--- _id: '63720' abstract: - lang: eng text: The aging behavior of closed-cell polyurethane (PUR) foam, a material widely used in household refrigeration, is studied by examining the variation of cell gas composition and thermal conductivity over time. Aging is primarily driven by gas permeation, wherein the initially present cell gases carbon dioxide and cyclopentane are progressively replaced by nitrogen and oxygen from the ambient, resulting in an increased thermal conductivity and reduced insulation performance. The cell gas composition is measured over 1400 days employing gas chromatography, and the thermal conductivity of the foam is measured over 190 days. Morphological foam characteristics, such as average cell diameter, are determined via scanning electron microscopy and barrier measurements are performed to estimate the effective diffusion coefficient of oxygen. To simulate the aging process, one-dimensional and three-dimensional models are developed for both diffusive mass transfer as well as heat transfer. The present model for the thermal conductivity explicitly accounts for condensation effects, i.e. partial condensation of cyclopentane and carbon dioxide occurring at around 12°C, which significantly influences the insulation behavior of the foam. Sensitivity analyses indicate that an initial cell gas pressure of approximately 0.7 bar yields results that closely coincide with the experimental measurements, where the three-dimensional model demonstrates better accuracy. These measurements and simulations provide valuable insights for evaluating and predicting the long-term degradation of the insulation performance of PUR foams. article_number: '129850' article_type: original author: - first_name: Daniel full_name: Schumacher, Daniel last_name: Schumacher - first_name: Gabriela full_name: Guevara-Carrion, Gabriela last_name: Guevara-Carrion - first_name: Tina full_name: Kasper, Tina id: '94562' last_name: Kasper orcid: '0000-0003-3993-5316 ' - first_name: Andreas full_name: Paul, Andreas id: '7828' last_name: Paul - first_name: Andreas full_name: Elsner, Andreas id: '16124' last_name: Elsner - first_name: Bettina full_name: Peters, Bettina id: '62920' last_name: Peters - first_name: Wenke full_name: Wollny, Wenke last_name: Wollny - first_name: Marcus full_name: Bluemel, Marcus last_name: Bluemel - first_name: Heike full_name: Hoelscher, Heike last_name: Hoelscher - first_name: Nicola full_name: Brzoska-Steinhaus, Nicola last_name: Brzoska-Steinhaus - first_name: Klaus full_name: Heil, Klaus last_name: Heil - first_name: Lukas full_name: Schleelein, Lukas last_name: Schleelein - first_name: Wolfgang full_name: Becker, Wolfgang last_name: Becker - first_name: Ulrich full_name: Gries, Ulrich last_name: Gries - first_name: Jadran full_name: Vrabec, Jadran last_name: Vrabec citation: ama: 'Schumacher D, Guevara-Carrion G, Kasper T, et al. Aging of polyurethane foam: Experimental analysis and modeling of cell gas composition and thermal conductivity. Applied Thermal Engineering. 2026;289. doi:10.1016/j.applthermaleng.2026.129850' apa: 'Schumacher, D., Guevara-Carrion, G., Kasper, T., Paul, A., Elsner, A., Peters, B., Wollny, W., Bluemel, M., Hoelscher, H., Brzoska-Steinhaus, N., Heil, K., Schleelein, L., Becker, W., Gries, U., & Vrabec, J. (2026). Aging of polyurethane foam: Experimental analysis and modeling of cell gas composition and thermal conductivity. Applied Thermal Engineering, 289, Article 129850. https://doi.org/10.1016/j.applthermaleng.2026.129850' bibtex: '@article{Schumacher_Guevara-Carrion_Kasper_Paul_Elsner_Peters_Wollny_Bluemel_Hoelscher_Brzoska-Steinhaus_et al._2026, title={Aging of polyurethane foam: Experimental analysis and modeling of cell gas composition and thermal conductivity}, volume={289}, DOI={10.1016/j.applthermaleng.2026.129850}, number={129850}, journal={Applied Thermal Engineering}, publisher={Elsevier BV}, author={Schumacher, Daniel and Guevara-Carrion, Gabriela and Kasper, Tina and Paul, Andreas and Elsner, Andreas and Peters, Bettina and Wollny, Wenke and Bluemel, Marcus and Hoelscher, Heike and Brzoska-Steinhaus, Nicola and et al.}, year={2026} }' chicago: 'Schumacher, Daniel, Gabriela Guevara-Carrion, Tina Kasper, Andreas Paul, Andreas Elsner, Bettina Peters, Wenke Wollny, et al. “Aging of Polyurethane Foam: Experimental Analysis and Modeling of Cell Gas Composition and Thermal Conductivity.” Applied Thermal Engineering 289 (2026). https://doi.org/10.1016/j.applthermaleng.2026.129850.' ieee: 'D. Schumacher et al., “Aging of polyurethane foam: Experimental analysis and modeling of cell gas composition and thermal conductivity,” Applied Thermal Engineering, vol. 289, Art. no. 129850, 2026, doi: 10.1016/j.applthermaleng.2026.129850.' mla: 'Schumacher, Daniel, et al. “Aging of Polyurethane Foam: Experimental Analysis and Modeling of Cell Gas Composition and Thermal Conductivity.” Applied Thermal Engineering, vol. 289, 129850, Elsevier BV, 2026, doi:10.1016/j.applthermaleng.2026.129850.' short: D. Schumacher, G. Guevara-Carrion, T. Kasper, A. Paul, A. Elsner, B. Peters, W. Wollny, M. Bluemel, H. Hoelscher, N. Brzoska-Steinhaus, K. Heil, L. Schleelein, W. Becker, U. Gries, J. Vrabec, Applied Thermal Engineering 289 (2026). date_created: 2026-01-23T12:48:07Z date_updated: 2026-01-23T12:53:26Z department: - _id: '728' doi: 10.1016/j.applthermaleng.2026.129850 intvolume: ' 289' keyword: - Polyurethane - Foam - Gas permeation - Diffusion models - Thermal conductivity - Condensation - Gas chromatography - Scanning electron microscopy language: - iso: eng publication: Applied Thermal Engineering publication_identifier: issn: - 1359-4311 publication_status: published publisher: Elsevier BV quality_controlled: '1' status: public title: 'Aging of polyurethane foam: Experimental analysis and modeling of cell gas composition and thermal conductivity' type: journal_article user_id: '7828' volume: 289 year: '2026' ... --- _id: '65606' abstract: - lang: eng text: Sound capture by microphone arrays opens the possibility to exploit spatial, in addition to spectral, information for diarization and signal enhancement, two important tasks in meeting transcription. However, there is no one-to-one mapping of positions in space to speakers if speakers move. Here, we address this by proposing a novel joint spatial and spectral mixture model, whose two submodels are loosely coupled by modeling the relationship between speaker and position index probabilistically. Thus, spatial and spectral information can be jointly exploited, while at the same time allowing for speakers speaking from different positions. Experiments on the LibriCSS data set with simulated speaker position changes show great improvements over tightly coupled subsystems. author: - first_name: Adrian Tobias full_name: Meise, Adrian Tobias id: '79268' last_name: Meise - first_name: Tobias full_name: Cord-Landwehr, Tobias id: '44393' last_name: Cord-Landwehr - first_name: Christoph full_name: Boeddeker, Christoph id: '40767' last_name: Boeddeker - first_name: Marc full_name: Delcroix, Marc last_name: Delcroix - first_name: Tomohiro full_name: Nakatani, Tomohiro last_name: Nakatani - first_name: Reinhold full_name: Haeb-Umbach, Reinhold id: '242' last_name: Haeb-Umbach citation: ama: 'Meise AT, Cord-Landwehr T, Boeddeker C, Delcroix M, Nakatani T, Haeb-Umbach R. Loose Coupling of Spectral and Spatial Models for Multi-Channel Diarization and Enhancement of Meetings in Dynamic Environments. In: ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 2026. doi:10.1109/icassp55912.2026.11463540' apa: Meise, A. T., Cord-Landwehr, T., Boeddeker, C., Delcroix, M., Nakatani, T., & Haeb-Umbach, R. (2026). Loose Coupling of Spectral and Spatial Models for Multi-Channel Diarization and Enhancement of Meetings in Dynamic Environments. ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Barcelona. https://doi.org/10.1109/icassp55912.2026.11463540 bibtex: '@inproceedings{Meise_Cord-Landwehr_Boeddeker_Delcroix_Nakatani_Haeb-Umbach_2026, title={Loose Coupling of Spectral and Spatial Models for Multi-Channel Diarization and Enhancement of Meetings in Dynamic Environments}, DOI={10.1109/icassp55912.2026.11463540}, booktitle={ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, publisher={IEEE}, author={Meise, Adrian Tobias and Cord-Landwehr, Tobias and Boeddeker, Christoph and Delcroix, Marc and Nakatani, Tomohiro and Haeb-Umbach, Reinhold}, year={2026} }' chicago: Meise, Adrian Tobias, Tobias Cord-Landwehr, Christoph Boeddeker, Marc Delcroix, Tomohiro Nakatani, and Reinhold Haeb-Umbach. “Loose Coupling of Spectral and Spatial Models for Multi-Channel Diarization and Enhancement of Meetings in Dynamic Environments.” In ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2026. https://doi.org/10.1109/icassp55912.2026.11463540. ieee: 'A. T. Meise, T. Cord-Landwehr, C. Boeddeker, M. Delcroix, T. Nakatani, and R. Haeb-Umbach, “Loose Coupling of Spectral and Spatial Models for Multi-Channel Diarization and Enhancement of Meetings in Dynamic Environments,” presented at the 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Barcelona, 2026, doi: 10.1109/icassp55912.2026.11463540.' mla: Meise, Adrian Tobias, et al. “Loose Coupling of Spectral and Spatial Models for Multi-Channel Diarization and Enhancement of Meetings in Dynamic Environments.” ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2026, doi:10.1109/icassp55912.2026.11463540. short: 'A.T. Meise, T. Cord-Landwehr, C. Boeddeker, M. Delcroix, T. Nakatani, R. Haeb-Umbach, in: ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2026.' conference: location: Barcelona name: ' 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ' date_created: 2026-05-11T14:20:48Z date_updated: 2026-05-15T08:17:25Z department: - _id: '54' - _id: '1063' doi: 10.1109/icassp55912.2026.11463540 external_id: arxiv: - https://arxiv.org/abs/2601.16077 keyword: - mixture models - meeting processing - diarization - source separation language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/pdf/2601.16077 oa: '1' project: - _id: '52' name: Computing Resources Provided by the Paderborn Center for Parallel Computing publication: ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) publisher: IEEE status: public title: Loose Coupling of Spectral and Spatial Models for Multi-Channel Diarization and Enhancement of Meetings in Dynamic Environments type: conference user_id: '79268' year: '2026' ... --- _id: '66449' abstract: - lang: eng text: "This paper evaluates the forecasting performance of an expanded class of (semi-)parametric \r\nGARCH models belonging to the EGARCH family (EGF), including recently introduced long \r\nand short memory specifications and their semiparametric extensions. The semiparametric \r\nvariants employ a multiplicative volatility decomposition into conditional and slowly varying \r\nunconditional components, where the latter is estimated via a data-driven local polynomial \r\nsmoother to accommodate non-stationarities commonly observed in financial time series. Based \r\non the revised Basel Committee framework for market-risk assessment, all models are capable \r\nof producing rolling one-day-ahead forecasts for Value at Risk (VaR) and Expected Shortfall \r\n(ES) under a wide range of symmetric and skewed innovation distributions. Their forecasting \r\naccuracy is examined using the regulatory traffic light tests for VaR and the recently developed \r\nES-specific traffic light procedure, complemented by the regulatory loss function. In addition, \r\nmodel selection incorporates both a recently proposed corrected firm-oriented loss function that \r\naccounts for opportunity costs and the Weighted Absolute Deviation (WAD) criterion. The \r\nempirical comparison demonstrates that (semiparametric) long memory GARCH models - \r\nparticularly those combining fractional dynamics with nonparametric scale adjustments - can \r\nserve as valuable alternatives to traditional parametric short memory models, offering more \r\nstable volatility estimates and improved tail-risk forecasts for practical risk management \r\napplications." author: - first_name: Dominik Christian full_name: Hanke, Dominik Christian id: '63677' last_name: Hanke - first_name: André full_name: Uhde, André id: '36049' last_name: Uhde - first_name: Yuanhua full_name: Feng, Yuanhua id: '20760' last_name: Feng citation: ama: Hanke DC, Uhde A, Feng Y. Application of Novel Exponential (Semi-)Parametric Short and Long  Memory GARCH Models under Regulatory Requirements of Basel III.; 2026. apa: Hanke, D. C., Uhde, A., & Feng, Y. (2026). Application of Novel Exponential (Semi-)Parametric Short and Long  Memory GARCH Models under Regulatory Requirements of Basel III. bibtex: '@book{Hanke_Uhde_Feng_2026, title={Application of Novel Exponential (Semi-)Parametric Short and Long  Memory GARCH Models under Regulatory Requirements of Basel III}, author={Hanke, Dominik Christian and Uhde, André and Feng, Yuanhua}, year={2026} }' chicago: Hanke, Dominik Christian, André Uhde, and Yuanhua Feng. Application of Novel Exponential (Semi-)Parametric Short and Long  Memory GARCH Models under Regulatory Requirements of Basel III, 2026. ieee: D. C. Hanke, A. Uhde, and Y. Feng, Application of Novel Exponential (Semi-)Parametric Short and Long  Memory GARCH Models under Regulatory Requirements of Basel III. 2026. mla: Hanke, Dominik Christian, et al. Application of Novel Exponential (Semi-)Parametric Short and Long  Memory GARCH Models under Regulatory Requirements of Basel III. 2026. short: D.C. Hanke, A. Uhde, Y. Feng, Application of Novel Exponential (Semi-)Parametric Short and Long  Memory GARCH Models under Regulatory Requirements of Basel III, 2026. date_created: 2026-07-13T09:21:49Z date_updated: 2026-07-16T09:07:19Z ddc: - '330' department: - _id: '200' - _id: '186' file: - access_level: open_access content_type: application/pdf creator: dhanke date_created: 2026-07-13T09:21:45Z date_updated: 2026-07-13T09:21:45Z file_id: '66450' file_name: TAF_WP_105_HankeUhdeFeng2026.pdf file_size: 1830858 relation: main_file file_date_updated: 2026-07-13T09:21:45Z has_accepted_license: '1' jel: - C22 - C4 - C5 - C6 - B26 keyword: - semiparametric GARCH extension - data-driven local polynomial smoother - long memory - GARCH models - Value at Risk - Expected Shortfall - traffic light test - backtesting - Basel III - market risk language: - iso: eng oa: '1' status: public title: Application of Novel Exponential (Semi-)Parametric Short and Long Memory GARCH Models under Regulatory Requirements of Basel III type: working_paper user_id: '63677' year: '2026' ... --- _id: '62643' author: - first_name: Tobias full_name: Schwabe, Tobias id: '39217' last_name: Schwabe - first_name: Christian full_name: Kress, Christian id: '13256' last_name: Kress orcid: 0000-0002-4403-2237 - first_name: Stephan full_name: Kruse, Stephan id: '38254' last_name: Kruse - first_name: Maxim full_name: Weizel, Maxim id: '44271' last_name: Weizel orcid: 0000-0003-2699-9839 - first_name: Hanjo full_name: Rhee, Hanjo last_name: Rhee - first_name: J. Christoph full_name: Scheytt, J. Christoph id: '37144' last_name: Scheytt orcid: '0000-0002-5950-6618 ' citation: ama: Schwabe T, Kress C, Kruse S, Weizel M, Rhee H, Scheytt JC. Forward-Biased Silicon Phase Shifter Modeling for Electronic-Photonic Co-Simulation and Validation in a 250 nm EPIC BiCMOS Technology. Journal of Lightwave Technology. 2025;43(1):255-270. doi:10.1109/JLT.2024.3450949 apa: Schwabe, T., Kress, C., Kruse, S., Weizel, M., Rhee, H., & Scheytt, J. C. (2025). Forward-Biased Silicon Phase Shifter Modeling for Electronic-Photonic Co-Simulation and Validation in a 250 nm EPIC BiCMOS Technology. Journal of Lightwave Technology, 43(1), 255–270. https://doi.org/10.1109/JLT.2024.3450949 bibtex: '@article{Schwabe_Kress_Kruse_Weizel_Rhee_Scheytt_2025, title={Forward-Biased Silicon Phase Shifter Modeling for Electronic-Photonic Co-Simulation and Validation in a 250 nm EPIC BiCMOS Technology}, volume={43}, DOI={10.1109/JLT.2024.3450949}, number={1}, journal={Journal of Lightwave Technology}, author={Schwabe, Tobias and Kress, Christian and Kruse, Stephan and Weizel, Maxim and Rhee, Hanjo and Scheytt, J. Christoph}, year={2025}, pages={255–270} }' chicago: 'Schwabe, Tobias, Christian Kress, Stephan Kruse, Maxim Weizel, Hanjo Rhee, and J. Christoph Scheytt. “Forward-Biased Silicon Phase Shifter Modeling for Electronic-Photonic Co-Simulation and Validation in a 250 Nm EPIC BiCMOS Technology.” Journal of Lightwave Technology 43, no. 1 (2025): 255–70. https://doi.org/10.1109/JLT.2024.3450949.' ieee: 'T. Schwabe, C. Kress, S. Kruse, M. Weizel, H. Rhee, and J. C. Scheytt, “Forward-Biased Silicon Phase Shifter Modeling for Electronic-Photonic Co-Simulation and Validation in a 250 nm EPIC BiCMOS Technology,” Journal of Lightwave Technology, vol. 43, no. 1, pp. 255–270, 2025, doi: 10.1109/JLT.2024.3450949.' mla: Schwabe, Tobias, et al. “Forward-Biased Silicon Phase Shifter Modeling for Electronic-Photonic Co-Simulation and Validation in a 250 Nm EPIC BiCMOS Technology.” Journal of Lightwave Technology, vol. 43, no. 1, 2025, pp. 255–70, doi:10.1109/JLT.2024.3450949. short: T. Schwabe, C. Kress, S. Kruse, M. Weizel, H. Rhee, J.C. Scheytt, Journal of Lightwave Technology 43 (2025) 255–270. date_created: 2025-11-27T07:14:34Z date_updated: 2025-11-27T07:16:01Z department: - _id: '58' doi: 10.1109/JLT.2024.3450949 intvolume: ' 43' issue: '1' keyword: - Integrated circuit modeling - Capacitance - Silicon - Modulation - Adaptation models - Semiconductor device modeling - Bandwidth - Data communication - electrooptical transmitter - equalization - free-carrier-plasma dispersion effect - modelling - optical modulator - phase shifter - silicon photonics language: - iso: eng page: 255-270 publication: Journal of Lightwave Technology status: public title: Forward-Biased Silicon Phase Shifter Modeling for Electronic-Photonic Co-Simulation and Validation in a 250 nm EPIC BiCMOS Technology type: journal_article user_id: '38254' volume: 43 year: '2025' ... --- _id: '63498' author: - first_name: Wilhelm full_name: Kirchgässner, Wilhelm last_name: Kirchgässner - first_name: Nikolas full_name: Förster, Nikolas last_name: Förster - first_name: Till full_name: Piepenbrock, Till last_name: Piepenbrock - first_name: Oliver full_name: Schweins, Oliver last_name: Schweins - first_name: Oliver full_name: Wallscheid, Oliver last_name: Wallscheid citation: ama: 'Kirchgässner W, Förster N, Piepenbrock T, Schweins O, Wallscheid O. HARDCORE: H-Field and Power Loss Estimation for Arbitrary Waveforms With Residual, Dilated Convolutional Neural Networks in Ferrite Cores. IEEE Transactions on Power Electronics. 2025;40(2):3326-3335. doi:10.1109/TPEL.2024.3488174' apa: 'Kirchgässner, W., Förster, N., Piepenbrock, T., Schweins, O., & Wallscheid, O. (2025). HARDCORE: H-Field and Power Loss Estimation for Arbitrary Waveforms With Residual, Dilated Convolutional Neural Networks in Ferrite Cores. IEEE Transactions on Power Electronics, 40(2), 3326–3335. https://doi.org/10.1109/TPEL.2024.3488174' bibtex: '@article{Kirchgässner_Förster_Piepenbrock_Schweins_Wallscheid_2025, title={HARDCORE: H-Field and Power Loss Estimation for Arbitrary Waveforms With Residual, Dilated Convolutional Neural Networks in Ferrite Cores}, volume={40}, DOI={10.1109/TPEL.2024.3488174}, number={2}, journal={IEEE Transactions on Power Electronics}, author={Kirchgässner, Wilhelm and Förster, Nikolas and Piepenbrock, Till and Schweins, Oliver and Wallscheid, Oliver}, year={2025}, pages={3326–3335} }' chicago: 'Kirchgässner, Wilhelm, Nikolas Förster, Till Piepenbrock, Oliver Schweins, and Oliver Wallscheid. “HARDCORE: H-Field and Power Loss Estimation for Arbitrary Waveforms With Residual, Dilated Convolutional Neural Networks in Ferrite Cores.” IEEE Transactions on Power Electronics 40, no. 2 (2025): 3326–35. https://doi.org/10.1109/TPEL.2024.3488174.' ieee: 'W. Kirchgässner, N. Förster, T. Piepenbrock, O. Schweins, and O. Wallscheid, “HARDCORE: H-Field and Power Loss Estimation for Arbitrary Waveforms With Residual, Dilated Convolutional Neural Networks in Ferrite Cores,” IEEE Transactions on Power Electronics, vol. 40, no. 2, pp. 3326–3335, 2025, doi: 10.1109/TPEL.2024.3488174.' mla: 'Kirchgässner, Wilhelm, et al. “HARDCORE: H-Field and Power Loss Estimation for Arbitrary Waveforms With Residual, Dilated Convolutional Neural Networks in Ferrite Cores.” IEEE Transactions on Power Electronics, vol. 40, no. 2, 2025, pp. 3326–35, doi:10.1109/TPEL.2024.3488174.' short: W. Kirchgässner, N. Förster, T. Piepenbrock, O. Schweins, O. Wallscheid, IEEE Transactions on Power Electronics 40 (2025) 3326–3335. date_created: 2026-01-06T08:07:13Z date_updated: 2026-01-06T08:08:01Z department: - _id: '52' doi: 10.1109/TPEL.2024.3488174 intvolume: ' 40' issue: '2' keyword: - Mathematical models - Estimation - Data models - Convolutional neural networks - Accuracy - Magnetic hysteresis - Magnetic cores - Temperature measurement - Magnetic domains - Temperature distribution - Convolutional neural network (CNN) - machine learning (ML) - magnetics page: 3326-3335 publication: IEEE Transactions on Power Electronics status: public title: 'HARDCORE: H-Field and Power Loss Estimation for Arbitrary Waveforms With Residual, Dilated Convolutional Neural Networks in Ferrite Cores' type: journal_article user_id: '83383' volume: 40 year: '2025' ... --- _id: '58076' abstract: - lang: eng text: This paper presents the concept of Information Circularity Assistance, which provides decision support in the early stages of product creation for Circular Economy. Engineers in strategic product planning need to proactively predict the quantity, quality, and timing of secondary materials and returned components. For example, products with high recycled content will only be economically sustainable if the material is actually available in the future product life. Our assumption is that Information Circularity Assistance enables decision makers to incorporate insights from extreme data – high-volume, high-velocity, heterogeneous and distributed data from the product life – into product creation through intelligent Digital Twins. Artificial Intelligence can help to derive sustainable actions in favor of circular products by processing extreme data and enriching it with expert knowledge. The research contributes in three key dimensions. First, a comprehensive literature review is conducted. This review covers concepts of intelligence in Scenario-Technique for strategic product planning, Digital Twin-based analysis of extreme data and relevant technologies from Data Science and Artificial Intelligence. In all areas, the state of the art and emerging trends are identified. Secondly, the study identifies information needs along the steps of the Scenario-Technique and information offerings based on Digital Twins. The concept of Information Circularity Assistance results from the coupling of these demands and offerings, extending the Scenario-Technique beyond traditional expert-based methods. Third, we extend existing Digital Twin methods used in circularity and discuss the deployment of Data Science and Artificial Intelligence algorithms within the product creation process. Our approach uses extreme data to provide a strategic advantage in optimizing product life cycle planning, which is illustrated by two sample applications. The aim is to provide Information Circularity Assistance that will support experienced product planners, developers, and decision makers in the future. alternative_title: - Utilizing Artificial Intelligence, Scenario-Technique and Digital Twins to solve challenges of product creation for Circular Economy article_type: original author: - first_name: Iris full_name: Gräßler, Iris id: '47565' last_name: Gräßler orcid: 0000-0001-5765-971X - first_name: Michael full_name: Weyrich, Michael last_name: Weyrich - first_name: Jens full_name: Pottebaum, Jens id: '405' last_name: Pottebaum orcid: http://orcid.org/0000-0001-8778-2989 - first_name: Simon full_name: Kamm, Simon last_name: Kamm citation: ama: Gräßler I, Weyrich M, Pottebaum J, Kamm S. Information Circularity Assistance based on extreme data. at - Automatisierungstechnik. 2025;73(1):3-21. doi:10.1515/auto-2024-0039 apa: Gräßler, I., Weyrich, M., Pottebaum, J., & Kamm, S. (2025). Information Circularity Assistance based on extreme data. At - Automatisierungstechnik, 73(1), 3–21. https://doi.org/10.1515/auto-2024-0039 bibtex: '@article{Gräßler_Weyrich_Pottebaum_Kamm_2025, title={Information Circularity Assistance based on extreme data}, volume={73}, DOI={10.1515/auto-2024-0039}, number={1}, journal={at - Automatisierungstechnik}, publisher={Walter de Gruyter GmbH}, author={Gräßler, Iris and Weyrich, Michael and Pottebaum, Jens and Kamm, Simon}, year={2025}, pages={3–21} }' chicago: 'Gräßler, Iris, Michael Weyrich, Jens Pottebaum, and Simon Kamm. “Information Circularity Assistance Based on Extreme Data.” At - Automatisierungstechnik 73, no. 1 (2025): 3–21. https://doi.org/10.1515/auto-2024-0039.' ieee: 'I. Gräßler, M. Weyrich, J. Pottebaum, and S. Kamm, “Information Circularity Assistance based on extreme data,” at - Automatisierungstechnik, vol. 73, no. 1, pp. 3–21, 2025, doi: 10.1515/auto-2024-0039.' mla: Gräßler, Iris, et al. “Information Circularity Assistance Based on Extreme Data.” At - Automatisierungstechnik, vol. 73, no. 1, Walter de Gruyter GmbH, 2025, pp. 3–21, doi:10.1515/auto-2024-0039. short: I. Gräßler, M. Weyrich, J. Pottebaum, S. Kamm, At - Automatisierungstechnik 73 (2025) 3–21. date_created: 2025-01-07T13:30:45Z date_updated: 2025-02-15T09:41:54Z department: - _id: '152' doi: 10.1515/auto-2024-0039 intvolume: ' 73' issue: '1' keyword: - Scenario-Technique - Artificial Intelligence - Digital Twin - Large Language Models language: - iso: eng main_file_link: - open_access: '1' oa: '1' page: 3-21 publication: at - Automatisierungstechnik publication_identifier: issn: - 0178-2312 - 2196-677X publication_status: published publisher: Walter de Gruyter GmbH quality_controlled: '1' status: public title: Information Circularity Assistance based on extreme data type: journal_article user_id: '405' volume: 73 year: '2025' ... --- _id: '61057' abstract: - lang: eng text: Verification and Validation (V&V) are essential processes in engineering Cyber-Physical Systems. However, the role of V&V engineers is often not given sufficient attention. Based on a systematic literature analysis and practical observations, a four-step method for Test-oriented Resilient Requirements Engineering (ToRRE) is developed. The steps are planning V&V, executing V&V activities, documenting V&V activities and analyzing results of V&V activities. Applying ToRRE ensures continuous information flow and traceability. Engineers are enabled to analyze requirements using engineering artifacts connected through Model-Based Systems Engineering. Adopting methods for Model-Based Effect Chain analysis to evaluated test cases and test scenarios, conclusions on requirements engineering and change management are enabled. The method is evaluated in an EU research project. author: - first_name: Iris full_name: Gräßler, Iris id: '47565' last_name: Gräßler orcid: 0000-0001-5765-971X - first_name: Marcel full_name: Ebel, Marcel id: '81788' last_name: Ebel orcid: https://orcid.org/0009-0007-5400-4436 citation: ama: 'Gräßler I, Ebel M. Test-oriented Resilient Requirements Engineering (ToRRE): extending model-based effect chain analysis to verification objectives. In: Proceedings of the Design Society. Vol 5. Cambridge University Press (CUP); 2025:3031-3040. doi:10.1017/pds.2025.10317' apa: 'Gräßler, I., & Ebel, M. (2025). Test-oriented Resilient Requirements Engineering (ToRRE): extending model-based effect chain analysis to verification objectives. Proceedings of the Design Society, 5, 3031–3040. https://doi.org/10.1017/pds.2025.10317' bibtex: '@inproceedings{Gräßler_Ebel_2025, title={Test-oriented Resilient Requirements Engineering (ToRRE): extending model-based effect chain analysis to verification objectives}, volume={5}, DOI={10.1017/pds.2025.10317}, booktitle={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Gräßler, Iris and Ebel, Marcel}, year={2025}, pages={3031–3040} }' chicago: 'Gräßler, Iris, and Marcel Ebel. “Test-Oriented Resilient Requirements Engineering (ToRRE): Extending Model-Based Effect Chain Analysis to Verification Objectives.” In Proceedings of the Design Society, 5:3031–40. Cambridge University Press (CUP), 2025. https://doi.org/10.1017/pds.2025.10317.' ieee: 'I. Gräßler and M. Ebel, “Test-oriented Resilient Requirements Engineering (ToRRE): extending model-based effect chain analysis to verification objectives,” in Proceedings of the Design Society, Dallas, Texas, USA, 2025, vol. 5, pp. 3031–3040, doi: 10.1017/pds.2025.10317.' mla: 'Gräßler, Iris, and Marcel Ebel. “Test-Oriented Resilient Requirements Engineering (ToRRE): Extending Model-Based Effect Chain Analysis to Verification Objectives.” Proceedings of the Design Society, vol. 5, Cambridge University Press (CUP), 2025, pp. 3031–40, doi:10.1017/pds.2025.10317.' short: 'I. Gräßler, M. Ebel, in: Proceedings of the Design Society, Cambridge University Press (CUP), 2025, pp. 3031–3040.' conference: end_date: 2025-08-14 location: Dallas, Texas, USA name: 25th International Conference on Engineering Design start_date: 2025-08-11 date_created: 2025-08-28T12:53:19Z date_updated: 2025-08-28T13:14:46Z ddc: - '620' department: - _id: '152' doi: 10.1017/pds.2025.10317 has_accepted_license: '1' intvolume: ' 5' keyword: - systems engineering (SE) - product modelling/models - design methods - verification & validation - test cases & test scenarios language: - iso: eng main_file_link: - open_access: '1' url: https://www.cambridge.org/core/journals/proceedings-of-the-design-society/article/testoriented-resilient-requirements-engineering-torre-extending-modelbased-effect-chain-analysis-to-verification-objectives/F1D33C094BAAF635E4E03519E15A4C08 oa: '1' page: 3031-3040 project: - _id: '516' name: 'CREXDATA: Kritische Maßnahmenplanung über extreme Datenmengen' publication: Proceedings of the Design Society publication_identifier: issn: - 2732-527X publication_status: published publisher: Cambridge University Press (CUP) quality_controlled: '1' status: public title: 'Test-oriented Resilient Requirements Engineering (ToRRE): extending model-based effect chain analysis to verification objectives' type: conference user_id: '81788' volume: 5 year: '2025' ... --- _id: '57892' abstract: - lang: eng text: 'The present paper discusses the extent to which Large Language Models (LLMs) may affect the scientific enterprise, reinforcing or mitigating existing structural inequalities expressed by the Matthew Effect and introducing a “bot delusion” in academia. In a theory-led thought experiment, we first focus on the academic publication and citation system and develop three scenarios of the anticipated consequences of using LLMs: reproducing content and status quo (Scenario 1), enabling content coherence evaluation (Scenario 2) and content evaluation (Scenario 3). Second, we discuss the interaction between the use of LLMs and academic (counter)norms for citation selection and their impact on the publication and citation system. Finally, we introduce communal counter-norms to capture academics’ loyal citation behavior and develop three future scenarios that academia may face when LLMs are widely used in the research process, namely status quo future of science, mixed-access future, and open science future.' article_number: '103537' article_type: original author: - first_name: Oliver full_name: Wieczorek, Oliver last_name: Wieczorek - first_name: Isabel full_name: Steinhardt, Isabel id: '90339' last_name: Steinhardt orcid: https://orcid.org/0000-0002-2590-6189 - first_name: Rebecca full_name: Schmidt, Rebecca id: '94416' last_name: Schmidt orcid: https://orcid.org/0000-0002-2516-359X - first_name: Sylvi full_name: Mauermeister, Sylvi id: '98032' last_name: Mauermeister - first_name: Christian full_name: Schneijderberg, Christian last_name: Schneijderberg citation: ama: Wieczorek O, Steinhardt I, Schmidt R, Mauermeister S, Schneijderberg C. The Bot Delusion. Large language models and anticipated consequences for academics’ publication and citation behavior. Futures. 2024;166. doi:10.1016/j.futures.2024.103537 apa: Wieczorek, O., Steinhardt, I., Schmidt, R., Mauermeister, S., & Schneijderberg, C. (2024). The Bot Delusion. Large language models and anticipated consequences for academics’ publication and citation behavior. Futures, 166, Article 103537. https://doi.org/10.1016/j.futures.2024.103537 bibtex: '@article{Wieczorek_Steinhardt_Schmidt_Mauermeister_Schneijderberg_2024, title={The Bot Delusion. Large language models and anticipated consequences for academics’ publication and citation behavior}, volume={166}, DOI={10.1016/j.futures.2024.103537}, number={103537}, journal={Futures}, publisher={Elsevier BV}, author={Wieczorek, Oliver and Steinhardt, Isabel and Schmidt, Rebecca and Mauermeister, Sylvi and Schneijderberg, Christian}, year={2024} }' chicago: Wieczorek, Oliver, Isabel Steinhardt, Rebecca Schmidt, Sylvi Mauermeister, and Christian Schneijderberg. “The Bot Delusion. Large Language Models and Anticipated Consequences for Academics’ Publication and Citation Behavior.” Futures 166 (2024). https://doi.org/10.1016/j.futures.2024.103537. ieee: 'O. Wieczorek, I. Steinhardt, R. Schmidt, S. Mauermeister, and C. Schneijderberg, “The Bot Delusion. Large language models and anticipated consequences for academics’ publication and citation behavior,” Futures, vol. 166, Art. no. 103537, 2024, doi: 10.1016/j.futures.2024.103537.' mla: Wieczorek, Oliver, et al. “The Bot Delusion. Large Language Models and Anticipated Consequences for Academics’ Publication and Citation Behavior.” Futures, vol. 166, 103537, Elsevier BV, 2024, doi:10.1016/j.futures.2024.103537. short: O. Wieczorek, I. Steinhardt, R. Schmidt, S. Mauermeister, C. Schneijderberg, Futures 166 (2024). date_created: 2024-12-31T08:30:51Z date_updated: 2024-12-31T08:36:28Z department: - _id: '121' doi: 10.1016/j.futures.2024.103537 intvolume: ' 166' keyword: - Large Language Models - Matthew Effect - Academic Publishing and Citation Systems - Scientific Norms - Thought Experiment language: - iso: eng main_file_link: - open_access: '1' url: https://www.sciencedirect.com/science/article/pii/S0016328724002209?via%3Dihub oa: '1' publication: Futures publication_identifier: issn: - 0016-3287 publication_status: published publisher: Elsevier BV quality_controlled: '1' status: public title: The Bot Delusion. Large language models and anticipated consequences for academics’ publication and citation behavior type: journal_article user_id: '90339' volume: 166 year: '2024' ... --- _id: '56983' abstract: - lang: eng text: Detecting the veracity of a statement automatically is a challenge the world is grappling with due to the vast amount of data spread across the web. Verifying a given claim typically entails validating it within the framework of supporting evidence like a retrieved piece of text. Classifying the stance of the text with respect to the claim is called stance classification. Despite advancements in automated fact-checking, most systems still rely on a substantial quantity of labeled training data, which can be costly. In this work, we avoid the costly training or fine-tuning of models by reusing pre-trained large language models together with few-shot in-context learning. Since we do not train any model, our approach ExPrompt is lightweight, demands fewer resources than other stance classification methods and can serve as a modern baseline for future developments. At the same time, our evaluation shows that our approach is able to outperform former state-of-the-art stance classification approaches regarding accuracy by at least 2 percent. Our scripts and data used in this paper are available at https://github.com/dice-group/ExPrompt. author: - first_name: Umair full_name: Qudus, Umair id: '83392' last_name: Qudus orcid: 0000-0001-6714-8729 - first_name: Michael full_name: Röder, Michael id: '67199' last_name: Röder orcid: https://orcid.org/0000-0002-8609-8277 - first_name: Daniel full_name: Vollmers, Daniel last_name: Vollmers - first_name: Axel-Cyrille full_name: Ngonga Ngomo, Axel-Cyrille id: '65716' last_name: Ngonga Ngomo citation: ama: 'Qudus U, Röder M, Vollmers D, Ngonga Ngomo A-C. ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance Classification. In: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Vol 9. ACM; 2024:3994-3999. doi:10.1145/3627673.3679923' apa: 'Qudus, U., Röder, M., Vollmers, D., & Ngonga Ngomo, A.-C. (2024). ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance Classification. Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 9, 3994–3999. https://doi.org/10.1145/3627673.3679923' bibtex: '@inproceedings{Qudus_Röder_Vollmers_Ngonga Ngomo_2024, title={ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance Classification}, volume={9}, DOI={10.1145/3627673.3679923}, booktitle={Proceedings of the 33rd ACM International Conference on Information and Knowledge Management}, publisher={ACM}, author={Qudus, Umair and Röder, Michael and Vollmers, Daniel and Ngonga Ngomo, Axel-Cyrille}, year={2024}, pages={3994–3999} }' chicago: 'Qudus, Umair, Michael Röder, Daniel Vollmers, and Axel-Cyrille Ngonga Ngomo. “ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance Classification.” In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 9:3994–99. ACM, 2024. https://doi.org/10.1145/3627673.3679923.' ieee: 'U. Qudus, M. Röder, D. Vollmers, and A.-C. Ngonga Ngomo, “ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance Classification,” in Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, Boise, ID, USA, 2024, vol. 9, pp. 3994–3999, doi: 10.1145/3627673.3679923.' mla: 'Qudus, Umair, et al. “ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance Classification.” Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, vol. 9, ACM, 2024, pp. 3994–99, doi:10.1145/3627673.3679923.' short: 'U. Qudus, M. Röder, D. Vollmers, A.-C. Ngonga Ngomo, in: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, ACM, 2024, pp. 3994–3999.' conference: end_date: 2024-10-25 location: Boise, ID, USA name: 'CIKM ''24: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management' start_date: 2024-10-21 date_created: 2024-11-11T13:15:25Z date_updated: 2025-09-11T09:49:07Z ddc: - '006' doi: 10.1145/3627673.3679923 file: - access_level: closed content_type: application/pdf creator: uqudus date_created: 2024-11-11T13:24:19Z date_updated: 2024-11-11T13:24:19Z file_id: '56984' file_name: public.pdf file_size: 531579 relation: main_file success: 1 file_date_updated: 2024-11-11T13:24:19Z has_accepted_license: '1' intvolume: ' 9' keyword: - Stance Classification - Few-shot in-context learning - Pre-trained large language models language: - iso: eng main_file_link: - url: https://dl.acm.org/doi/10.1145/3627673.3679923 page: 3994 - 3999 popular_science: '1' project: - _id: '412' name: 'NEBULA: Nutzerzentrierte KI-basierte Erkennung von Fake-News und Fehlinformationen' publication: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management publication_identifier: isbn: - 79-8-4007-0436-9/24/10 publication_status: published publisher: ACM quality_controlled: '1' status: public title: 'ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance Classification' type: conference user_id: '83392' volume: 9 year: '2024' ... --- _id: '37613' abstract: - lang: eng text: Chemical phenomena are only observable on a macroscopic level, whereas they are explained by entities on a non-visible level. Students often demonstrate limited ability to link these different levels. Augmented reality (AR) offers the possibility to increase contiguity by embedding virtual models into hands-on experiments. Therefore, this paper presents a pre- and post-test study investigating how learning and cognitive load are influenced by AR during hands-on experiments. Three comparison groups (AR, animation and filmstrip), with a total of N = 104 German secondary school students, conducted and explained two hands-on experiments. Whereas the AR group was allowed to use an AR app showing virtual models of the processes on the submicroscopic level during the experiments, the two other groups were provided with the same dynamic or static models after experimenting. Results indicate no significant learning gain for the AR group in contrast to the two other groups. The perceived intrinsic cognitive load was higher for the AR group in both experiments as well as the extraneous load in the second experiment. It can be concluded that AR could not unleash its theoretically derived potential in the present study. article_number: '9' author: - first_name: Hendrik full_name: Peeters, Hendrik id: '49942' last_name: Peeters orcid: https://orcid.org/ 0000-0002-7143-3781 - first_name: Sebastian full_name: Habig, Sebastian last_name: Habig - first_name: Sabine full_name: Fechner, Sabine id: '54823' last_name: Fechner orcid: 0000-0001-5645-5870 citation: ama: Peeters H, Habig S, Fechner S. Does augmented reality help to understand chemical phenomena during hands-on experiments?–Implications for cognitive load and learning. Multimodal Technologies and Interaction. 2023;7(2). doi:10.3390/mti7020009 apa: Peeters, H., Habig, S., & Fechner, S. (2023). Does augmented reality help to understand chemical phenomena during hands-on experiments?–Implications for cognitive load and learning. Multimodal Technologies and Interaction, 7(2), Article 9. https://doi.org/10.3390/mti7020009 bibtex: '@article{Peeters_Habig_Fechner_2023, title={Does augmented reality help to understand chemical phenomena during hands-on experiments?–Implications for cognitive load and learning}, volume={7}, DOI={10.3390/mti7020009}, number={29}, journal={Multimodal Technologies and Interaction}, publisher={MDPI AG}, author={Peeters, Hendrik and Habig, Sebastian and Fechner, Sabine}, year={2023} }' chicago: Peeters, Hendrik, Sebastian Habig, and Sabine Fechner. “Does Augmented Reality Help to Understand Chemical Phenomena during Hands-on Experiments?–Implications for Cognitive Load and Learning.” Multimodal Technologies and Interaction 7, no. 2 (2023). https://doi.org/10.3390/mti7020009. ieee: 'H. Peeters, S. Habig, and S. Fechner, “Does augmented reality help to understand chemical phenomena during hands-on experiments?–Implications for cognitive load and learning,” Multimodal Technologies and Interaction, vol. 7, no. 2, Art. no. 9, 2023, doi: 10.3390/mti7020009.' mla: Peeters, Hendrik, et al. “Does Augmented Reality Help to Understand Chemical Phenomena during Hands-on Experiments?–Implications for Cognitive Load and Learning.” Multimodal Technologies and Interaction, vol. 7, no. 2, 9, MDPI AG, 2023, doi:10.3390/mti7020009. short: H. Peeters, S. Habig, S. Fechner, Multimodal Technologies and Interaction 7 (2023). date_created: 2023-01-19T15:02:21Z date_updated: 2025-12-11T13:36:33Z department: - _id: '386' - _id: '33' doi: 10.3390/mti7020009 intvolume: ' 7' issue: '2' keyword: - augmented reality - chemistry education - models - experiment - cognitive load language: - iso: eng main_file_link: - open_access: '1' url: https://www.mdpi.com/2414-4088/7/2/9 oa: '1' publication: Multimodal Technologies and Interaction publication_identifier: issn: - 2414-4088 publication_status: published publisher: MDPI AG quality_controlled: '1' status: public title: Does augmented reality help to understand chemical phenomena during hands-on experiments?–Implications for cognitive load and learning type: journal_article user_id: '54823' volume: 7 year: '2023' ... --- _id: '52865' abstract: - lang: eng text: This paper addresses new challenges of detecting campaigns in social media, which emerged with the rise of Large Language Models (LLMs). LLMs particularly challenge algorithms focused on the temporal analysis of topical clusters. Simple similarity measures can no longer capture and map campaigns that were previously broadly similar in content. Herein, we analyze whether the classification of messages over time can be profitably used to rediscover poorly detectable campaigns at the content level. Thus, we evaluate classical classifiers and a new method based on siamese neural networks. Our results show that campaigns can be detected despite the limited reliability of the classifiers as long as they are based on a large amount of simultaneously spread artificial content. author: - first_name: Britta full_name: Grimme, Britta last_name: Grimme - first_name: Janina full_name: Pohl, Janina last_name: Pohl - first_name: Hendrik full_name: Winkelmann, Hendrik last_name: Winkelmann - first_name: Lucas full_name: Stampe, Lucas last_name: Stampe - first_name: Christian full_name: Grimme, Christian last_name: Grimme citation: ama: 'Grimme B, Pohl J, Winkelmann H, Stampe L, Grimme C. Lost in Transformation: Rediscovering LLM-Generated Campaigns in Social Media. In: Disinformation in Open Online Media: 5th Multidisciplinary International Symposium, MISDOOM 2023, Amsterdam, The Netherlands, November 21–22, 2023, Proceedings. Springer-Verlag; 2023:72–87. doi:10.1007/978-3-031-47896-3_6' apa: 'Grimme, B., Pohl, J., Winkelmann, H., Stampe, L., & Grimme, C. (2023). Lost in Transformation: Rediscovering LLM-Generated Campaigns in Social Media. Disinformation in Open Online Media: 5th Multidisciplinary International Symposium, MISDOOM 2023, Amsterdam, The Netherlands, November 21–22, 2023, Proceedings, 72–87. https://doi.org/10.1007/978-3-031-47896-3_6' bibtex: '@inproceedings{Grimme_Pohl_Winkelmann_Stampe_Grimme_2023, place={Berlin, Heidelberg}, title={Lost in Transformation: Rediscovering LLM-Generated Campaigns in Social Media}, DOI={10.1007/978-3-031-47896-3_6}, booktitle={Disinformation in Open Online Media: 5th Multidisciplinary International Symposium, MISDOOM 2023, Amsterdam, The Netherlands, November 21–22, 2023, Proceedings}, publisher={Springer-Verlag}, author={Grimme, Britta and Pohl, Janina and Winkelmann, Hendrik and Stampe, Lucas and Grimme, Christian}, year={2023}, pages={72–87} }' chicago: 'Grimme, Britta, Janina Pohl, Hendrik Winkelmann, Lucas Stampe, and Christian Grimme. “Lost in Transformation: Rediscovering LLM-Generated Campaigns in Social Media.” In Disinformation in Open Online Media: 5th Multidisciplinary International Symposium, MISDOOM 2023, Amsterdam, The Netherlands, November 21–22, 2023, Proceedings, 72–87. Berlin, Heidelberg: Springer-Verlag, 2023. https://doi.org/10.1007/978-3-031-47896-3_6.' ieee: 'B. Grimme, J. Pohl, H. Winkelmann, L. Stampe, and C. Grimme, “Lost in Transformation: Rediscovering LLM-Generated Campaigns in Social Media,” in Disinformation in Open Online Media: 5th Multidisciplinary International Symposium, MISDOOM 2023, Amsterdam, The Netherlands, November 21–22, 2023, Proceedings, 2023, pp. 72–87, doi: 10.1007/978-3-031-47896-3_6.' mla: 'Grimme, Britta, et al. “Lost in Transformation: Rediscovering LLM-Generated Campaigns in Social Media.” Disinformation in Open Online Media: 5th Multidisciplinary International Symposium, MISDOOM 2023, Amsterdam, The Netherlands, November 21–22, 2023, Proceedings, Springer-Verlag, 2023, pp. 72–87, doi:10.1007/978-3-031-47896-3_6.' short: 'B. Grimme, J. Pohl, H. Winkelmann, L. Stampe, C. Grimme, in: Disinformation in Open Online Media: 5th Multidisciplinary International Symposium, MISDOOM 2023, Amsterdam, The Netherlands, November 21–22, 2023, Proceedings, Springer-Verlag, Berlin, Heidelberg, 2023, pp. 72–87.' date_created: 2024-03-25T14:38:01Z date_updated: 2026-03-19T07:48:51Z doi: 10.1007/978-3-031-47896-3_6 keyword: - Social Media - Campaign Detection - Large Language Models - Siamese Neural Networks page: 72–87 place: Berlin, Heidelberg publication: 'Disinformation in Open Online Media: 5th Multidisciplinary International Symposium, MISDOOM 2023, Amsterdam, The Netherlands, November 21–22, 2023, Proceedings' publication_identifier: isbn: - 978-3-031-47895-6 publisher: Springer-Verlag status: public title: 'Lost in Transformation: Rediscovering LLM-Generated Campaigns in Social Media' type: conference user_id: '103682' year: '2023' ... --- _id: '35992' abstract: - lang: eng text: 'In this paper new semiparametric generalized autoregressive conditional heteroscedasticity (GARCH) models with long memory are introduced. A multiplicative decomposition of the volatility into a conditional component and an unconditional component is assumed. The estimation of the latter is carried out by means of a data-driven local polynomial smoother. According to the revised recommendations by the Basel Committee on Banking Supervision to measure market risk in the banks’ trading books, these new semiparametric GARCH models are applied to obtain rolling one-step ahead forecasts for the value-at-risk and expected shortfall (ES) for market risk assets. Standard regulatory traffic-light tests and a newly introduced traffic-light test for the ES are carried out for all models. In addition, model performance is assessed via a recently introduced model selection criterion. The practical relevance of our proposal is demonstrated by a comparative study. Our results indicate that semiparametric long-memory GARCH models are a meaningful substitute for their conventional, parametric counterparts. ' article_type: original author: - first_name: Sebastian full_name: Letmathe, Sebastian id: '23991' last_name: Letmathe - first_name: Yuanhua full_name: Feng, Yuanhua id: '20760' last_name: Feng - first_name: André full_name: Uhde, André id: '36049' last_name: Uhde citation: ama: Letmathe S, Feng Y, Uhde A. Semiparametric GARCH models with long memory applied to Value at Risk and Expected Shortfall. Journal of Risk. 25(2). apa: Letmathe, S., Feng, Y., & Uhde, A. (n.d.). Semiparametric GARCH models with long memory applied to Value at Risk and Expected Shortfall. Journal of Risk, 25(2). bibtex: '@article{Letmathe_Feng_Uhde, title={Semiparametric GARCH models with long memory applied to Value at Risk and Expected Shortfall}, volume={25}, number={2}, journal={Journal of Risk}, author={Letmathe, Sebastian and Feng, Yuanhua and Uhde, André} }' chicago: Letmathe, Sebastian, Yuanhua Feng, and André Uhde. “Semiparametric GARCH Models with Long Memory Applied to Value at Risk and Expected Shortfall.” Journal of Risk 25, no. 2 (n.d.). ieee: S. Letmathe, Y. Feng, and A. Uhde, “Semiparametric GARCH models with long memory applied to Value at Risk and Expected Shortfall,” Journal of Risk, vol. 25, no. 2. mla: Letmathe, Sebastian, et al. “Semiparametric GARCH Models with Long Memory Applied to Value at Risk and Expected Shortfall.” Journal of Risk, vol. 25, no. 2. short: S. Letmathe, Y. Feng, A. Uhde, Journal of Risk 25 (n.d.). date_created: 2023-01-11T10:50:27Z date_updated: 2023-11-17T10:26:36Z department: - _id: '186' - _id: '188' intvolume: ' 25' issue: '2' keyword: - long memory - generalized autoregressive conditional heteroscedasticity (GARCH) models - value-at-risk (VaR) - expected shortfall (ES) - traffic-light test - backtesting language: - iso: eng publication: Journal of Risk publication_status: inpress status: public title: Semiparametric GARCH models with long memory applied to Value at Risk and Expected Shortfall type: journal_article user_id: '36049' volume: 25 year: '2022' ... --- _id: '29317' abstract: - lang: eng text: In this paper new semiparametric GARCH models with long memory are in- troduced. The estimation of the nonparametric scale function is carried out by an adapted version of the SEMIFAR algorithm (Beran et al., 2002). Recurring on the revised recommendations by the Basel Committee to measure market risk in the banks' trading books (Basel Committee on Banking Supervision, 2013), the semi- parametric GARCH models are applied to obtain rolling one-step ahead forecasts for the Value at Risk (VaR) and Expected Shortfall (ES) for market risk assets. In addition, standard regulatory traffic light tests (Basel Committee on Banking Supervision, 1996) and a newly introduced traffic light test for the ES are carried out for all models. The practical relevance of our proposal is demonstrated by a comparative study. Our results indicate that semiparametric long memory GARCH models are an attractive alternative to their conventional, parametric counterparts. author: - first_name: Sebastian full_name: Letmathe, Sebastian id: '23991' last_name: Letmathe - first_name: Yuanhua full_name: Feng, Yuanhua id: '20760' last_name: Feng - first_name: André full_name: Uhde, André id: '36049' last_name: Uhde orcid: https://orcid.org/0000-0002-8058-8857 citation: ama: Letmathe S, Feng Y, Uhde A. Semiparametric GARCH models with long memory applied to Value at Risk and Expected Shortfall. Journal of Risk. doi:10.21314/JOR.2022.044 apa: Letmathe, S., Feng, Y., & Uhde, A. (n.d.). Semiparametric GARCH models with long memory applied to Value at Risk and Expected Shortfall. Journal of Risk. https://doi.org/10.21314/JOR.2022.044 bibtex: '@article{Letmathe_Feng_Uhde, title={Semiparametric GARCH models with long memory applied to Value at Risk and Expected Shortfall}, DOI={10.21314/JOR.2022.044}, journal={Journal of Risk}, author={Letmathe, Sebastian and Feng, Yuanhua and Uhde, André} }' chicago: Letmathe, Sebastian, Yuanhua Feng, and André Uhde. “Semiparametric GARCH Models with Long Memory Applied to Value at Risk and Expected Shortfall.” Journal of Risk, n.d. https://doi.org/10.21314/JOR.2022.044. ieee: 'S. Letmathe, Y. Feng, and A. Uhde, “Semiparametric GARCH models with long memory applied to Value at Risk and Expected Shortfall,” Journal of Risk, doi: 10.21314/JOR.2022.044.' mla: Letmathe, Sebastian, et al. “Semiparametric GARCH Models with Long Memory Applied to Value at Risk and Expected Shortfall.” Journal of Risk, doi:10.21314/JOR.2022.044. short: S. Letmathe, Y. Feng, A. Uhde, Journal of Risk (n.d.). date_created: 2022-01-13T11:23:02Z date_updated: 2024-04-17T13:34:54Z department: - _id: '186' - _id: '19' doi: 10.21314/JOR.2022.044 jel: - C14 - C51 - C52 - G17 - G32 keyword: - Semiparametric - long memory - GARCH models - forecasting - Value at Risk - Expected Shortfall - traffic light test - Basel Committee on Banking Supervision language: - iso: eng publication: Journal of Risk publication_status: inpress status: public title: Semiparametric GARCH models with long memory applied to Value at Risk and Expected Shortfall type: journal_article user_id: '36049' year: '2022' ... --- _id: '21727' abstract: - lang: eng text: 'Platform-based business models underlie the success of many of today’s largest, fastest-growing, and most disruptive companies. Despite the success of prominent examples, such as Uber and Airbnb, creating a profitable platform ecosystem presents a key challenge for many companies across all industries. Although research provides knowledge about platforms’ different value drivers (e.g., network effects), companies that seek to transform their current business model into a platform-based one lack an artifact to reduce knowledge boundaries, collaborate effectively, and cope with the complexities and dynamics of platform ecosystems. We address this challenge by developing two artifacts and combining research from variability modeling, business model dependencies, and system dynamics. This paper presents a design science research approach to develop the platform ecosystem modeling language and the platform ecosystem development tool that support researcher and practitioner by visualizing and simulating platform ecosystems. ' author: - first_name: Christian full_name: Vorbohle, Christian id: '29951' last_name: Vorbohle - first_name: Sebastian full_name: Gottschalk, Sebastian id: '47208' last_name: Gottschalk citation: ama: 'Vorbohle C, Gottschalk S. Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems . In: Proceedings of the 29th European Conference on Information Systems (ECIS). AIS.' apa: 'Vorbohle, C., & Gottschalk, S. (n.d.). Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems . In Proceedings of the 29th European Conference on Information Systems (ECIS). Virtual Conference/Workshop: AIS.' bibtex: '@inproceedings{Vorbohle_Gottschalk, title={Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems }, booktitle={Proceedings of the 29th European Conference on Information Systems (ECIS)}, publisher={AIS}, author={Vorbohle, Christian and Gottschalk, Sebastian} }' chicago: Vorbohle, Christian, and Sebastian Gottschalk. “Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems .” In Proceedings of the 29th European Conference on Information Systems (ECIS). AIS, n.d. ieee: C. Vorbohle and S. Gottschalk, “Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems ,” in Proceedings of the 29th European Conference on Information Systems (ECIS), Virtual Conference/Workshop. mla: Vorbohle, Christian, and Sebastian Gottschalk. “Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems .” Proceedings of the 29th European Conference on Information Systems (ECIS), AIS. short: 'C. Vorbohle, S. Gottschalk, in: Proceedings of the 29th European Conference on Information Systems (ECIS), AIS, n.d.' conference: location: Virtual Conference/Workshop name: 29th European Conference on Information Systems (ECIS) date_created: 2021-04-23T13:38:54Z date_updated: 2022-01-06T06:55:12Z department: - _id: '66' - _id: '534' - _id: '276' keyword: - Platform Ecosystems - Platform Ecosystem Modeling Language - Platform Ecosystem Development Tool - Business Models - Design Science language: - iso: eng project: - _id: '1' name: SFB 901 - _id: '4' name: SFB 901 - Project Area C - _id: '17' name: SFB 901 - Subproject C5 publication: Proceedings of the 29th European Conference on Information Systems (ECIS) publication_status: accepted publisher: AIS status: public title: 'Towards Visualizing and Simulating Business Models in Dynamic Platform Ecosystems ' type: conference user_id: '47208' year: '2021' ... --- _id: '25528' abstract: - lang: eng text: "Developing effective business models is a complex process for a company where several tasks (e.g., conduct customer interviews) need to be accomplished, and decisions (e.g., advertisement as a revenue stream) must be made. Here, domain experts can guide the choices of tasks and decisions with their knowledge. Nevertheless, this knowledge needs to match the situation of the company (e.g., financial resources) and the application domain of the product/service (e.g., mobile app) to reduce the risk of developing ineffective business models with low market penetration. This is not covered by one-size-fits-all development methods without tailoring before the enaction.\r\nTherefore, we conduct a design science study to create a situation-specific development approach for business models. Based on situational method engineering and our previous work in storing knowledge of methods and models in distinct repositories, this paper shows the situation-specific composition and enaction of business model development methods. First, the method engineer composes the development method out of both repositories based on the situational context. Second, the business developer enacts the method and develops the business model. We implement the approach in a tool and evaluate it with a industrial case study on mobile apps." author: - first_name: Sebastian full_name: Gottschalk, Sebastian id: '47208' last_name: Gottschalk - first_name: Enes full_name: Yigitbas, Enes id: '8447' last_name: Yigitbas orcid: 0000-0002-5967-833X - first_name: Alexander full_name: Nowosad, Alexander last_name: Nowosad - first_name: Gregor full_name: Engels, Gregor id: '107' last_name: Engels citation: ama: 'Gottschalk S, Yigitbas E, Nowosad A, Engels G. Situation- and  Domain-specific Composition and Enactment of Business Model Development Methods. In: Product-Focused Software Process Improvement. Springer; 2021.' apa: Gottschalk, S., Yigitbas, E., Nowosad, A., & Engels, G. (2021). Situation- and  Domain-specific Composition and Enactment of Business Model Development Methods. In Product-focused Software Process Improvement. 22nd International Conference on Product-Focused Software Process Improvement, Turin. Springer. bibtex: '@inbook{Gottschalk_Yigitbas_Nowosad_Engels_2021, title={Situation- and  Domain-specific Composition and Enactment of Business Model Development Methods}, booktitle={Product-focused Software Process Improvement}, publisher={Springer}, author={Gottschalk, Sebastian and Yigitbas, Enes and Nowosad, Alexander and Engels, Gregor}, year={2021} }' chicago: Gottschalk, Sebastian, Enes Yigitbas, Alexander Nowosad, and Gregor Engels. “Situation- and  Domain-Specific Composition and Enactment of Business Model Development Methods.” In Product-Focused Software Process Improvement. Springer, 2021. ieee: S. Gottschalk, E. Yigitbas, A. Nowosad, and G. Engels, “Situation- and  Domain-specific Composition and Enactment of Business Model Development Methods,” in Product-focused Software Process Improvement, Springer, 2021. mla: Gottschalk, Sebastian, et al. “Situation- and  Domain-Specific Composition and Enactment of Business Model Development Methods.” Product-Focused Software Process Improvement, Springer, 2021. short: 'S. Gottschalk, E. Yigitbas, A. Nowosad, G. Engels, in: Product-Focused Software Process Improvement, Springer, 2021.' conference: end_date: 2021-11-26 location: Turin name: 22nd International Conference on Product-Focused Software Process Improvement start_date: 2021-11-25 date_created: 2021-10-05T20:11:09Z date_updated: 2022-02-15T08:36:09Z department: - _id: '66' keyword: - Business Model Development - Situational Method Engineering - Lean Development - Kanban Boards - Canvas Models language: - iso: eng project: - _id: '1' name: SFB 901 - _id: '4' name: SFB 901 - Project Area C - _id: '17' name: SFB 901 - Subproject C5 publication: Product-focused Software Process Improvement publisher: Springer status: public title: Situation- and Domain-specific Composition and Enactment of Business Model Development Methods type: book_chapter user_id: '47208' year: '2021' ... --- _id: '9275' abstract: - lang: eng text: "In the last years, store-oriented software ecosystems are gaining\r\nmore and more attention from a business perspective. In these ecosystems,\r\nthird-party developers upload extensions to a store which can be\r\ndownloaded by end users. While the functional scope of such ecosystems\r\nis relatively similar, the underlying business models differ greatly in and\r\nbetween their different product domains (e.g. Mobile Phone, Smart TV).\r\nThis variability, in turn, makes it challenging for store providers to \r\nfind a business model that fits their own needs.\r\nTo handle this variability, we introduce the Business Variability Model\r\n(BVM) for modeling business model decisions. The basis of these decisions\r\nis the analysis of 60 store-oriented software ecosystems in eight\r\ndifferent product domains. We map their business model decisions to the\r\nBusiness Model Canvas, condense them to a variability model and discuss\r\nparticular variants and their dependencies. Our work provides store\r\nproviders a new approach for modeling business model decisions together\r\nwith insights of existing business models. This, in turn, supports them\r\nin creating new and improving existing business models." author: - first_name: Sebastian full_name: Gottschalk, Sebastian id: '47208' last_name: Gottschalk - first_name: Florian full_name: Rittmeier, Florian id: '5281' last_name: Rittmeier - first_name: Gregor full_name: Engels, Gregor id: '107' last_name: Engels citation: ama: 'Gottschalk S, Rittmeier F, Engels G. Business Models of Store-Oriented Software Ecosystems: A Variability Modeling Approach. In: Shishkov B, ed. Business Modeling and Software Design. Lecture Notes in Business Information Processing. Springer International Publishing; 2019:153-169. doi:10.1007/978-3-030-24854-3_10' apa: 'Gottschalk, S., Rittmeier, F., & Engels, G. (2019). Business Models of Store-Oriented Software Ecosystems: A Variability Modeling Approach. In B. Shishkov (Ed.), Business Modeling and Software Design (pp. 153–169). Lisbon: Springer International Publishing. https://doi.org/10.1007/978-3-030-24854-3_10' bibtex: '@inproceedings{Gottschalk_Rittmeier_Engels_2019, series={Lecture Notes in Business Information Processing}, title={Business Models of Store-Oriented Software Ecosystems: A Variability Modeling Approach}, DOI={10.1007/978-3-030-24854-3_10}, booktitle={Business Modeling and Software Design}, publisher={Springer International Publishing}, author={Gottschalk, Sebastian and Rittmeier, Florian and Engels, Gregor}, editor={Shishkov, BorisEditor}, year={2019}, pages={153–169}, collection={Lecture Notes in Business Information Processing} }' chicago: 'Gottschalk, Sebastian, Florian Rittmeier, and Gregor Engels. “Business Models of Store-Oriented Software Ecosystems: A Variability Modeling Approach.” In Business Modeling and Software Design, edited by Boris Shishkov, 153–69. Lecture Notes in Business Information Processing. Springer International Publishing, 2019. https://doi.org/10.1007/978-3-030-24854-3_10.' ieee: 'S. Gottschalk, F. Rittmeier, and G. Engels, “Business Models of Store-Oriented Software Ecosystems: A Variability Modeling Approach,” in Business Modeling and Software Design, Lisbon, 2019, pp. 153–169.' mla: 'Gottschalk, Sebastian, et al. “Business Models of Store-Oriented Software Ecosystems: A Variability Modeling Approach.” Business Modeling and Software Design, edited by Boris Shishkov, Springer International Publishing, 2019, pp. 153–69, doi:10.1007/978-3-030-24854-3_10.' short: 'S. Gottschalk, F. Rittmeier, G. Engels, in: B. Shishkov (Ed.), Business Modeling and Software Design, Springer International Publishing, 2019, pp. 153–169.' conference: end_date: 2019-07-03 location: Lisbon name: International Symposium on Business Modeling and Software Design start_date: 2019-07-01 date_created: 2019-04-23T11:47:23Z date_updated: 2022-01-06T07:04:12Z ddc: - '000' department: - _id: '66' doi: 10.1007/978-3-030-24854-3_10 editor: - first_name: Boris full_name: Shishkov, Boris last_name: Shishkov file: - access_level: open_access content_type: application/pdf creator: sego date_created: 2019-11-14T14:47:32Z date_updated: 2019-12-06T13:47:58Z file_id: '14988' file_name: BMSD.pdf file_size: 546764 relation: main_file file_date_updated: 2019-12-06T13:47:58Z has_accepted_license: '1' keyword: - Software Ecosystems - Business Models - Variabilities language: - iso: eng main_file_link: - url: https://link.springer.com/chapter/10.1007/978-3-030-24854-3_10 oa: '1' page: 153-169 project: - _id: '4' name: SFB 901 - Project Area C - _id: '1' name: SFB 901 - _id: '17' name: SFB 901 - Subproject C5 publication: Business Modeling and Software Design publication_identifier: unknown: - 978-3-030-24853-6 publication_status: published publisher: Springer International Publishing series_title: Lecture Notes in Business Information Processing status: public title: 'Business Models of Store-Oriented Software Ecosystems: A Variability Modeling Approach' type: conference user_id: '47208' year: '2019' ... --- _id: '9974' abstract: - lang: eng text: The integrated modeling of behavior and reliability in system development delivers a model-based approach for reliability investigation by taking into account the dynamic system behavior as well as the system architecture at different phases of the development process. This approach features an automated synthesis of a reliability model out of a behavior model enabling for the closed loop modeling of degradation of the system and its (dynamic) behavior. The approach is integrated into the development process following Systems Engineering. It is based on standard models used in model-based development methodologies i.e. SysML or Matlab/Simulink. In addition to the theoretical description of the necessary steps the procedure is validated by an application example at two stages of the development process. author: - first_name: Julian full_name: Hentze, Julian id: '13342' last_name: Hentze - first_name: Thorben full_name: Kaul, Thorben id: '14802' last_name: Kaul - first_name: Iris full_name: Grässler, Iris last_name: Grässler - first_name: Walter full_name: Sextro, Walter id: '21220' last_name: Sextro citation: ama: 'Hentze J, Kaul T, Grässler I, Sextro W. Integrated modeling og behavior and reliability in system development. In: ICED17, 21st International Conference on Enginieering Design. ; 2017:385-394.' apa: Hentze, J., Kaul, T., Grässler, I., & Sextro, W. (2017). Integrated modeling og behavior and reliability in system development. In ICED17, 21st International conference on enginieering design (pp. 385–394). bibtex: '@inproceedings{Hentze_Kaul_Grässler_Sextro_2017, title={Integrated modeling og behavior and reliability in system development}, booktitle={ICED17, 21st International conference on enginieering design}, author={Hentze, Julian and Kaul, Thorben and Grässler, Iris and Sextro, Walter}, year={2017}, pages={385–394} }' chicago: Hentze, Julian, Thorben Kaul, Iris Grässler, and Walter Sextro. “Integrated Modeling Og Behavior and Reliability in System Development.” In ICED17, 21st International Conference on Enginieering Design, 385–94, 2017. ieee: J. Hentze, T. Kaul, I. Grässler, and W. Sextro, “Integrated modeling og behavior and reliability in system development,” in ICED17, 21st International conference on enginieering design, 2017, pp. 385–394. mla: Hentze, Julian, et al. “Integrated Modeling Og Behavior and Reliability in System Development.” ICED17, 21st International Conference on Enginieering Design, 2017, pp. 385–94. short: 'J. Hentze, T. Kaul, I. Grässler, W. Sextro, in: ICED17, 21st International Conference on Enginieering Design, 2017, pp. 385–394.' date_created: 2019-05-27T09:35:48Z date_updated: 2019-09-30T08:04:38Z department: - _id: '151' keyword: - Design for X (DfX) - Product modelling / models - Robust design - Systems Engineering (SE) - Reliability language: - iso: eng page: 385-394 publication: ICED17, 21st International conference on enginieering design quality_controlled: '1' status: public title: Integrated modeling og behavior and reliability in system development type: conference user_id: '55222' year: '2017' ... --- _id: '4586' abstract: - lang: eng text: 'This study examines the loan-pricing behavior of German banks for a large variety of retail and corporate loan products. We find that a bank’s operational efficiency is priced in bank loan rates and alters interest-setting behavior. Specifically, we establish that a higher degree of operational efficiency leads to lower loan markups, which makes prices more competitive and smoothes the setting of interest rates. By employing state-of-the-art stochastic frontier efficiency measures to capture a bank’s operational efficiency, we take a look at the bank customers’ perspective and demonstrate the extent to which bor-rowers benefit from cost-efficient banking. ' article_type: letter_note author: - first_name: Tobias full_name: Schlueter, Tobias last_name: Schlueter - first_name: Ramona full_name: Busch, Ramona last_name: Busch - first_name: Soenke full_name: Sievers, Soenke last_name: Sievers - first_name: Thomas full_name: Hartmann-Wendels, Thomas last_name: Hartmann-Wendels citation: ama: 'Schlueter T, Busch R, Sievers S, Hartmann-Wendels T. Loan Pricing: Do Borrowers Benefit from Cost-Efficient Banking? Credit and Capital Markets--Kredit und Kapital. 2016;49(1):93-125. doi:10.3790/ccm.49.1.93' apa: 'Schlueter, T., Busch, R., Sievers, S., & Hartmann-Wendels, T. (2016). Loan Pricing: Do Borrowers Benefit from Cost-Efficient Banking? Credit and Capital Markets--Kredit Und Kapital, 49(1), 93–125. https://doi.org/10.3790/ccm.49.1.93' bibtex: '@article{Schlueter_Busch_Sievers_Hartmann-Wendels_2016, title={Loan Pricing: Do Borrowers Benefit from Cost-Efficient Banking?}, volume={49}, DOI={10.3790/ccm.49.1.93}, number={1}, journal={Credit and Capital Markets--Kredit und Kapital}, author={Schlueter, Tobias and Busch, Ramona and Sievers, Soenke and Hartmann-Wendels, Thomas}, year={2016}, pages={93–125} }' chicago: 'Schlueter, Tobias, Ramona Busch, Soenke Sievers, and Thomas Hartmann-Wendels. “Loan Pricing: Do Borrowers Benefit from Cost-Efficient Banking?” Credit and Capital Markets--Kredit Und Kapital 49, no. 1 (2016): 93–125. https://doi.org/10.3790/ccm.49.1.93.' ieee: 'T. Schlueter, R. Busch, S. Sievers, and T. Hartmann-Wendels, “Loan Pricing: Do Borrowers Benefit from Cost-Efficient Banking?,” Credit and Capital Markets--Kredit und Kapital, vol. 49, no. 1, pp. 93–125, 2016.' mla: 'Schlueter, Tobias, et al. “Loan Pricing: Do Borrowers Benefit from Cost-Efficient Banking?” Credit and Capital Markets--Kredit Und Kapital, vol. 49, no. 1, 2016, pp. 93–125, doi:10.3790/ccm.49.1.93.' short: T. Schlueter, R. Busch, S. Sievers, T. Hartmann-Wendels, Credit and Capital Markets--Kredit Und Kapital 49 (2016) 93–125. date_created: 2018-10-09T09:04:17Z date_updated: 2022-01-06T07:01:14Z department: - _id: '275' doi: 10.3790/ccm.49.1.93 intvolume: ' 49' issue: '1' jel: - G21 - G28 keyword: - interest rate pass-through models - error correction models - bank efficiency - cost efficiency - stochastic frontier analysis language: - iso: eng page: 93-125 publication: Credit and Capital Markets--Kredit und Kapital publication_status: published status: public title: 'Loan Pricing: Do Borrowers Benefit from Cost-Efficient Banking?' type: journal_article user_id: '64756' volume: 49 year: '2016' ... --- _id: '11813' abstract: - lang: eng text: 'The parametric Bayesian Feature Enhancement (BFE) and a datadriven Denoising Autoencoder (DA) both bring performance gains in severe single-channel speech recognition conditions. The first can be adjusted to different conditions by an appropriate parameter setting, while the latter needs to be trained on conditions similar to the ones expected at decoding time, making it vulnerable to a mismatch between training and test conditions. We use a DNN backend and study reverberant ASR under three types of mismatch conditions: different room reverberation times, different speaker to microphone distances and the difference between artificially reverberated data and the recordings in a reverberant environment. We show that for these mismatch conditions BFE can provide the targets for a DA. This unsupervised adaptation provides a performance gain over the direct use of BFE and even enables to compensate for the mismatch of real and simulated reverberant data.' author: - first_name: Jahn full_name: Heymann, Jahn id: '9168' last_name: Heymann - first_name: Reinhold full_name: Haeb-Umbach, Reinhold id: '242' last_name: Haeb-Umbach - first_name: P. full_name: Golik, P. last_name: Golik - first_name: R. full_name: Schlueter, R. last_name: Schlueter citation: ama: 'Heymann J, Haeb-Umbach R, Golik P, Schlueter R. Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions. In: Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference On. ; 2015:5053-5057. doi:10.1109/ICASSP.2015.7178933' apa: Heymann, J., Haeb-Umbach, R., Golik, P., & Schlueter, R. (2015). Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions. In Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on (pp. 5053–5057). https://doi.org/10.1109/ICASSP.2015.7178933 bibtex: '@inproceedings{Heymann_Haeb-Umbach_Golik_Schlueter_2015, title={Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions}, DOI={10.1109/ICASSP.2015.7178933}, booktitle={Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on}, author={Heymann, Jahn and Haeb-Umbach, Reinhold and Golik, P. and Schlueter, R.}, year={2015}, pages={5053–5057} }' chicago: Heymann, Jahn, Reinhold Haeb-Umbach, P. Golik, and R. Schlueter. “Unsupervised Adaptation of a Denoising Autoencoder by Bayesian Feature Enhancement for Reverberant Asr under Mismatch Conditions.” In Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference On, 5053–57, 2015. https://doi.org/10.1109/ICASSP.2015.7178933. ieee: J. Heymann, R. Haeb-Umbach, P. Golik, and R. Schlueter, “Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions,” in Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on, 2015, pp. 5053–5057. mla: Heymann, Jahn, et al. “Unsupervised Adaptation of a Denoising Autoencoder by Bayesian Feature Enhancement for Reverberant Asr under Mismatch Conditions.” Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference On, 2015, pp. 5053–57, doi:10.1109/ICASSP.2015.7178933. short: 'J. Heymann, R. Haeb-Umbach, P. Golik, R. Schlueter, in: Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference On, 2015, pp. 5053–5057.' date_created: 2019-07-12T05:28:45Z date_updated: 2022-01-06T06:51:09Z department: - _id: '54' doi: 10.1109/ICASSP.2015.7178933 keyword: - codecs - signal denoising - speech recognition - Bayesian feature enhancement - denoising autoencoder - reverberant ASR - single-channel speech recognition - speaker to microphone distances - unsupervised adaptation - Adaptation models - Noise reduction - Reverberation - Speech - Speech recognition - Training - deep neuronal networks - denoising autoencoder - feature enhancement - robust speech recognition language: - iso: eng main_file_link: - open_access: '1' url: https://groups.uni-paderborn.de/nt/pubs/2015/hey_icassp_2015.pdf oa: '1' page: 5053-5057 publication: Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on status: public title: Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions type: conference user_id: '44006' year: '2015' ... --- _id: '17659' author: - first_name: Gleb full_name: Polevoy, Gleb id: '83983' last_name: Polevoy - first_name: Stojan full_name: Trajanovski, Stojan last_name: Trajanovski - first_name: Mathijs M. full_name: de Weerdt, Mathijs M. last_name: de Weerdt citation: ama: 'Polevoy G, Trajanovski S, de Weerdt MM. Nash Equilibria in Shared Effort Games. In: Proceedings of the 2014 International Conference on Autonomous Agents and Multi-Agent Systems. AAMAS ’14. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems; 2014:861-868.' apa: 'Polevoy, G., Trajanovski, S., & de Weerdt, M. M. (2014). Nash Equilibria in Shared Effort Games. In Proceedings of the 2014 International Conference on Autonomous Agents and Multi-agent Systems (pp. 861–868). Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems.' bibtex: '@inproceedings{Polevoy_Trajanovski_de Weerdt_2014, place={Richland, SC}, series={AAMAS ’14}, title={Nash Equilibria in Shared Effort Games}, booktitle={Proceedings of the 2014 International Conference on Autonomous Agents and Multi-agent Systems}, publisher={International Foundation for Autonomous Agents and Multiagent Systems}, author={Polevoy, Gleb and Trajanovski, Stojan and de Weerdt, Mathijs M.}, year={2014}, pages={861–868}, collection={AAMAS ’14} }' chicago: 'Polevoy, Gleb, Stojan Trajanovski, and Mathijs M. de Weerdt. “Nash Equilibria in Shared Effort Games.” In Proceedings of the 2014 International Conference on Autonomous Agents and Multi-Agent Systems, 861–68. AAMAS ’14. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, 2014.' ieee: G. Polevoy, S. Trajanovski, and M. M. de Weerdt, “Nash Equilibria in Shared Effort Games,” in Proceedings of the 2014 International Conference on Autonomous Agents and Multi-agent Systems, 2014, pp. 861–868. mla: Polevoy, Gleb, et al. “Nash Equilibria in Shared Effort Games.” Proceedings of the 2014 International Conference on Autonomous Agents and Multi-Agent Systems, International Foundation for Autonomous Agents and Multiagent Systems, 2014, pp. 861–68. short: 'G. Polevoy, S. Trajanovski, M.M. de Weerdt, in: Proceedings of the 2014 International Conference on Autonomous Agents and Multi-Agent Systems, International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2014, pp. 861–868.' date_created: 2020-08-06T15:21:26Z date_updated: 2022-01-06T06:53:16Z department: - _id: '63' - _id: '541' extern: '1' keyword: - competition - equilibrium - market - models - shared effort games - simulation language: - iso: eng page: 861-868 place: Richland, SC publication: Proceedings of the 2014 International Conference on Autonomous Agents and Multi-agent Systems publication_identifier: isbn: - 978-1-4503-2738-1 publisher: International Foundation for Autonomous Agents and Multiagent Systems series_title: AAMAS '14 status: public title: Nash Equilibria in Shared Effort Games type: conference user_id: '83983' year: '2014' ...