--- _id: '50719' abstract: - lang: eng text: We propose an indicator for detecting anomalous stock market valuation in real time such that market participants receive timely signals so as to be able to take stabilizing action. Unlike existing approaches, our anomaly indicator introduces three methodological novelties. First, we use an endogenous, purely data-driven, nonparametric trend identification method to separate long-term market movements from more short-term ones. Second, we apply SETAR models that allow for asymmetric expansions and contractions around the long-term trend and find systematic stock price cycles. Third, we implement these findings in our indicator and conduct real-time market forecasts, which have so far been neglected in the literature. Applications of our indicator using monthly S&P 500 stock data from 1970 to the end of 2022 show that short-term anomalous market movements can be identified in real time up to one year ahead. We predict all major anomalies, including the 1987 Bubble and the initial phase of the Financial Crisis that began in 2007. In total, our anomaly indicator identifies more than 80% of all – even minor – anomalous episodes. Thus, smoothing market exaggerations through early signaling seems possible. article_type: original author: - first_name: Marlon full_name: Fritz, Marlon last_name: Fritz - first_name: Thomas full_name: Gries, Thomas id: '186' last_name: Gries - first_name: Lukas full_name: Wiechers, Lukas last_name: Wiechers citation: ama: Fritz M, Gries T, Wiechers L. An early indicator for anomalous stock market performance. Quantitative Finance. Published online 2024:1-14. doi:10.1080/14697688.2023.2281529 apa: Fritz, M., Gries, T., & Wiechers, L. (2024). An early indicator for anomalous stock market performance. Quantitative Finance, 1–14. https://doi.org/10.1080/14697688.2023.2281529 bibtex: '@article{Fritz_Gries_Wiechers_2024, title={An early indicator for anomalous stock market performance}, DOI={10.1080/14697688.2023.2281529}, journal={Quantitative Finance}, publisher={Informa UK Limited}, author={Fritz, Marlon and Gries, Thomas and Wiechers, Lukas}, year={2024}, pages={1–14} }' chicago: Fritz, Marlon, Thomas Gries, and Lukas Wiechers. “An Early Indicator for Anomalous Stock Market Performance.” Quantitative Finance, 2024, 1–14. https://doi.org/10.1080/14697688.2023.2281529. ieee: 'M. Fritz, T. Gries, and L. Wiechers, “An early indicator for anomalous stock market performance,” Quantitative Finance, pp. 1–14, 2024, doi: 10.1080/14697688.2023.2281529.' mla: Fritz, Marlon, et al. “An Early Indicator for Anomalous Stock Market Performance.” Quantitative Finance, Informa UK Limited, 2024, pp. 1–14, doi:10.1080/14697688.2023.2281529. short: M. Fritz, T. Gries, L. Wiechers, Quantitative Finance (2024) 1–14. date_created: 2024-01-22T08:49:02Z date_updated: 2024-01-22T08:54:05Z department: - _id: '19' - _id: '200' - _id: '202' - _id: '475' doi: 10.1080/14697688.2023.2281529 keyword: - General Economics - Econometrics and Finance - Finance language: - iso: eng page: 1-14 publication: Quantitative Finance publication_identifier: issn: - 1469-7688 - 1469-7696 publication_status: published publisher: Informa UK Limited status: public title: An early indicator for anomalous stock market performance type: journal_article user_id: '186' year: '2024' ... --- _id: '50287' author: - first_name: Stephan full_name: Kruse, Stephan id: '38254' last_name: Kruse - first_name: Tobias full_name: Schwabe, Tobias id: '39217' last_name: Schwabe - first_name: Pascal full_name: Kneuper, Pascal id: '47367' last_name: Kneuper - first_name: Heiko G. full_name: Kurz, Heiko G. last_name: Kurz - first_name: March-Michael full_name: Meinecke, March-Michael last_name: Meinecke - first_name: Christoph full_name: Scheytt, Christoph id: '37144' last_name: Scheytt orcid: '0000-0002-5950-6618 ' citation: ama: 'Kruse S, Schwabe T, Kneuper P, Kurz HG, Meinecke M-M, Scheytt C. Analysis and Simulation of a Photonic Multiband FMCW Radar Sensor System using Nyquist Pulses. In: German Microwave Conference (GeMiC) . ; 2024.' apa: Kruse, S., Schwabe, T., Kneuper, P., Kurz, H. G., Meinecke, M.-M., & Scheytt, C. (2024). Analysis and Simulation of a Photonic Multiband FMCW Radar Sensor System using Nyquist Pulses. German Microwave Conference (GeMiC) . bibtex: '@inproceedings{Kruse_Schwabe_Kneuper_Kurz_Meinecke_Scheytt_2024, place={Duisburg}, title={Analysis and Simulation of a Photonic Multiband FMCW Radar Sensor System using Nyquist Pulses}, booktitle={German Microwave Conference (GeMiC) }, author={Kruse, Stephan and Schwabe, Tobias and Kneuper, Pascal and Kurz, Heiko G. and Meinecke, March-Michael and Scheytt, Christoph}, year={2024} }' chicago: Kruse, Stephan, Tobias Schwabe, Pascal Kneuper, Heiko G. Kurz, March-Michael Meinecke, and Christoph Scheytt. “Analysis and Simulation of a Photonic Multiband FMCW Radar Sensor System Using Nyquist Pulses.” In German Microwave Conference (GeMiC) . Duisburg, 2024. ieee: S. Kruse, T. Schwabe, P. Kneuper, H. G. Kurz, M.-M. Meinecke, and C. Scheytt, “Analysis and Simulation of a Photonic Multiband FMCW Radar Sensor System using Nyquist Pulses,” 2024. mla: Kruse, Stephan, et al. “Analysis and Simulation of a Photonic Multiband FMCW Radar Sensor System Using Nyquist Pulses.” German Microwave Conference (GeMiC) , 2024. short: 'S. Kruse, T. Schwabe, P. Kneuper, H.G. Kurz, M.-M. Meinecke, C. Scheytt, in: German Microwave Conference (GeMiC) , Duisburg, 2024.' conference: end_date: 2024.03.13 start_date: 2024.03.11 date_created: 2024-01-09T08:12:04Z date_updated: 2024-01-09T08:12:17Z department: - _id: '58' language: - iso: eng place: Duisburg publication: 'German Microwave Conference (GeMiC) ' related_material: link: - relation: confirmation url: https://gemic2024.org/ status: public title: Analysis and Simulation of a Photonic Multiband FMCW Radar Sensor System using Nyquist Pulses type: conference user_id: '15931' year: '2024' ... --- _id: '52738' abstract: - lang: eng text: Through tailoring the geometry and design of biomaterials, additive manufacturing is revolutionizing the production of metallic patient-specific implants, e.g., the Ti-6Al-7Nb alloy. Unfortunately, studies investigating this alloy showed that additively produced samples exhibit anisotropic microstructures. This anisotropy compromises the mechanical properties and complicates the loading state in the implant. Moreover, the minimum requirements as specified per designated standards such as ISO 5832-11 are not met. The remedy to this problem is performing a conventional heat treatment. As this route requires energy, infrastructure, labor, and expertise, which in turn mean time and money, many of the additive manufacturing benefits are negated. Thus, the goal of this work was to achieve better isotropy by applying only adapted additive manufacturing process parameters, specifically focusing on the build orientations. In this work, samples orientated in 90°, 45°, and 0° directions relative to the building platform were manufactured and tested. These tests included mechanical (tensile and fatigue tests) as well as microstructural analyses (SEM and EBSD). Subsequently, the results of these tests such as fractography were correlated with the acquired mechanical properties. These showed that 90°-aligned samples performed best under fatigue load and that all requirements specified by the standard regarding monotonic load were met. article_number: '117' author: - first_name: Dennis full_name: Milaege, Dennis id: '35461' last_name: Milaege - first_name: Niklas full_name: Eschemann, Niklas last_name: Eschemann - first_name: Kay-Peter full_name: Hoyer, Kay-Peter id: '48411' last_name: Hoyer - first_name: Mirko full_name: Schaper, Mirko id: '43720' last_name: Schaper citation: ama: Milaege D, Eschemann N, Hoyer K-P, Schaper M. Anisotropic Mechanical and Microstructural Properties of a Ti-6Al-7Nb Alloy for Biomedical Applications Manufactured via Laser Powder Bed Fusion. Crystals. 2024;14(2). doi:10.3390/cryst14020117 apa: Milaege, D., Eschemann, N., Hoyer, K.-P., & Schaper, M. (2024). Anisotropic Mechanical and Microstructural Properties of a Ti-6Al-7Nb Alloy for Biomedical Applications Manufactured via Laser Powder Bed Fusion. Crystals, 14(2), Article 117. https://doi.org/10.3390/cryst14020117 bibtex: '@article{Milaege_Eschemann_Hoyer_Schaper_2024, title={Anisotropic Mechanical and Microstructural Properties of a Ti-6Al-7Nb Alloy for Biomedical Applications Manufactured via Laser Powder Bed Fusion}, volume={14}, DOI={10.3390/cryst14020117}, number={2117}, journal={Crystals}, publisher={MDPI AG}, author={Milaege, Dennis and Eschemann, Niklas and Hoyer, Kay-Peter and Schaper, Mirko}, year={2024} }' chicago: Milaege, Dennis, Niklas Eschemann, Kay-Peter Hoyer, and Mirko Schaper. “Anisotropic Mechanical and Microstructural Properties of a Ti-6Al-7Nb Alloy for Biomedical Applications Manufactured via Laser Powder Bed Fusion.” Crystals 14, no. 2 (2024). https://doi.org/10.3390/cryst14020117. ieee: 'D. Milaege, N. Eschemann, K.-P. Hoyer, and M. Schaper, “Anisotropic Mechanical and Microstructural Properties of a Ti-6Al-7Nb Alloy for Biomedical Applications Manufactured via Laser Powder Bed Fusion,” Crystals, vol. 14, no. 2, Art. no. 117, 2024, doi: 10.3390/cryst14020117.' mla: Milaege, Dennis, et al. “Anisotropic Mechanical and Microstructural Properties of a Ti-6Al-7Nb Alloy for Biomedical Applications Manufactured via Laser Powder Bed Fusion.” Crystals, vol. 14, no. 2, 117, MDPI AG, 2024, doi:10.3390/cryst14020117. short: D. Milaege, N. Eschemann, K.-P. Hoyer, M. Schaper, Crystals 14 (2024). date_created: 2024-03-22T13:46:37Z date_updated: 2024-03-22T14:22:36Z department: - _id: '158' - _id: '321' doi: 10.3390/cryst14020117 intvolume: ' 14' issue: '2' keyword: - Inorganic Chemistry - Condensed Matter Physics - General Materials Science - General Chemical Engineering language: - iso: eng publication: Crystals publication_identifier: issn: - 2073-4352 publication_status: published publisher: MDPI AG quality_controlled: '1' status: public title: Anisotropic Mechanical and Microstructural Properties of a Ti-6Al-7Nb Alloy for Biomedical Applications Manufactured via Laser Powder Bed Fusion type: journal_article user_id: '35461' volume: 14 year: '2024' ... --- _id: '52841' abstract: - lang: eng text: What is preventing us from building a NLP system that could help real people in real situations, for instance when they need legal advice but don{’}t understand law? This question is trickier than one might think, because legal systems vary from country to country, so do the law books, availability of data, and incomprehensibility of legalese. In this paper we focus Germany (which employs the civil-law system where, roughly speaking, interpretation of law codes dominates over precedence) and lay a foundational work to address the laymen{’}s legal question answering empirically. We create GerLayQA, a new dataset comprising of 21k laymen{’}s legal questions paired with answers from lawyers and grounded to concrete law book paragraphs. We experiment with a variety of retrieval and answer generation models and provide an in-depth analysis of limitations, which helps us to provide first empirical answers to the question above. author: - first_name: Marius full_name: Büttner, Marius last_name: Büttner - first_name: Ivan full_name: Habernal, Ivan id: '101881' last_name: Habernal citation: ama: 'Büttner M, Habernal I. Answering legal questions from laymen in German civil law system. In: Graham Y, Purver M, eds. Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics; 2024:2015–2027.' apa: 'Büttner, M., & Habernal, I. (2024). Answering legal questions from laymen in German civil law system. In Y. Graham & M. Purver (Eds.), Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) (pp. 2015–2027). Association for Computational Linguistics.' bibtex: '@inproceedings{Büttner_Habernal_2024, place={St. Julian{’}s, Malta}, title={Answering legal questions from laymen in German civil law system}, booktitle={Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)}, publisher={Association for Computational Linguistics}, author={Büttner, Marius and Habernal, Ivan}, editor={Graham, Yvette and Purver, Matthew}, year={2024}, pages={2015–2027} }' chicago: 'Büttner, Marius, and Ivan Habernal. “Answering Legal Questions from Laymen in German Civil Law System.” In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), edited by Yvette Graham and Matthew Purver, 2015–2027. St. Julian{’}s, Malta: Association for Computational Linguistics, 2024.' ieee: 'M. Büttner and I. Habernal, “Answering legal questions from laymen in German civil law system,” in Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), 2024, pp. 2015–2027.' mla: 'Büttner, Marius, and Ivan Habernal. “Answering Legal Questions from Laymen in German Civil Law System.” Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), edited by Yvette Graham and Matthew Purver, Association for Computational Linguistics, 2024, pp. 2015–2027.' short: 'M. Büttner, I. Habernal, in: Y. Graham, M. Purver (Eds.), Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), Association for Computational Linguistics, St. Julian{’}s, Malta, 2024, pp. 2015–2027.' date_created: 2024-03-25T11:27:27Z date_updated: 2024-03-25T11:28:00Z editor: - first_name: Yvette full_name: Graham, Yvette last_name: Graham - first_name: Matthew full_name: Purver, Matthew last_name: Purver language: - iso: eng page: 2015–2027 place: St. Julian{’}s, Malta publication: 'Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)' publisher: Association for Computational Linguistics status: public title: Answering legal questions from laymen in German civil law system type: conference user_id: '15504' year: '2024' ... --- _id: '50985' author: - first_name: Norbert Otto full_name: Eke, Norbert Otto id: '104' last_name: Eke citation: ama: Eke NO. Artaud ± Brecht Peter Weiss’ Theater-Revolution (Marat/Sade). Studia theodisca 31 . Published online 2024:1-19. apa: Eke, N. O. (2024). Artaud ± Brecht Peter Weiss’ Theater-Revolution (Marat/Sade). Studia theodisca 31 , 1–19. bibtex: '@article{Eke_2024, title={Artaud ± Brecht Peter Weiss’ Theater-Revolution (Marat/Sade)}, journal={Studia theodisca 31 }, author={Eke, Norbert Otto}, year={2024}, pages={1–19} }' chicago: Eke, Norbert Otto. “Artaud ± Brecht Peter Weiss’ Theater-Revolution (Marat/Sade).” Studia theodisca 31 , 2024, 1–19. ieee: N. O. Eke, “Artaud ± Brecht Peter Weiss’ Theater-Revolution (Marat/Sade),” Studia theodisca 31 , pp. 1–19, 2024. mla: Eke, Norbert Otto. “Artaud ± Brecht Peter Weiss’ Theater-Revolution (Marat/Sade).” Studia theodisca 31 , 2024, pp. 1–19. short: N.O. Eke, Studia theodisca 31 (2024) 1–19. date_created: 2024-01-29T14:25:19Z date_updated: 2024-02-05T12:38:32Z language: - iso: ger page: 1-19 publication: 'Studia theodisca 31 ' publication_status: published status: public title: Artaud ± Brecht Peter Weiss’ Theater-Revolution (Marat/Sade) type: journal_article user_id: '104' year: '2024' ... --- _id: '50740' author: - first_name: Katharina S. full_name: Weber, Katharina S. last_name: Weber - first_name: Sabrina full_name: Schlesinger, Sabrina last_name: Schlesinger - first_name: Alexander full_name: Lang, Alexander last_name: Lang - first_name: Klaus full_name: Straßburger, Klaus last_name: Straßburger - first_name: Haifa full_name: Maalmi, Haifa last_name: Maalmi - first_name: Anna full_name: Zhu, Anna last_name: Zhu - first_name: Oana-Patricia full_name: Zaharia, Oana-Patricia last_name: Zaharia - first_name: Alexander full_name: Strom, Alexander last_name: Strom - first_name: Gidon J. full_name: Bönhof, Gidon J. last_name: Bönhof - first_name: Janina full_name: Goletzke, Janina last_name: Goletzke - first_name: Sandra full_name: Trenkamp, Sandra last_name: Trenkamp - first_name: Robert full_name: Wagner, Robert last_name: Wagner - first_name: Anette full_name: Buyken, Anette id: '65985' last_name: Buyken - first_name: Wolfgang full_name: Lieb, Wolfgang last_name: Lieb - first_name: Michael full_name: Roden, Michael last_name: Roden - first_name: Christian full_name: Herder, Christian last_name: Herder - first_name: M. full_name: Roden, M. last_name: Roden - first_name: H. full_name: Al-Hasani, H. last_name: Al-Hasani - first_name: B. full_name: Belgardt, B. last_name: Belgardt - first_name: E. full_name: Lammert, E. last_name: Lammert - first_name: G. full_name: Bönhof, G. last_name: Bönhof - first_name: G. full_name: Geerling, G. last_name: Geerling - first_name: C. full_name: Herder, C. last_name: Herder - first_name: A. full_name: Icks, A. last_name: Icks - first_name: K. full_name: Jandeleit-Dahm, K. last_name: Jandeleit-Dahm - first_name: J. full_name: Kotzka, J. last_name: Kotzka - first_name: O. full_name: Kuß, O. last_name: Kuß - first_name: W. full_name: Rathmann, W. last_name: Rathmann - first_name: S. full_name: Schlesinger, S. last_name: Schlesinger - first_name: V. full_name: Schrauwen-Hinderling, V. last_name: Schrauwen-Hinderling - first_name: J. full_name: Szendroedi, J. last_name: Szendroedi - first_name: S. full_name: Trenkamp, S. last_name: Trenkamp - first_name: R. full_name: Wagner, R. last_name: Wagner citation: ama: Weber KS, Schlesinger S, Lang A, et al. Association of dietary patterns with diabetes-related comorbidities varies among diabetes endotypes. Nutrition, Metabolism and Cardiovascular Diseases. Published online 2024. doi:10.1016/j.numecd.2023.12.026 apa: Weber, K. S., Schlesinger, S., Lang, A., Straßburger, K., Maalmi, H., Zhu, A., Zaharia, O.-P., Strom, A., Bönhof, G. J., Goletzke, J., Trenkamp, S., Wagner, R., Buyken, A., Lieb, W., Roden, M., Herder, C., Roden, M., Al-Hasani, H., Belgardt, B., … Wagner, R. (2024). Association of dietary patterns with diabetes-related comorbidities varies among diabetes endotypes. Nutrition, Metabolism and Cardiovascular Diseases. https://doi.org/10.1016/j.numecd.2023.12.026 bibtex: '@article{Weber_Schlesinger_Lang_Straßburger_Maalmi_Zhu_Zaharia_Strom_Bönhof_Goletzke_et al._2024, title={Association of dietary patterns with diabetes-related comorbidities varies among diabetes endotypes}, DOI={10.1016/j.numecd.2023.12.026}, journal={Nutrition, Metabolism and Cardiovascular Diseases}, publisher={Elsevier BV}, author={Weber, Katharina S. and Schlesinger, Sabrina and Lang, Alexander and Straßburger, Klaus and Maalmi, Haifa and Zhu, Anna and Zaharia, Oana-Patricia and Strom, Alexander and Bönhof, Gidon J. and Goletzke, Janina and et al.}, year={2024} }' chicago: Weber, Katharina S., Sabrina Schlesinger, Alexander Lang, Klaus Straßburger, Haifa Maalmi, Anna Zhu, Oana-Patricia Zaharia, et al. “Association of Dietary Patterns with Diabetes-Related Comorbidities Varies among Diabetes Endotypes.” Nutrition, Metabolism and Cardiovascular Diseases, 2024. https://doi.org/10.1016/j.numecd.2023.12.026. ieee: 'K. S. Weber et al., “Association of dietary patterns with diabetes-related comorbidities varies among diabetes endotypes,” Nutrition, Metabolism and Cardiovascular Diseases, 2024, doi: 10.1016/j.numecd.2023.12.026.' mla: Weber, Katharina S., et al. “Association of Dietary Patterns with Diabetes-Related Comorbidities Varies among Diabetes Endotypes.” Nutrition, Metabolism and Cardiovascular Diseases, Elsevier BV, 2024, doi:10.1016/j.numecd.2023.12.026. short: K.S. Weber, S. Schlesinger, A. Lang, K. Straßburger, H. Maalmi, A. Zhu, O.-P. Zaharia, A. Strom, G.J. Bönhof, J. Goletzke, S. Trenkamp, R. Wagner, A. Buyken, W. Lieb, M. Roden, C. Herder, M. Roden, H. Al-Hasani, B. Belgardt, E. Lammert, G. Bönhof, G. Geerling, C. Herder, A. Icks, K. Jandeleit-Dahm, J. Kotzka, O. Kuß, W. Rathmann, S. Schlesinger, V. Schrauwen-Hinderling, J. Szendroedi, S. Trenkamp, R. Wagner, Nutrition, Metabolism and Cardiovascular Diseases (2024). date_created: 2024-01-23T07:16:23Z date_updated: 2024-01-23T07:20:46Z department: - _id: '22' doi: 10.1016/j.numecd.2023.12.026 keyword: - Cardiology and Cardiovascular Medicine - Nutrition and Dietetics - Endocrinology - Diabetes and Metabolism - Medicine (miscellaneous) language: - iso: eng publication: Nutrition, Metabolism and Cardiovascular Diseases publication_identifier: issn: - 0939-4753 publication_status: published publisher: Elsevier BV status: public title: Association of dietary patterns with diabetes-related comorbidities varies among diabetes endotypes type: journal_article user_id: '92491' year: '2024' ... --- _id: '51301' author: - first_name: Rebecca full_name: Schmidt, Rebecca id: '94416' last_name: Schmidt orcid: https://orcid.org/0000-0002-2516-359X citation: ama: Schmidt R. Automatische Transkriptionssoftware – ein Erfahrungsbericht. . SozMethode. 2024. apa: Schmidt, R. (2024). Automatische Transkriptionssoftware – ein Erfahrungsbericht. . SozMethode. bibtex: '@article{Schmidt_2024, title={Automatische Transkriptionssoftware – ein Erfahrungsbericht. }, journal={SozMethode}, author={Schmidt, Rebecca}, year={2024} }' chicago: Schmidt, Rebecca. “Automatische Transkriptionssoftware – Ein Erfahrungsbericht. .” SozMethode, 2024. ieee: R. Schmidt, “Automatische Transkriptionssoftware – ein Erfahrungsbericht. ,” SozMethode, 2024. mla: Schmidt, Rebecca. “Automatische Transkriptionssoftware – Ein Erfahrungsbericht. .” SozMethode, 2024. short: R. Schmidt, SozMethode (2024). date_created: 2024-02-12T10:31:50Z date_updated: 2024-02-12T10:32:06Z department: - _id: '121' language: - iso: eng main_file_link: - open_access: '1' url: https://sozmethode.hypotheses.org/2315 oa: '1' publication: SozMethode publication_date: 2024-02-12 publication_identifier: unknown: - 2748-7784 status: public title: 'Automatische Transkriptionssoftware – ein Erfahrungsbericht. ' type: newspaper_article user_id: '94416' year: '2024' ... --- _id: '49772' author: - first_name: Yves full_name: Huybrechts, Yves id: '78579' last_name: Huybrechts orcid: 0009-0009-2166-9794 - first_name: Resul full_name: Karaca, Resul last_name: Karaca citation: ama: Huybrechts Y, Karaca R. BelgienNet – une plateforme pour l’accès aux langues et cultures de la Belgique. Synergies Pays germanophones. 2024;16:119-131. apa: Huybrechts, Y., & Karaca, R. (2024). BelgienNet – une plateforme pour l’accès aux langues et cultures de la Belgique. Synergies Pays germanophones, 16, 119–131. bibtex: '@article{Huybrechts_Karaca_2024, title={BelgienNet – une plateforme pour l’accès aux langues et cultures de la Belgique}, volume={16}, journal={Synergies Pays germanophones}, publisher={GERFLINT}, author={Huybrechts, Yves and Karaca, Resul}, year={2024}, pages={119–131} }' chicago: 'Huybrechts, Yves, and Resul Karaca. “BelgienNet – une plateforme pour l’accès aux langues et cultures de la Belgique.” Synergies Pays germanophones 16 (2024): 119–31.' ieee: Y. Huybrechts and R. Karaca, “BelgienNet – une plateforme pour l’accès aux langues et cultures de la Belgique,” Synergies Pays germanophones, vol. 16, pp. 119–131, 2024. mla: Huybrechts, Yves, and Resul Karaca. “BelgienNet – une plateforme pour l’accès aux langues et cultures de la Belgique.” Synergies Pays germanophones, vol. 16, GERFLINT, 2024, pp. 119–31. short: Y. Huybrechts, R. Karaca, Synergies Pays germanophones 16 (2024) 119–131. date_created: 2023-12-18T10:07:39Z date_updated: 2024-01-26T19:38:47Z department: - _id: '448' intvolume: ' 16' language: - iso: fre main_file_link: - open_access: '1' url: https://gerflint.fr/images/revues/Paysgermanophones/SPG_16/karaca_huybrecht.pdf oa: '1' page: 119-131 publication: Synergies Pays germanophones publication_identifier: issn: - 1866-5268 publication_status: published publisher: GERFLINT status: public title: BelgienNet – une plateforme pour l’accès aux langues et cultures de la Belgique type: journal_article user_id: '78579' volume: 16 year: '2024' ... --- _id: '53072' abstract: - lang: eng text: "Negated statements require more processing efforts than assertions. However, in certain contexts, repeating negations undergo adaptation, which over time mitigates the effort.\r\nHere, we ask negations hamper visual processing and whether consecutive repetitions mitigate its influence. \r\nWe assessed the overall attentional capacity and its distribution, the relative weight, quantitatively using \r\nthe formal Theory of Visual Attention (TVA).\r\nHere, we employed a very simple form for negations, binary negations. Negated instructions, expressing the only alternative to the core supposition, were cognitively demanding, resulting in a loss of attentional capacity in three experiments. The overall attentional capacity recovered gradually but stagnated at a lower level than with assertions, even after many repetitions. Additionally, negations distributed the attention equally between target and reference stimulus. Repetitions slightly increased the reference' share of attention. Assertions, on the other hand, shifted the attentional weight towards the target. Few repetitions slightly decreased the bias towards the target, many repetitions increased the bias." article_type: original author: - first_name: Ngoc Chi full_name: Banh, Ngoc Chi id: '38219' last_name: Banh orcid: 0000-0002-5946-4542 - first_name: Jan full_name: Tünnermann, Jan last_name: Tünnermann - first_name: Katharina J. full_name: Rohlfing, Katharina J. id: '50352' last_name: Rohlfing - first_name: Ingrid full_name: Scharlau, Ingrid id: '451' last_name: Scharlau orcid: 0000-0003-2364-9489 citation: ama: Banh NC, Tünnermann J, Rohlfing KJ, Scharlau I. Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution. Attention, Perception, & Psychophysics. apa: Banh, N. C., Tünnermann, J., Rohlfing, K. J., & Scharlau, I. (n.d.). Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution. Attention, Perception, & Psychophysics. bibtex: '@article{Banh_Tünnermann_Rohlfing_Scharlau, title={Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution}, journal={Attention, Perception, & Psychophysics}, author={Banh, Ngoc Chi and Tünnermann, Jan and Rohlfing, Katharina J. and Scharlau, Ingrid} }' chicago: Banh, Ngoc Chi, Jan Tünnermann, Katharina J. Rohlfing, and Ingrid Scharlau. “Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution.” Attention, Perception, & Psychophysics, n.d. ieee: N. C. Banh, J. Tünnermann, K. J. Rohlfing, and I. Scharlau, “Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution,” Attention, Perception, & Psychophysics. mla: Banh, Ngoc Chi, et al. “Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution.” Attention, Perception, & Psychophysics. short: N.C. Banh, J. Tünnermann, K.J. Rohlfing, I. Scharlau, Attention, Perception, & Psychophysics (n.d.). date_created: 2024-03-27T12:16:33Z date_updated: 2024-03-27T12:18:41Z department: - _id: '424' - _id: '660' language: - iso: eng project: - _id: '115' grant_number: '438445824' name: 'TRR 318 - A05: TRR 318 - Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog (Teilprojekt A05)' - _id: '52' name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing' publication: Attention, Perception, & Psychophysics publication_status: submitted status: public title: Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution type: journal_article user_id: '38219' year: '2024' ... --- _id: '53073' abstract: - lang: eng text: While shallow decision trees may be interpretable, larger ensemble models like gradient-boosted trees, which often set the state of the art in machine learning problems involving tabular data, still remain black box models. As a remedy, the Shapley value (SV) is a well-known concept in explainable artificial intelligence (XAI) research for quantifying additive feature attributions of predictions. The model-specific TreeSHAP methodology solves the exponential complexity for retrieving exact SVs from tree-based models. Expanding beyond individual feature attribution, Shapley interactions reveal the impact of intricate feature interactions of any order. In this work, we present TreeSHAP-IQ, an efficient method to compute any-order additive Shapley interactions for predictions of tree-based models. TreeSHAP-IQ is supported by a mathematical framework that exploits polynomial arithmetic to compute the interaction scores in a single recursive traversal of the tree, akin to Linear TreeSHAP. We apply TreeSHAP-IQ on state-of-the-art tree ensembles and explore interactions on well-established benchmark datasets. article_type: original author: - first_name: Maximilian full_name: Muschalik, Maximilian last_name: Muschalik - first_name: Fabian full_name: Fumagalli, Fabian id: '93420' last_name: Fumagalli - first_name: Barbara full_name: Hammer, Barbara last_name: Hammer - first_name: Eyke full_name: Huellermeier, Eyke id: '48129' last_name: Huellermeier citation: ama: 'Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence. 2024;38(13):14388-14396. doi:10.1609/aaai.v38i13.29352' apa: 'Muschalik, M., Fumagalli, F., Hammer, B., & Huellermeier, E. (2024). Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence, 38(13), 14388–14396. https://doi.org/10.1609/aaai.v38i13.29352' bibtex: '@article{Muschalik_Fumagalli_Hammer_Huellermeier_2024, title={Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles}, volume={38}, DOI={10.1609/aaai.v38i13.29352}, number={13}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={14388–14396} }' chicago: 'Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 13 (2024): 14388–96. https://doi.org/10.1609/aaai.v38i13.29352.' ieee: 'M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles,” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, pp. 14388–14396, 2024, doi: 10.1609/aaai.v38i13.29352.' mla: 'Muschalik, Maximilian, et al. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, Association for the Advancement of Artificial Intelligence (AAAI), 2024, pp. 14388–96, doi:10.1609/aaai.v38i13.29352.' short: M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396. date_created: 2024-03-27T14:50:04Z date_updated: 2024-03-27T15:06:39Z department: - _id: '660' doi: 10.1609/aaai.v38i13.29352 intvolume: ' 38' issue: '13' keyword: - Explainable Artificial Intelligence language: - iso: eng page: 14388-14396 project: - _id: '126' name: 'TRR 318 - C3: TRR 318 - Subproject C3' - _id: '109' grant_number: '438445824' name: 'TRR 318: TRR 318 - Erklärbarkeit konstruieren' - _id: '117' name: 'TRR 318 - C: TRR 318 - Project Area C' publication: Proceedings of the AAAI Conference on Artificial Intelligence publication_identifier: issn: - 2374-3468 - 2159-5399 publication_status: published publisher: Association for the Advancement of Artificial Intelligence (AAAI) status: public title: 'Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles' type: journal_article user_id: '93420' volume: 38 year: '2024' ...