effects? type: journal_article user_id: '88682' volume: 15 year: '2023' ... --- _id: '31880' 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. author: - first_name: Duc Anh full_name: Nguyen, Duc Anh last_name: Nguyen - first_name: Ron full_name: Levie, Ron last_name: Levie - first_name: Julian full_name: Lienen, Julian id: '44040' last_name: Lienen - first_name: Gitta full_name: Kutyniok, Gitta last_name: Kutyniok - first_name: Eyke full_name: Hüllermeier, Eyke id: '48129' last_name: Hüllermeier citation: 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.' 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.' 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} }' 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.' mla: 'Nguyen, Duc Anh, et al. “Memorization-Dilation: Modeling Neural Collapse Under Noise.” International Conference on Learning Representations, ICLR, 2023.' short: 'D.A. Nguyen, R. Levie, J. Lienen, G. Kutyniok, E. Hüllermeier, in: International Conference on Learning Representations, ICLR, 2023.' conference: location: Kigali, Ruanda name: International Conference on Learning Representations, ICLR date_created: 2022-06-14T14:48:36Z date_updated: 2023-06-29T09:14:26Z language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/abs/2206.05530 oa: '1' publication: International Conference on Learning Representations, ICLR status: public title: 'Memorization-Dilation: Modeling Neural Collapse Under Noise' type: conference user_id: '44040' year: '2023' ... --- _id: '45814' 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." author: - first_name: Julian full_name: Lienen, Julian last_name: Lienen - first_name: Eyke full_name: Hüllermeier, Eyke last_name: Hüllermeier citation: ama: Lienen J, Hüllermeier E. Mitigating Label Noise through Data Ambiguation. arXiv:230513764. Published online 2023. apa: Lienen, J., & Hüllermeier, E. (2023). Mitigating Label Noise through Data Ambiguation. In arXiv:2305.13764. bibtex: '@article{Lienen_Hüllermeier_2023, title={Mitigating Label Noise through Data Ambiguation}, journal={arXiv:2305.13764}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2023} }' chicago: Lienen, Julian, and Eyke Hüllermeier. “Mitigating Label Noise through Data Ambiguation.” ArXiv:2305.13764, 2023. ieee: J. Lienen and E. 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. short: J. Lienen, E. Hüllermeier, ArXiv:2305.13764 (2023). date_created: 2023-06-29T09:06:34Z date_updated: 2023-06-29T09:12:21Z external_id: arxiv: - '2305.13764' language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/pdf/2305.13764.pdf oa: '1' publication: arXiv:2305.13764 status: public title: Mitigating Label Noise through Data Ambiguation type: preprint user_id: '44040' year: '2023' ... --- _id: '45812' author: - first_name: Leon full_name: Özcan, Leon id: '45137' last_name: Özcan - first_name: Timm full_name: Fichtler, Timm id: '66731' last_name: Fichtler orcid: https://orcid.org/0000-0001-6034-4399 - first_name: Benjamin full_name: Kasten, Benjamin last_name: Kasten - first_name: Christian full_name: Koldewey, Christian id: '43136' last_name: Koldewey orcid: https://orcid.org/0000-0001-7992-6399 - first_name: Roman full_name: Dumitrescu, Roman id: '16190' last_name: Dumitrescu citation: ama: 'Özcan L, Fichtler T, Kasten B, Koldewey C, Dumitrescu R. Interview Study on Strategy Options for Platform Operation in B2B Markets. In: ; 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. 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} }' 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. mla: Özcan, Leon, et al. Interview Study on Strategy Options for Platform Operation in B2B Markets. 2023. short: 'L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, R. Dumitrescu, in: 2023.' conference: location: Ljubljana name: ISPIM Innovation Conference date_created: 2023-06-28T11:18:12Z date_updated: 2023-06-28T11:18:31Z department: - _id: '563' keyword: - Digital Platform - Platform Strategy - Strategic Management - Platform Life Cycle - Interview Study - Business Model - Business-to-Business - Two-sided Market - Multi-sided Market language: - iso: eng status: public title: Interview Study on Strategy Options for Platform Operation in B2B Markets type: conference user_id: '66731' year: '2023' ... --- _id: '45824' abstract: - lang: eng 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. article_number: '1875' author: - first_name: Yong Woo full_name: An, Yong Woo last_name: An - first_name: Kyung-Min full_name: Kim, Kyung-Min last_name: Kim - first_name: Andrea full_name: DiTrani Lobacz, Andrea last_name: DiTrani Lobacz - first_name: Jochen full_name: Baumeister, Jochen id: '46' last_name: Baumeister orcid: 0000-0003-2683-5826 - first_name: Jill S. full_name: Higginson, Jill S. last_name: Higginson - first_name: Jeffrey full_name: Rosen, Jeffrey last_name: Rosen - first_name: Charles Buz full_name: Swanik, Charles Buz last_name: Swanik 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 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} }' 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. 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.' 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). date_created: 2023-06-30T13:47:33Z date_updated: 2023-06-30T13:48:21Z department: - _id: '17' doi: 10.3390/healthcare11131875 intvolume: ' 11' issue: '13' keyword: - Health Information Management - Health Informatics - Health Policy - Leadership and Management language: - iso: eng publication: Healthcare publication_identifier: issn: - 2227-9032 publication_status: published publisher: MDPI AG status: public title: Cognitive Training Improves Joint Stiffness Regulation and Function in ACLR Patients Compared to Healthy Controls type: journal_article user_id: '46' volume: 11 year: '2023' ... --- _id: '33734' 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' author: - first_name: N'Dah Jean full_name: KOUAGOU, N'Dah Jean id: '87189' last_name: KOUAGOU - first_name: Stefan full_name: Heindorf, Stefan id: '11871' last_name: Heindorf orcid: 0000-0002-4525-6865 - first_name: Caglar full_name: Demir, Caglar id: '43817' last_name: Demir - first_name: Axel-Cyrille full_name: Ngonga Ngomo, Axel-Cyrille id: '65716' last_name: Ngonga Ngomo 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 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} }' 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. 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.' 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.' conference: end_date: 2023-06-01 location: Hersonissos, Crete, Greece name: 20th Extended Semantic Web Conference start_date: 2023-05-28 date_created: 2022-10-15T19:20:11Z date_updated: 2023-07-02T18:10:02Z department: - _id: '574' - _id: '760' doi: https://doi.org/10.1007/978-3-031-33455-9_13 editor: - first_name: Catia full_name: Pesquita, Catia last_name: Pesquita - first_name: Ernesto full_name: Jimenez-Ruiz, Ernesto last_name: Jimenez-Ruiz - first_name: Jamie full_name: McCusker, Jamie last_name: McCusker - first_name: Daniel full_name: Faria, Daniel last_name: Faria - first_name: Mauro full_name: Dragoni, Mauro last_name: Dragoni - first_name: Anastasia full_name: Dimou, Anastasia last_name: Dimou - first_name: Raphael full_name: Troncy, Raphael last_name: Troncy - first_name: Sven full_name: Hertling, Sven last_name: Hertling external_id: unknown: - https://link.springer.com/chapter/10.1007/978-3-031-33455-9_13 intvolume: ' 13870' keyword: - Neural network - Concept learning - Description logics language: - iso: eng main_file_link: - open_access: '1' url: https://2023.eswc-conferences.org/wp-content/uploads/2023/05/paper_Kouagou_2023_Neural.pdf oa: '1' page: 209 - 226 project: - _id: '410' name: 'KnowGraphs: KnowGraphs: Knowledge Graphs at Scale' - _id: '407' grant_number: '101070305' name: 'ENEXA: Efficient Explainable Learning on Knowledge Graphs' - _id: '285' grant_number: NW21-059D name: 'SAIL: SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems' publication: The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023) publication_identifier: unknown: - 978-3-031-33455-9 publication_status: published publisher: Springer International Publishing status: public title: Neural Class Expression Synthesis type: conference user_id: '11871' volume: 13870 year: '2023' ... --- _id: '37937' abstract: - lang: eng 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." author: - first_name: Leonie Nora full_name: Sieger, Leonie Nora id: '93402' last_name: Sieger - first_name: Stefan full_name: Heindorf, Stefan id: '11871' last_name: Heindorf orcid: 0000-0002-4525-6865 - first_name: Lukas full_name: Blübaum, Lukas last_name: Blübaum - first_name: Axel-Cyrille full_name: Ngonga Ngomo, Axel-Cyrille id: '65716' last_name: Ngonga Ngomo citation: 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. 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} }' chicago: Sieger, Leonie Nora, Stefan Heindorf, Lukas Blübaum, and Axel-Cyrille Ngonga Ngomo. “Counterfactual Explanations for Concepts in ELH.” ArXiv:2301.05109, 2023. ieee: L. N. Sieger, S. Heindorf, L. Blübaum, and A.-C. Ngonga Ngomo, “Counterfactual Explanations for Concepts in ELH,” arXiv:2301.05109. 2023. mla: Sieger, Leonie Nora, et al. “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). date_created: 2023-01-22T19:36:01Z date_updated: 2023-07-02T18:10:34Z department: - _id: '574' - _id: '760' external_id: arxiv: - '2301.05109' language: - iso: eng main_file_link: - url: https://arxiv.org/pdf/2301.05109.pdf publication: arXiv:2301.05109 status: public title: Counterfactual Explanations for Concepts in ELH type: preprint user_id: '11871' year: '2023' ... --- _id: '45244' 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." author: - first_name: Julian full_name: Lienen, Julian last_name: Lienen - first_name: Eyke full_name: Hüllermeier, Eyke last_name: Hüllermeier citation: ama: Lienen J, Hüllermeier E. Mitigating Label Noise through Data Ambiguation. arXiv:230513764. Published online 2023. apa: Lienen, J., & Hüllermeier, E. (2023). Mitigating Label Noise through Data Ambiguation. In arXiv:2305.13764. bibtex: '@article{Lienen_Hüllermeier_2023, title={Mitigating Label Noise through Data Ambiguation}, journal={arXiv:2305.13764}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2023} }' chicago: Lienen, Julian, and Eyke Hüllermeier. “Mitigating Label Noise through Data Ambiguation.” ArXiv:2305.13764, 2023. ieee: J. Lienen and E. 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. short: J. Lienen, E. Hüllermeier, ArXiv:2305.13764 (2023). date_created: 2023-05-24T05:28:34Z date_updated: 2023-06-30T14:20:31Z external_id: arxiv: - '2305.13764' language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/pdf/2305.13764.pdf oa: '1' publication: arXiv:2305.13764 status: public title: Mitigating Label Noise through Data Ambiguation type: preprint user_id: '44040' year: '2023' ... --- _id: '45828' abstract: - lang: eng 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. author: - first_name: Belma full_name: Duderija, Belma id: '54863' last_name: Duderija - first_name: Alejandro full_name: González-Orive, Alejandro last_name: González-Orive - first_name: Christoph full_name: Ebbert, Christoph id: '7266' last_name: Ebbert - first_name: Vanessa full_name: Neßlinger, Vanessa last_name: Neßlinger - first_name: Adrian full_name: Keller, Adrian id: '48864' last_name: Keller orcid: 0000-0001-7139-3110 - first_name: Guido full_name: Grundmeier, Guido id: '194' last_name: Grundmeier citation: 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 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 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} }' 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.' 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.' 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. short: B. Duderija, A. González-Orive, C. Ebbert, V. Neßlinger, A. Keller, G. Grundmeier, Molecules 28 (2023) 5109. date_created: 2023-07-03T08:06:28Z date_updated: 2023-07-03T08:07:55Z department: - _id: '302' doi: 10.3390/molecules28135109 intvolume: ' 28' issue: '13' keyword: - Chemistry (miscellaneous) - Analytical Chemistry - Organic Chemistry - Physical and Theoretical Chemistry - Molecular Medicine - Drug Discovery - Pharmaceutical Science language: - iso: eng page: '5109' publication: Molecules publication_identifier: issn: - 1420-3049 publication_status: published publisher: MDPI AG status: public title: Electrode Potential-Dependent Studies of Protein Adsorption on Ti6Al4V Alloy type: journal_article user_id: '48864' volume: 28 year: '2023' ... --- _id: '45829' author: - first_name: Adrian full_name: Keller, Adrian id: '48864' last_name: Keller orcid: 0000-0001-7139-3110 - first_name: Guido full_name: Grundmeier, Guido id: '194' last_name: Grundmeier citation: 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' 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 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} }' 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. 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. 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. short: 'A. Keller, G. Grundmeier, in: Reference Module in Chemistry, Molecular Sciences and Chemical Engineering, Elsevier, 2023.' date_created: 2023-07-03T08:08:29Z date_updated: 2023-07-03T08:08:44Z department: - _id: '302' doi: 10.1016/b978-0-323-85669-0.00123-9 language: - iso: eng publication: Reference Module in Chemistry, Molecular Sciences and Chemical Engineering publication_identifier: isbn: - '9780124095472' publication_status: published publisher: Elsevier status: public title: High-speed AFM studies of macromolecular dynamics at solid/liquid interfaces type: book_chapter user_id: '48864' year: '2023' ... --- _id: '45833' author: - first_name: Anastassija full_name: Kostan, Anastassija last_name: Kostan citation: 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' 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 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} }' 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. 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. 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. short: 'A. Kostan, in: Bedeutung Und Implikationen Epistemischer Ungerechtigkeit, Tectum – ein Verlag in der Nomos Verlagsgesellschaft, 2023.' date_created: 2023-07-03T08:30:29Z date_updated: 2023-07-03T08:38:39Z doi: 10.5771/9783828877368-253 publication: Bedeutung und Implikationen epistemischer Ungerechtigkeit publication_identifier: isbn: - '9783828877368' publication_status: published publisher: Tectum – ein Verlag in der Nomos Verlagsgesellschaft status: public title: Die epistemische Gewalt KI-basierter Gesichtserkennung. Wie ein codierter Blick neue Formen der technologisierten Subalternität erschafft type: book_chapter user_id: '99059' year: '2023' ... --- _id: '44323' 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." author: - first_name: Joschka full_name: Kersting, Joschka id: '58701' last_name: Kersting citation: ama: Kersting J. Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Universität der Bundeswehr München ; 2023. apa: Kersting, J. (2023). Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Universität der Bundeswehr München . 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} }' chicago: 'Kersting, Joschka. Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Neubiberg: Universität der Bundeswehr München , 2023.' ieee: 'J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Neubiberg: Universität der Bundeswehr München , 2023.' mla: Kersting, Joschka. Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Universität der Bundeswehr München , 2023. short: J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining, Universität der Bundeswehr München , Neubiberg, 2023. date_created: 2023-05-02T12:54:00Z date_updated: 2023-07-03T12:29:50Z department: - _id: '579' - _id: '7' language: - iso: ger page: '208' place: Neubiberg project: - _id: '1' grant_number: '160364472' name: 'SFB 901: SFB 901' - _id: '3' name: 'SFB 901 - B: SFB 901 - Project Area B' - _id: '9' grant_number: '160364472' name: 'SFB 901 - B1: SFB 901 - Subproject B1' publication_status: published publisher: 'Universität der Bundeswehr München ' related_material: link: - relation: supplementary_material url: https://athene-forschung.unibw.de/145003 status: public supervisor: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 title: Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining type: dissertation user_id: '58701' year: '2023' ... --- _id: '45857' 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. article_number: '523' author: - first_name: Kristin full_name: Thorenz, Kristin id: '34992' last_name: Thorenz - first_name: Andre full_name: Berwinkel, Andre last_name: Berwinkel - first_name: Matthias full_name: Weigelt, Matthias id: '36388' last_name: Weigelt citation: 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 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} }' 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. 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.' 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. short: K. Thorenz, A. Berwinkel, M. Weigelt, Behavioral Sciences 13 (2023). date_created: 2023-07-04T11:13:16Z date_updated: 2023-07-04T11:14:50Z doi: 10.3390/bs13070523 intvolume: ' 13' issue: '7' keyword: - Behavioral Neuroscience - General Psychology - Genetics - Development - Ecology - Evolution - Behavior and Systematics language: - iso: eng publication: Behavioral Sciences publication_identifier: issn: - 2076-328X publication_status: published publisher: MDPI AG status: public title: A Validation Study for the German Versions of the Feeling Scale and the Felt Arousal Scale for a Progressive Muscle Relaxation Exercise type: journal_article user_id: '34992' volume: 13 year: '2023' ... --- _id: '45856' author: - first_name: Kristin full_name: Thorenz, Kristin id: '34992' last_name: Thorenz - first_name: Andre full_name: Berwinkel, Andre last_name: Berwinkel - first_name: Matthias full_name: Weigelt, Matthias id: '36388' last_name: Weigelt citation: 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 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.' 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.' 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. short: K. Thorenz, A. Berwinkel, M. Weigelt, Psychology 14 (2023) 1070–1084. date_created: 2023-07-04T11:12:13Z date_updated: 2023-07-04T11:14:41Z doi: 10.4236/psych.2023.146058 intvolume: ' 14' issue: '06' keyword: - General Earth and Planetary Sciences - General Environmental Science language: - iso: eng page: 1070-1084 publication: Psychology publication_identifier: issn: - 2152-7180 - 2152-7199 publication_status: published publisher: Scientific Research Publishing, Inc. status: public title: A Validation Study of the German Versions of the Feeling Scale and the Felt Arousal Scale for a Passive Relaxation Technique (Autogenic Training) type: journal_article user_id: '34992' volume: 14 year: '2023' ...