[{"publication_identifier":{"eisbn":["978-1-6654-8045-1"]},"publication_status":"published","citation":{"ama":"Caron M. Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift. In: <i>2022 IEEE International Conference on Big Data (Big Data)</i>. IEEE; 2022. doi:<a href=\"https://doi.org/10.1109/bigdata55660.2022.10020933\">10.1109/bigdata55660.2022.10020933</a>","chicago":"Caron, Matthew. “Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift.” In <i>2022 IEEE International Conference on Big Data (Big Data)</i>. IEEE, 2022. <a href=\"https://doi.org/10.1109/bigdata55660.2022.10020933\">https://doi.org/10.1109/bigdata55660.2022.10020933</a>.","ieee":"M. Caron, “Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift,” presented at the 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 2022, doi: <a href=\"https://doi.org/10.1109/bigdata55660.2022.10020933\">10.1109/bigdata55660.2022.10020933</a>.","mla":"Caron, Matthew. “Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift.” <i>2022 IEEE International Conference on Big Data (Big Data)</i>, IEEE, 2022, doi:<a href=\"https://doi.org/10.1109/bigdata55660.2022.10020933\">10.1109/bigdata55660.2022.10020933</a>.","short":"M. Caron, in: 2022 IEEE International Conference on Big Data (Big Data), IEEE, 2022.","bibtex":"@inproceedings{Caron_2022, title={Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift}, DOI={<a href=\"https://doi.org/10.1109/bigdata55660.2022.10020933\">10.1109/bigdata55660.2022.10020933</a>}, booktitle={2022 IEEE International Conference on Big Data (Big Data)}, publisher={IEEE}, author={Caron, Matthew}, year={2022} }","apa":"Caron, M. (2022). Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift. <i>2022 IEEE International Conference on Big Data (Big Data)</i>. 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan. <a href=\"https://doi.org/10.1109/bigdata55660.2022.10020933\">https://doi.org/10.1109/bigdata55660.2022.10020933</a>"},"year":"2022","date_created":"2023-02-28T08:29:30Z","author":[{"id":"60721","full_name":"Caron, Matthew","last_name":"Caron","first_name":"Matthew"}],"publisher":"IEEE","date_updated":"2024-01-15T12:32:06Z","conference":{"location":"Osaka, Japan","end_date":"2022-12-20","start_date":"2022-12-17","name":"2022 IEEE International Conference on Big Data (Big Data)"},"doi":"10.1109/bigdata55660.2022.10020933","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10020933"}],"title":"Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift","publication":"2022 IEEE International Conference on Big Data (Big Data)","type":"conference","status":"public","abstract":[{"text":"In recent years, many cases of deep neural networks failing dramatically when faced with adversarial or real-world examples have been reported. Such failures, which are quite hard to detect, are often related to a generalization problem known as shortcut learning. Yet, with state-of-the-art transformer models now being ubiquitous in financial text mining, one cannot help but wonder how reliable the results conveyed in the ever-growing literature genuinely are. Against this background, we expose, in this work, how vulnerable contemporary financial text mining approaches are to shortcut learning. Focussing on the common learning task of financial sentiment classification, we assess, using two entity-based sampling strategies and our publicly-available dataset, the discrepancies between i.i.d. and o.o.d. performance estimates of four transformer models. Our results reveal that o.o.d. performance estimates are consistently weaker than those of their i.i.d. counterparts, with the error rate increasing by as much as 29.7%, thus, demonstrating how this issue can, when overlooked, lead to misleading evaluations. Moreover, we show how additional preprocessing steps, such as entity removal and vocabulary filtering, can help reduce the effects of shortcut learning by filtering out entity-related linguistic cues.","lang":"eng"}],"department":[{"_id":"196"}],"user_id":"60721","_id":"42631","language":[{"iso":"eng"}]},{"status":"public","abstract":[{"lang":"eng","text":"Our world is more connected than ever before. Sadly, however, this highly connected world has made it easier to bully, insult, and propagate hate speech on the cyberspace. Even though researchers and companies alike have started investigating this real-world problem, the question remains as to why users are increasingly being exposed to hate and discrimination online. In fact, the noticeable and persistent increase in harmful language on social media platforms indicates that the situation is, actually, only getting worse. Hence, in this work, we show that contemporary ML methods can help tackle this challenge in an accurate and cost-effective manner. Our experiments demonstrate that a universal approach combining transfer learning methods and state-of-the-art Transformer architectures can trigger the efficient development of toxic language detection models. Consequently, with this universal approach, we provide platform providers with a simplistic approach capable of enabling the automated moderation of user-generated content, and as a result, hope to contribute to making the web a safer place."}],"publication":"55th Hawaii International Conference on System Sciences (HICSS)","type":"conference","language":[{"iso":"eng"}],"department":[{"_id":"196"}],"user_id":"60721","_id":"25113","citation":{"short":"M. Caron, F.S. Bäumer, O. Müller, in: 55th Hawaii International Conference on System Sciences (HICSS), 2022.","bibtex":"@inproceedings{Caron_Bäumer_Müller_2022, title={Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models}, booktitle={55th Hawaii International Conference on System Sciences (HICSS)}, author={Caron, Matthew and Bäumer, Frederik S. and Müller, Oliver}, year={2022} }","mla":"Caron, Matthew, et al. “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models.” <i>55th Hawaii International Conference on System Sciences (HICSS)</i>, 2022.","apa":"Caron, M., Bäumer, F. S., &#38; Müller, O. (2022). Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. <i>55th Hawaii International Conference on System Sciences (HICSS)</i>. 55th Hawaii International Conference on System Sciences (HICSS), Online.","ama":"Caron M, Bäumer FS, Müller O. Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. In: <i>55th Hawaii International Conference on System Sciences (HICSS)</i>. ; 2022.","ieee":"M. Caron, F. S. Bäumer, and O. Müller, “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models,” presented at the 55th Hawaii International Conference on System Sciences (HICSS), Online, 2022.","chicago":"Caron, Matthew, Frederik S. Bäumer, and Oliver Müller. “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models.” In <i>55th Hawaii International Conference on System Sciences (HICSS)</i>, 2022."},"year":"2022","publication_status":"published","conference":{"name":"55th Hawaii International Conference on System Sciences (HICSS)","start_date":"2022-01-03","end_date":"2022-01-07","location":"Online"},"main_file_link":[{"url":"http://hdl.handle.net/10125/79428"}],"title":"Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models","date_created":"2021-09-29T10:06:24Z","author":[{"last_name":"Caron","full_name":"Caron, Matthew","id":"60721","first_name":"Matthew"},{"first_name":"Frederik S.","full_name":"Bäumer, Frederik S.","last_name":"Bäumer"},{"first_name":"Oliver","last_name":"Müller","full_name":"Müller, Oliver","id":"72849"}],"date_updated":"2024-01-15T12:37:10Z"},{"citation":{"mla":"Steinhoff, Lena, et al. “Commentaries on Relationship Marketing: The Present and Future of Customer Relationships in Services.” <i>Journal of Service Management Research</i>, vol. 6, no. 1, 2022, pp. 2–27, doi:<a href=\"https://doi.org/ 10.5771/2511-8676-2022-1-2\"> 10.5771/2511-8676-2022-1-2</a>.","bibtex":"@article{Steinhoff_Palmatier_Martin_Fox_Henderson_Saint Clair_Yan_Lee_Perko_Harmeling_2022, title={Commentaries on Relationship Marketing: The Present and Future of Customer Relationships in Services}, volume={6}, DOI={<a href=\"https://doi.org/ 10.5771/2511-8676-2022-1-2\"> 10.5771/2511-8676-2022-1-2</a>}, number={1}, journal={Journal of Service Management Research}, author={Steinhoff, Lena and Palmatier, R. W. and Martin, K. D. and Fox, G. and Henderson, C. M. and Saint Clair, J. K. and Yan, S. and Lee, J.-Y. and Perko, T. and Harmeling, C. M.}, year={2022}, pages={2–27} }","short":"L. Steinhoff, R.W. Palmatier, K.D. Martin, G. Fox, C.M. Henderson, J.K. Saint Clair, S. Yan, J.-Y. Lee, T. Perko, C.M. Harmeling, Journal of Service Management Research 6 (2022) 2–27.","apa":"Steinhoff, L., Palmatier, R. W., Martin, K. D., Fox, G., Henderson, C. M., Saint Clair, J. K., Yan, S., Lee, J.-Y., Perko, T., &#38; Harmeling, C. M. (2022). Commentaries on Relationship Marketing: The Present and Future of Customer Relationships in Services. <i>Journal of Service Management Research</i>, <i>6</i>(1), 2–27. <a href=\"https://doi.org/ 10.5771/2511-8676-2022-1-2\">https://doi.org/ 10.5771/2511-8676-2022-1-2</a>","ama":"Steinhoff L, Palmatier RW, Martin KD, et al. Commentaries on Relationship Marketing: The Present and Future of Customer Relationships in Services. <i>Journal of Service Management Research</i>. 2022;6(1):2-27. doi:<a href=\"https://doi.org/ 10.5771/2511-8676-2022-1-2\"> 10.5771/2511-8676-2022-1-2</a>","ieee":"L. Steinhoff <i>et al.</i>, “Commentaries on Relationship Marketing: The Present and Future of Customer Relationships in Services,” <i>Journal of Service Management Research</i>, vol. 6, no. 1, pp. 2–27, 2022, doi: <a href=\"https://doi.org/ 10.5771/2511-8676-2022-1-2\"> 10.5771/2511-8676-2022-1-2</a>.","chicago":"Steinhoff, Lena, R. W. Palmatier, K. D. Martin, G. Fox, C. M. Henderson, J. K. Saint Clair, S. Yan, J.-Y. Lee, T. Perko, and C. M. Harmeling. “Commentaries on Relationship Marketing: The Present and Future of Customer Relationships in Services.” <i>Journal of Service Management Research</i> 6, no. 1 (2022): 2–27. <a href=\"https://doi.org/ 10.5771/2511-8676-2022-1-2\">https://doi.org/ 10.5771/2511-8676-2022-1-2</a>."},"intvolume":"         6","page":"2-27","year":"2022","issue":"1","publication_status":"published","doi":" 10.5771/2511-8676-2022-1-2","title":"Commentaries on Relationship Marketing: The Present and Future of Customer Relationships in Services","author":[{"last_name":"Steinhoff","id":"4336","full_name":"Steinhoff, Lena","first_name":"Lena"},{"first_name":"R. W.","last_name":"Palmatier","full_name":"Palmatier, R. W."},{"full_name":"Martin, K. D.","last_name":"Martin","first_name":"K. D."},{"first_name":"G.","last_name":"Fox","full_name":"Fox, G."},{"first_name":"C. M.","full_name":"Henderson, C. M.","last_name":"Henderson"},{"full_name":"Saint Clair, J. K.","last_name":"Saint Clair","first_name":"J. K."},{"first_name":"S.","full_name":"Yan, S.","last_name":"Yan"},{"first_name":"J.-Y.","full_name":"Lee, J.-Y.","last_name":"Lee"},{"full_name":"Perko, T.","last_name":"Perko","first_name":"T."},{"full_name":"Harmeling, C. M.","last_name":"Harmeling","first_name":"C. M."}],"date_created":"2023-06-22T16:32:06Z","volume":6,"date_updated":"2024-01-15T14:10:08Z","status":"public","type":"journal_article","publication":"Journal of Service Management Research","language":[{"iso":"eng"}],"user_id":"68445","department":[{"_id":"733"}],"_id":"45721"},{"_id":"45738","user_id":"68445","department":[{"_id":"733"}],"language":[{"iso":"eng"}],"type":"conference","publication":"Proceedings of the 51st European Marketing Academy (EMAC) Conference, Budapest.","status":"public","date_updated":"2024-01-15T15:17:21Z","author":[{"last_name":"Becker","full_name":"Becker, M.","first_name":"M."},{"full_name":"Wiegand, N.","last_name":"Wiegand","first_name":"N."},{"full_name":"Steinhoff, Lena","id":"4336","last_name":"Steinhoff","first_name":"Lena"},{"first_name":"K.","last_name":"Baidina","full_name":"Baidina, K."}],"date_created":"2023-06-22T16:54:51Z","title":"The Role of Self-Rewarding Behavior in Cashback Loyalty Programs","conference":{"name":"Proceedings of the 51st European Marketing Academy (EMAC) Conference","location":"Budapest"},"publication_status":"published","year":"2022","citation":{"apa":"Becker, M., Wiegand, N., Steinhoff, L., &#38; Baidina, K. (2022). The Role of Self-Rewarding Behavior in Cashback Loyalty Programs. <i>Proceedings of the 51st European Marketing Academy (EMAC) Conference, Budapest.</i> Proceedings of the 51st European Marketing Academy (EMAC) Conference, Budapest.","bibtex":"@inproceedings{Becker_Wiegand_Steinhoff_Baidina_2022, title={The Role of Self-Rewarding Behavior in Cashback Loyalty Programs}, booktitle={Proceedings of the 51st European Marketing Academy (EMAC) Conference, Budapest.}, author={Becker, M. and Wiegand, N. and Steinhoff, Lena and Baidina, K.}, year={2022} }","mla":"Becker, M., et al. “The Role of Self-Rewarding Behavior in Cashback Loyalty Programs.” <i>Proceedings of the 51st European Marketing Academy (EMAC) Conference, Budapest.</i>, 2022.","short":"M. Becker, N. Wiegand, L. Steinhoff, K. Baidina, in: Proceedings of the 51st European Marketing Academy (EMAC) Conference, Budapest., 2022.","ieee":"M. Becker, N. Wiegand, L. Steinhoff, and K. Baidina, “The Role of Self-Rewarding Behavior in Cashback Loyalty Programs,” presented at the Proceedings of the 51st European Marketing Academy (EMAC) Conference, Budapest, 2022.","chicago":"Becker, M., N. Wiegand, Lena Steinhoff, and K. Baidina. “The Role of Self-Rewarding Behavior in Cashback Loyalty Programs.” In <i>Proceedings of the 51st European Marketing Academy (EMAC) Conference, Budapest.</i>, 2022.","ama":"Becker M, Wiegand N, Steinhoff L, Baidina K. The Role of Self-Rewarding Behavior in Cashback Loyalty Programs. In: <i>Proceedings of the 51st European Marketing Academy (EMAC) Conference, Budapest.</i> ; 2022."}},{"doi":"https://doi.org/10.1515/fs-2022-0036","title":"Datenbanken","volume":40,"author":[{"last_name":"Weber","full_name":"Weber, Jutta","id":"31494","first_name":"Jutta"}],"date_created":"2024-01-16T10:30:09Z","date_updated":"2024-01-16T10:31:25Z","intvolume":"        40","page":"234-236","citation":{"apa":"Weber, J. (2022). Datenbanken. <i>Feministische Studien</i>, <i>40</i>(2), 234–236. <a href=\"https://doi.org/10.1515/fs-2022-0036\">https://doi.org/10.1515/fs-2022-0036</a>","short":"J. Weber, Feministische Studien 40 (2022) 234–236.","bibtex":"@article{Weber_2022, title={Datenbanken}, volume={40}, DOI={<a href=\"https://doi.org/10.1515/fs-2022-0036\">https://doi.org/10.1515/fs-2022-0036</a>}, number={2}, journal={Feministische Studien}, author={Weber, Jutta}, year={2022}, pages={234–236} }","mla":"Weber, Jutta. “Datenbanken.” <i>Feministische Studien</i>, vol. 40, no. 2, 2022, pp. 234–36, doi:<a href=\"https://doi.org/10.1515/fs-2022-0036\">https://doi.org/10.1515/fs-2022-0036</a>.","ama":"Weber J. Datenbanken. <i>Feministische Studien</i>. 2022;40(2):234-236. doi:<a href=\"https://doi.org/10.1515/fs-2022-0036\">https://doi.org/10.1515/fs-2022-0036</a>","chicago":"Weber, Jutta. “Datenbanken.” <i>Feministische Studien</i> 40, no. 2 (2022): 234–36. <a href=\"https://doi.org/10.1515/fs-2022-0036\">https://doi.org/10.1515/fs-2022-0036</a>.","ieee":"J. Weber, “Datenbanken,” <i>Feministische Studien</i>, vol. 40, no. 2, pp. 234–236, 2022, doi: <a href=\"https://doi.org/10.1515/fs-2022-0036\">https://doi.org/10.1515/fs-2022-0036</a>."},"year":"2022","issue":"2","language":[{"iso":"eng"}],"user_id":"31494","_id":"50538","status":"public","publication":"Feministische Studien","type":"journal_article"},{"date_updated":"2024-01-16T10:44:03Z","oa":"1","author":[{"last_name":"Safaei","id":"66935","full_name":"Safaei, Reyhaneh","first_name":"Reyhaneh"}],"date_created":"2023-01-10T11:04:32Z","volume":79,"title":"Transfer Pricing Rules for Intangibles: Implementation and Practical Challenges","main_file_link":[{"url":"https://en.wiwi.uni-paderborn.de/fileadmin-wiwi/cetar/TAF_Working_Paper_Series/TAF_WP_079_Safaei2022.pdf","open_access":"1"}],"year":"2022","citation":{"ama":"Safaei R. <i>Transfer Pricing Rules for Intangibles: Implementation and Practical Challenges</i>. Vol 79.; 2022.","ieee":"R. Safaei, <i>Transfer Pricing Rules for Intangibles: Implementation and Practical Challenges</i>, vol. 79. 2022.","chicago":"Safaei, Reyhaneh. <i>Transfer Pricing Rules for Intangibles: Implementation and Practical Challenges</i>. Vol. 79. TAF Working Paper Serie, 2022.","apa":"Safaei, R. (2022). <i>Transfer Pricing Rules for Intangibles: Implementation and Practical Challenges</i> (Vol. 79).","short":"R. Safaei, Transfer Pricing Rules for Intangibles: Implementation and Practical Challenges, 2022.","mla":"Safaei, Reyhaneh. <i>Transfer Pricing Rules for Intangibles: Implementation and Practical Challenges</i>. 2022.","bibtex":"@book{Safaei_2022, series={TAF Working Paper Serie}, title={Transfer Pricing Rules for Intangibles: Implementation and Practical Challenges}, volume={79}, author={Safaei, Reyhaneh}, year={2022}, collection={TAF Working Paper Serie} }"},"intvolume":"        79","_id":"35801","series_title":"TAF Working Paper Serie","user_id":"74000","department":[{"_id":"187"}],"language":[{"iso":"eng"}],"type":"working_paper","status":"public"},{"type":"working_paper","status":"public","department":[{"_id":"187"}],"user_id":"74000","_id":"35802","language":[{"iso":"eng"}],"citation":{"bibtex":"@book{Shabestari_Safaei_2022, title={Changes in Transfer Pricing Regulations and Corporate Investment Decisions}, author={Shabestari, Mehrzad Azmi and Safaei, Reyhaneh}, year={2022} }","short":"M.A. Shabestari, R. Safaei, Changes in Transfer Pricing Regulations and Corporate Investment Decisions, 2022.","mla":"Shabestari, Mehrzad Azmi, and Reyhaneh Safaei. <i>Changes in Transfer Pricing Regulations and Corporate Investment Decisions</i>. 2022.","apa":"Shabestari, M. A., &#38; Safaei, R. (2022). <i>Changes in Transfer Pricing Regulations and Corporate Investment Decisions</i>.","ieee":"M. A. Shabestari and R. Safaei, <i>Changes in Transfer Pricing Regulations and Corporate Investment Decisions</i>. 2022.","chicago":"Shabestari, Mehrzad Azmi, and Reyhaneh Safaei. <i>Changes in Transfer Pricing Regulations and Corporate Investment Decisions</i>, 2022.","ama":"Shabestari MA, Safaei R. <i>Changes in Transfer Pricing Regulations and Corporate Investment Decisions</i>.; 2022."},"year":"2022","author":[{"full_name":"Shabestari, Mehrzad Azmi","last_name":"Shabestari","first_name":"Mehrzad Azmi"},{"first_name":"Reyhaneh","full_name":"Safaei, Reyhaneh","id":"66935","last_name":"Safaei"}],"date_created":"2023-01-10T11:05:32Z","oa":"1","date_updated":"2024-01-16T10:44:49Z","main_file_link":[{"url":"https://en.wiwi.uni-paderborn.de/fileadmin-wiwi/cetar/TAF_Working_Paper_Series/TAF_WP_080_ShabestariSafaei2022.pdf","open_access":"1"}],"title":"Changes in Transfer Pricing Regulations and Corporate Investment Decisions"},{"quality_controlled":"1","year":"2022","date_created":"2022-03-10T08:05:46Z","publisher":"Laboratory for Freeform Fabrication and University of Texas","title":"Effects of spherical fillers on the processability and mechanical properties of PA613 and PP-based LS dry blends","publication":"Proceedings of the 33th Annual International Solid Freeform Fabrication Symposium","abstract":[{"text":"In this work, the influences of spherical fillers on the processing properties and the resulting mechanical properties of laser sintered components are investigated. For this purpose, micro glass spheres, hollow glass bubbles and mineral spheres are dry blended to the matrix polymers polyamide 613 and polypropylene with a filling ratio of 20 and 40 vol%. First, relevant properties of the blends, such as powder flowability, thermal behavior and melt viscosity, are investigated. Based on the results, processing parameters are then developed for the LS process and the mechanical properties of the components are investigated. The aim is to be able to tailor the mechanical properties of LS components by adding fillers and thus to create new application areas for additively manufactured components. ","lang":"eng"}],"language":[{"iso":"eng"}],"publication_status":"published","citation":{"apa":"Kletetzka, I., Gawlikowicz, R., &#38; Schmid, H.-J. (2022). Effects of spherical fillers on the processability and mechanical properties of PA613 and PP-based LS dry blends. <i>Proceedings of the 33th Annual International Solid Freeform Fabrication Symposium</i>, <i>33</i>. <a href=\"http://dx.doi.org/10.26153/tsw/44558\">http://dx.doi.org/10.26153/tsw/44558</a>","bibtex":"@inproceedings{Kletetzka_Gawlikowicz_Schmid_2022, place={Austin}, title={Effects of spherical fillers on the processability and mechanical properties of PA613 and PP-based LS dry blends}, volume={33}, DOI={<a href=\"http://dx.doi.org/10.26153/tsw/44558\">http://dx.doi.org/10.26153/tsw/44558</a>}, booktitle={Proceedings of the 33th Annual International Solid Freeform Fabrication Symposium}, publisher={Laboratory for Freeform Fabrication and University of Texas}, author={Kletetzka, Ivo and Gawlikowicz, Roland and Schmid, Hans-Joachim}, year={2022} }","short":"I. Kletetzka, R. Gawlikowicz, H.-J. Schmid, in: Proceedings of the 33th Annual International Solid Freeform Fabrication Symposium, Laboratory for Freeform Fabrication and University of Texas, Austin, 2022.","mla":"Kletetzka, Ivo, et al. “Effects of Spherical Fillers on the Processability and Mechanical Properties of PA613 and PP-Based LS Dry Blends.” <i>Proceedings of the 33th Annual International Solid Freeform Fabrication Symposium</i>, vol. 33, Laboratory for Freeform Fabrication and University of Texas, 2022, doi:<a href=\"http://dx.doi.org/10.26153/tsw/44558\">http://dx.doi.org/10.26153/tsw/44558</a>.","ama":"Kletetzka I, Gawlikowicz R, Schmid H-J. Effects of spherical fillers on the processability and mechanical properties of PA613 and PP-based LS dry blends. In: <i>Proceedings of the 33th Annual International Solid Freeform Fabrication Symposium</i>. Vol 33. Laboratory for Freeform Fabrication and University of Texas; 2022. doi:<a href=\"http://dx.doi.org/10.26153/tsw/44558\">http://dx.doi.org/10.26153/tsw/44558</a>","ieee":"I. Kletetzka, R. Gawlikowicz, and H.-J. Schmid, “Effects of spherical fillers on the processability and mechanical properties of PA613 and PP-based LS dry blends,” in <i>Proceedings of the 33th Annual International Solid Freeform Fabrication Symposium</i>, Austin, 2022, vol. 33, doi: <a href=\"http://dx.doi.org/10.26153/tsw/44558\">http://dx.doi.org/10.26153/tsw/44558</a>.","chicago":"Kletetzka, Ivo, Roland Gawlikowicz, and Hans-Joachim Schmid. “Effects of Spherical Fillers on the Processability and Mechanical Properties of PA613 and PP-Based LS Dry Blends.” In <i>Proceedings of the 33th Annual International Solid Freeform Fabrication Symposium</i>, Vol. 33. Austin: Laboratory for Freeform Fabrication and University of Texas, 2022. <a href=\"http://dx.doi.org/10.26153/tsw/44558\">http://dx.doi.org/10.26153/tsw/44558</a>."},"intvolume":"        33","place":"Austin","author":[{"full_name":"Kletetzka, Ivo","id":"50769","last_name":"Kletetzka","first_name":"Ivo"},{"first_name":"Roland","last_name":"Gawlikowicz","full_name":"Gawlikowicz, Roland"},{"full_name":"Schmid, Hans-Joachim","id":"464","orcid":"000-0001-8590-1921","last_name":"Schmid","first_name":"Hans-Joachim"}],"volume":33,"date_updated":"2024-01-17T07:30:39Z","oa":"1","main_file_link":[{"open_access":"1","url":"https://utw10945.utweb.utexas.edu/sites/default/files/2022/Effects%20of%20Spherical%20Fillers%20on%20the%20Processability.pdf"}],"doi":"http://dx.doi.org/10.26153/tsw/44558","conference":{"end_date":"2022-07-27","location":"Austin","name":"2022 Annual International Solid Freeform Fabrication Symposium","start_date":"2022-07-25"},"type":"conference","status":"public","user_id":"50769","department":[{"_id":"150"},{"_id":"624"},{"_id":"219"},{"_id":"9"}],"_id":"30220"},{"place":"Austin","citation":{"apa":"Kletetzka, I., Klippstein, S. 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