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Brock <i>et al.</i>, “A process mining maturity model: Enabling organizations to  assess and improve their process mining activities,” in <i>ECIS 2023 Proceedings at AIS Electronic Library (AISeL).</i>, KRISTIANSAND, NORWAY, 2023, p. 256.","chicago":"Brock, Jonathan, Bernd Löhr, Katharina Brennig, Thilo Seger, Christian Bartelheimer, Sebastian  von Enzberg, Arno Kühn, and Roman Dumitrescu. “A Process Mining Maturity Model: Enabling Organizations to  Assess and Improve Their Process Mining Activities.” In <i>ECIS 2023 Proceedings at AIS Electronic Library (AISeL).</i>, 256, 2023.","short":"J. Brock, B. Löhr, K. Brennig, T. Seger, C. Bartelheimer, S.  von Enzberg, A. Kühn, R. 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Krauter, “Evaluation of the Influence of Different Energy Usage Behavior, Component Dimensionings and PV Orientations on the Suitability and Lifetime of a Hybrid, Hydrogen-Based PV Energy System for a Private Household,” presented at the 40th European Photovoltaik Solar Energy Conference and Exhibition, Lisbon, Portugal, 2023."},"publication":"Proceedings of the 40th European Photovoltaik Solar Energy Conference and Exhibition","department":[{"_id":"53"}],"type":"conference","date_created":"2023-09-18T08:01:12Z","date_updated":"2023-10-10T11:24:20Z","conference":{"name":"40th European Photovoltaik Solar Energy Conference and Exhibition","start_date":"2023-0-18","location":"Lisbon, Portugal","end_date":"2023-09-22"},"author":[{"full_name":"Möller, Marius Claus","last_name":"Möller","first_name":"Marius Claus","id":"72391"},{"id":"28836","orcid":"0000-0002-3594-260X","last_name":"Krauter","first_name":"Stefan","full_name":"Krauter, Stefan"}],"status":"public","year":"2023","title":"Evaluation of the Influence of Different Energy Usage Behavior, Component Dimensionings and PV Orientations on the Suitability and Lifetime of a Hybrid, Hydrogen-Based PV Energy System for a Private Household","user_id":"16148","language":[{"iso":"eng"}],"_id":"47118"},{"citation":{"mla":"Krauter, Stefan, and Jörg Bendfeld. “PV Microinverters: Latest Efficiency Rankings, Energy Yield Assessments, Firmware Issues.” <i>Proceedings of the 40th European Photovoltaik Solar Energy Conference and Exhibition</i>, 2023.","ama":"Krauter S, Bendfeld J. 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Model Predictive Direct Self-Control for Six-Step Operation of Permanent-Magnet Synchronous Machines. <i>IEEE Transactions on Power Electronics</i>. 2023;38(10):12416-12429. doi:<a href=\"https://doi.org/10.1109/tpel.2023.3286713\">10.1109/tpel.2023.3286713</a>","bibtex":"@article{Pena_Meyer_Wallscheid_Böcker_2023, title={Model Predictive Direct Self-Control for Six-Step Operation of Permanent-Magnet Synchronous Machines}, volume={38}, DOI={<a href=\"https://doi.org/10.1109/tpel.2023.3286713\">10.1109/tpel.2023.3286713</a>}, number={10}, journal={IEEE Transactions on Power Electronics}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Pena, Mario and Meyer, Michael and Wallscheid, Oliver and Böcker, Joachim}, year={2023}, pages={12416–12429} }","mla":"Pena, Mario, et al. “Model Predictive Direct Self-Control for Six-Step Operation of Permanent-Magnet Synchronous Machines.” <i>IEEE Transactions on Power Electronics</i>, vol. 38, no. 10, Institute of Electrical and Electronics Engineers (IEEE), 2023, pp. 12416–29, doi:<a href=\"https://doi.org/10.1109/tpel.2023.3286713\">10.1109/tpel.2023.3286713</a>.","short":"M. Pena, M. Meyer, O. Wallscheid, J. Böcker, IEEE Transactions on Power Electronics 38 (2023) 12416–12429.","chicago":"Pena, Mario, Michael Meyer, Oliver Wallscheid, and Joachim Böcker. “Model Predictive Direct Self-Control for Six-Step Operation of Permanent-Magnet Synchronous Machines.” <i>IEEE Transactions on Power Electronics</i> 38, no. 10 (2023): 12416–29. <a href=\"https://doi.org/10.1109/tpel.2023.3286713\">https://doi.org/10.1109/tpel.2023.3286713</a>.","apa":"Pena, M., Meyer, M., Wallscheid, O., &#38; Böcker, J. (2023). Model Predictive Direct Self-Control for Six-Step Operation of Permanent-Magnet Synchronous Machines. <i>IEEE Transactions on Power Electronics</i>, <i>38</i>(10), 12416–12429. <a href=\"https://doi.org/10.1109/tpel.2023.3286713\">https://doi.org/10.1109/tpel.2023.3286713</a>","ieee":"M. Pena, M. Meyer, O. Wallscheid, and J. 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Consumer protection regulations, such as GDPR, generally handle privacy by restricting data availability, such as requiring to limit user data to 'what is necessary' for a given purpose. In this work, we reason that providing stricter formal privacy guarantees, while increasing the volume of user data in the model, in most cases increases benefit for all parties involved, especially for the user. We demonstrate our arguments on two existing suicide risk assessment datasets of Twitter and Reddit posts. We present the first analysis juxtaposing user history length and differential privacy budgets and elaborate how modeling additional user context enables utility preservation while maintaining acceptable user privacy guarantees.</jats:p>"}],"date_created":"2023-10-19T08:25:46Z","department":[{"_id":"34"},{"_id":"820"}],"type":"journal_article","publication_identifier":{"issn":["2334-0770","2162-3449"]},"author":[{"last_name":"Sawhney","first_name":"Ramit","full_name":"Sawhney, Ramit"},{"full_name":"Neerkaje, Atula","last_name":"Neerkaje","first_name":"Atula"},{"first_name":"Ivan","last_name":"Habernal","full_name":"Habernal, Ivan","id":"101881"},{"first_name":"Lucie","last_name":"Flek","full_name":"Flek, Lucie"}],"year":"2023","title":"How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications","intvolume":"        17","date_updated":"2023-10-19T12:06:29Z","publication_status":"published","language":[{"iso":"eng"}],"doi":"10.1609/icwsm.v17i1.22186","citation":{"mla":"Sawhney, Ramit, et al. “How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications.” <i>Proceedings of the International AAAI Conference on Web and Social Media</i>, vol. 17, Association for the Advancement of Artificial Intelligence (AAAI), 2023, pp. 766–76, doi:<a href=\"https://doi.org/10.1609/icwsm.v17i1.22186\">10.1609/icwsm.v17i1.22186</a>.","ama":"Sawhney R, Neerkaje A, Habernal I, Flek L. How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications. <i>Proceedings of the International AAAI Conference on Web and Social Media</i>. 2023;17:766-776. doi:<a href=\"https://doi.org/10.1609/icwsm.v17i1.22186\">10.1609/icwsm.v17i1.22186</a>","bibtex":"@article{Sawhney_Neerkaje_Habernal_Flek_2023, title={How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications}, volume={17}, DOI={<a href=\"https://doi.org/10.1609/icwsm.v17i1.22186\">10.1609/icwsm.v17i1.22186</a>}, journal={Proceedings of the International AAAI Conference on Web and Social Media}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Sawhney, Ramit and Neerkaje, Atula and Habernal, Ivan and Flek, Lucie}, year={2023}, pages={766–776} }","apa":"Sawhney, R., Neerkaje, A., Habernal, I., &#38; Flek, L. (2023). How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications. <i>Proceedings of the International AAAI Conference on Web and Social Media</i>, <i>17</i>, 766–776. <a href=\"https://doi.org/10.1609/icwsm.v17i1.22186\">https://doi.org/10.1609/icwsm.v17i1.22186</a>","ieee":"R. Sawhney, A. Neerkaje, I. Habernal, and L. Flek, “How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications,” <i>Proceedings of the International AAAI Conference on Web and Social Media</i>, vol. 17, pp. 766–776, 2023, doi: <a href=\"https://doi.org/10.1609/icwsm.v17i1.22186\">10.1609/icwsm.v17i1.22186</a>.","short":"R. Sawhney, A. Neerkaje, I. Habernal, L. Flek, Proceedings of the International AAAI Conference on Web and Social Media 17 (2023) 766–776.","chicago":"Sawhney, Ramit, Atula Neerkaje, Ivan Habernal, and Lucie Flek. “How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications.” <i>Proceedings of the International AAAI Conference on Web and Social Media</i> 17 (2023): 766–76. <a href=\"https://doi.org/10.1609/icwsm.v17i1.22186\">https://doi.org/10.1609/icwsm.v17i1.22186</a>."},"status":"public","_id":"48294","publisher":"Association for the Advancement of Artificial Intelligence (AAAI)","page":"766-776","volume":17,"user_id":"15504"},{"citation":{"bibtex":"@inproceedings{Senge_Igamberdiev_Habernal_2023, title={One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks}, DOI={<a href=\"https://doi.org/10.18653/v1/2022.emnlp-main.496\">10.18653/v1/2022.emnlp-main.496</a>}, booktitle={Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing}, publisher={Association for Computational Linguistics}, author={Senge, Manuel and Igamberdiev, Timour and Habernal, Ivan}, year={2023} }","short":"M. Senge, T. Igamberdiev, I. Habernal, in: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, 2023.","ama":"Senge M, Igamberdiev T, Habernal I. One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks. In: <i>Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing</i>. Association for Computational Linguistics; 2023. doi:<a href=\"https://doi.org/10.18653/v1/2022.emnlp-main.496\">10.18653/v1/2022.emnlp-main.496</a>","chicago":"Senge, Manuel, Timour Igamberdiev, and Ivan Habernal. “One Size Does Not Fit All: Investigating Strategies for Differentially-Private Learning across NLP Tasks.” In <i>Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing</i>. Association for Computational Linguistics, 2023. <a href=\"https://doi.org/10.18653/v1/2022.emnlp-main.496\">https://doi.org/10.18653/v1/2022.emnlp-main.496</a>.","ieee":"M. Senge, T. Igamberdiev, and I. Habernal, “One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks,” 2023, doi: <a href=\"https://doi.org/10.18653/v1/2022.emnlp-main.496\">10.18653/v1/2022.emnlp-main.496</a>.","mla":"Senge, Manuel, et al. “One Size Does Not Fit All: Investigating Strategies for Differentially-Private Learning across NLP Tasks.” <i>Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing</i>, Association for Computational Linguistics, 2023, doi:<a href=\"https://doi.org/10.18653/v1/2022.emnlp-main.496\">10.18653/v1/2022.emnlp-main.496</a>.","apa":"Senge, M., Igamberdiev, T., &#38; Habernal, I. (2023). One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks. <i>Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing</i>. <a href=\"https://doi.org/10.18653/v1/2022.emnlp-main.496\">https://doi.org/10.18653/v1/2022.emnlp-main.496</a>"},"publication":"Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing","department":[{"_id":"34"},{"_id":"820"}],"type":"conference","date_created":"2023-10-19T08:26:21Z","publication_status":"published","date_updated":"2023-10-19T12:05:55Z","author":[{"full_name":"Senge, Manuel","last_name":"Senge","first_name":"Manuel"},{"last_name":"Igamberdiev","first_name":"Timour","full_name":"Igamberdiev, Timour"},{"last_name":"Habernal","first_name":"Ivan","full_name":"Habernal, Ivan","id":"101881"}],"status":"public","year":"2023","title":"One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks","user_id":"15504","doi":"10.18653/v1/2022.emnlp-main.496","_id":"48297","language":[{"iso":"eng"}],"publisher":"Association for Computational Linguistics"},{"citation":{"chicago":"Igamberdiev, Timour, and Ivan Habernal. “DP-BART for Privatized Text Rewriting under Local Differential Privacy.” In <i>Findings of the Association for Computational Linguistics: ACL 2023</i>. Association for Computational Linguistics, 2023. <a href=\"https://doi.org/10.18653/v1/2023.findings-acl.874\">https://doi.org/10.18653/v1/2023.findings-acl.874</a>.","short":"T. Igamberdiev, I. Habernal, in: Findings of the Association for Computational Linguistics: ACL 2023, Association for Computational Linguistics, 2023.","ieee":"T. Igamberdiev and I. Habernal, “DP-BART for Privatized Text Rewriting under Local Differential Privacy,” 2023, doi: <a href=\"https://doi.org/10.18653/v1/2023.findings-acl.874\">10.18653/v1/2023.findings-acl.874</a>.","apa":"Igamberdiev, T., &#38; Habernal, I. (2023). DP-BART for Privatized Text Rewriting under Local Differential Privacy. <i>Findings of the Association for Computational Linguistics: ACL 2023</i>. <a href=\"https://doi.org/10.18653/v1/2023.findings-acl.874\">https://doi.org/10.18653/v1/2023.findings-acl.874</a>","bibtex":"@inproceedings{Igamberdiev_Habernal_2023, title={DP-BART for Privatized Text Rewriting under Local Differential Privacy}, DOI={<a href=\"https://doi.org/10.18653/v1/2023.findings-acl.874\">10.18653/v1/2023.findings-acl.874</a>}, booktitle={Findings of the Association for Computational Linguistics: ACL 2023}, publisher={Association for Computational Linguistics}, author={Igamberdiev, Timour and Habernal, Ivan}, year={2023} }","ama":"Igamberdiev T, Habernal I. DP-BART for Privatized Text Rewriting under Local Differential Privacy. In: <i>Findings of the Association for Computational Linguistics: ACL 2023</i>. Association for Computational Linguistics; 2023. doi:<a href=\"https://doi.org/10.18653/v1/2023.findings-acl.874\">10.18653/v1/2023.findings-acl.874</a>","mla":"Igamberdiev, Timour, and Ivan Habernal. “DP-BART for Privatized Text Rewriting under Local Differential Privacy.” <i>Findings of the Association for Computational Linguistics: ACL 2023</i>, Association for Computational Linguistics, 2023, doi:<a href=\"https://doi.org/10.18653/v1/2023.findings-acl.874\">10.18653/v1/2023.findings-acl.874</a>."},"publication":"Findings of the Association for Computational Linguistics: ACL 2023","date_created":"2023-10-19T08:25:19Z","department":[{"_id":"34"},{"_id":"820"}],"type":"conference","author":[{"full_name":"Igamberdiev, Timour","last_name":"Igamberdiev","first_name":"Timour"},{"id":"101881","full_name":"Habernal, Ivan","first_name":"Ivan","last_name":"Habernal"}],"title":"DP-BART for Privatized Text Rewriting under Local Differential Privacy","status":"public","year":"2023","publication_status":"published","date_updated":"2023-10-19T12:06:47Z","publisher":"Association for Computational Linguistics","_id":"48292","language":[{"iso":"eng"}],"user_id":"15504","doi":"10.18653/v1/2023.findings-acl.874"},{"publication":"Proceedings of the Natural Legal Language Processing Workshop 2022","citation":{"apa":"Bongard, L., Held, L., &#38; Habernal, I. (2023). The Legal Argument Reasoning Task in Civil Procedure. <i>Proceedings of the Natural Legal Language Processing Workshop 2022</i>. <a href=\"https://doi.org/10.18653/v1/2022.nllp-1.17\">https://doi.org/10.18653/v1/2022.nllp-1.17</a>","ieee":"L. Bongard, L. Held, and I. Habernal, “The Legal Argument Reasoning Task in Civil Procedure,” 2023, doi: <a href=\"https://doi.org/10.18653/v1/2022.nllp-1.17\">10.18653/v1/2022.nllp-1.17</a>.","chicago":"Bongard, Leonard, Lena Held, and Ivan Habernal. “The Legal Argument Reasoning Task in Civil Procedure.” In <i>Proceedings of the Natural Legal Language Processing Workshop 2022</i>. Association for Computational Linguistics, 2023. <a href=\"https://doi.org/10.18653/v1/2022.nllp-1.17\">https://doi.org/10.18653/v1/2022.nllp-1.17</a>.","short":"L. Bongard, L. Held, I. Habernal, in: Proceedings of the Natural Legal Language Processing Workshop 2022, Association for Computational Linguistics, 2023.","mla":"Bongard, Leonard, et al. “The Legal Argument Reasoning Task in Civil Procedure.” <i>Proceedings of the Natural Legal Language Processing Workshop 2022</i>, Association for Computational Linguistics, 2023, doi:<a href=\"https://doi.org/10.18653/v1/2022.nllp-1.17\">10.18653/v1/2022.nllp-1.17</a>.","ama":"Bongard L, Held L, Habernal I. The Legal Argument Reasoning Task in Civil Procedure. In: <i>Proceedings of the Natural Legal Language Processing Workshop 2022</i>. Association for Computational Linguistics; 2023. doi:<a href=\"https://doi.org/10.18653/v1/2022.nllp-1.17\">10.18653/v1/2022.nllp-1.17</a>","bibtex":"@inproceedings{Bongard_Held_Habernal_2023, title={The Legal Argument Reasoning Task in Civil Procedure}, DOI={<a href=\"https://doi.org/10.18653/v1/2022.nllp-1.17\">10.18653/v1/2022.nllp-1.17</a>}, booktitle={Proceedings of the Natural Legal Language Processing Workshop 2022}, publisher={Association for Computational Linguistics}, author={Bongard, Leonard and Held, Lena and Habernal, Ivan}, year={2023} }"},"type":"conference","department":[{"_id":"34"},{"_id":"820"}],"date_created":"2023-10-19T08:26:03Z","publication_status":"published","date_updated":"2023-10-19T12:06:12Z","year":"2023","status":"public","title":"The Legal Argument Reasoning Task in Civil Procedure","author":[{"full_name":"Bongard, Leonard","first_name":"Leonard","last_name":"Bongard"},{"full_name":"Held, Lena","first_name":"Lena","last_name":"Held"},{"id":"101881","full_name":"Habernal, Ivan","last_name":"Habernal","first_name":"Ivan"}],"user_id":"15504","doi":"10.18653/v1/2022.nllp-1.17","publisher":"Association for Computational Linguistics","_id":"48295","language":[{"iso":"eng"}]},{"publication_identifier":{"issn":["0924-8463","1572-8382"]},"author":[{"id":"101881","first_name":"Ivan","last_name":"Habernal","full_name":"Habernal, Ivan"},{"first_name":"Daniel","last_name":"Faber","full_name":"Faber, Daniel"},{"full_name":"Recchia, Nicola","first_name":"Nicola","last_name":"Recchia"},{"full_name":"Bretthauer, Sebastian","first_name":"Sebastian","last_name":"Bretthauer"},{"full_name":"Gurevych, Iryna","last_name":"Gurevych","first_name":"Iryna"},{"first_name":"Indra","last_name":"Spiecker genannt Döhmann","full_name":"Spiecker genannt Döhmann, Indra"},{"full_name":"Burchard, Christoph","last_name":"Burchard","first_name":"Christoph"}],"year":"2023","title":"Mining legal arguments in court decisions","status":"public","publication_status":"published","date_updated":"2023-10-19T12:10:02Z","_id":"48290","language":[{"iso":"eng"}],"publisher":"Springer Science and Business Media LLC","user_id":"15504","doi":"10.1007/s10506-023-09361-y","citation":{"ama":"Habernal I, Faber D, Recchia N, et al. Mining legal arguments in court decisions. <i>Artificial Intelligence and Law</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1007/s10506-023-09361-y\">10.1007/s10506-023-09361-y</a>","bibtex":"@article{Habernal_Faber_Recchia_Bretthauer_Gurevych_Spiecker genannt Döhmann_Burchard_2023, title={Mining legal arguments in court decisions}, DOI={<a href=\"https://doi.org/10.1007/s10506-023-09361-y\">10.1007/s10506-023-09361-y</a>}, journal={Artificial Intelligence and Law}, publisher={Springer Science and Business Media LLC}, author={Habernal, Ivan and Faber, Daniel and Recchia, Nicola and Bretthauer, Sebastian and Gurevych, Iryna and Spiecker genannt Döhmann, Indra and Burchard, Christoph}, year={2023} }","mla":"Habernal, Ivan, et al. “Mining Legal Arguments in Court Decisions.” <i>Artificial Intelligence and Law</i>, Springer Science and Business Media LLC, 2023, doi:<a href=\"https://doi.org/10.1007/s10506-023-09361-y\">10.1007/s10506-023-09361-y</a>.","chicago":"Habernal, Ivan, Daniel Faber, Nicola Recchia, Sebastian Bretthauer, Iryna Gurevych, Indra Spiecker genannt Döhmann, and Christoph Burchard. “Mining Legal Arguments in Court Decisions.” <i>Artificial Intelligence and Law</i>, 2023. <a href=\"https://doi.org/10.1007/s10506-023-09361-y\">https://doi.org/10.1007/s10506-023-09361-y</a>.","short":"I. Habernal, D. Faber, N. Recchia, S. Bretthauer, I. Gurevych, I. Spiecker genannt Döhmann, C. Burchard, Artificial Intelligence and Law (2023).","apa":"Habernal, I., Faber, D., Recchia, N., Bretthauer, S., Gurevych, I., Spiecker genannt Döhmann, I., &#38; Burchard, C. (2023). Mining legal arguments in court decisions. <i>Artificial Intelligence and Law</i>. <a href=\"https://doi.org/10.1007/s10506-023-09361-y\">https://doi.org/10.1007/s10506-023-09361-y</a>","ieee":"I. Habernal <i>et al.</i>, “Mining legal arguments in court decisions,” <i>Artificial Intelligence and Law</i>, 2023, doi: <a href=\"https://doi.org/10.1007/s10506-023-09361-y\">10.1007/s10506-023-09361-y</a>."},"publication":"Artificial Intelligence and Law","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>Identifying, classifying, and analyzing arguments in legal discourse has been a prominent area of research since the inception of the argument mining field. However, there has been a major discrepancy between the way natural language processing (NLP) researchers model and annotate arguments in court decisions and the way legal experts understand and analyze legal argumentation. While computational approaches typically simplify arguments into generic premises and claims, arguments in legal research usually exhibit a rich typology that is important for gaining insights into the particular case and applications of law in general. We address this problem and make several substantial contributions to move the field forward. First, we design a new annotation scheme for legal arguments in proceedings of the European Court of Human Rights (ECHR) that is deeply rooted in the theory and practice of legal argumentation research. Second, we compile and annotate a large corpus of 373 court decisions (2.3M tokens and 15k annotated argument spans). Finally, we train an argument mining model that outperforms state-of-the-art models in the legal NLP domain and provide a thorough expert-based evaluation. All datasets and source codes are available under open lincenses at <jats:ext-link xmlns:xlink=\"http://www.w3.org/1999/xlink\" ext-link-type=\"uri\" xlink:href=\"https://github.com/trusthlt/mining-legal-arguments\">https://github.com/trusthlt/mining-legal-arguments</jats:ext-link>.</jats:p>","lang":"eng"}],"date_created":"2023-10-19T08:23:39Z","department":[{"_id":"34"},{"_id":"820"}],"type":"journal_article","keyword":["Law","Artificial Intelligence"]},{"type":"conference","department":[{"_id":"54"}],"date_created":"2023-10-23T15:09:13Z","publication":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","citation":{"mla":"Aralikatti, Rohith, et al. “Reverberation as Supervision For Speech Separation.” <i>ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>, IEEE, 2023, doi:<a href=\"https://doi.org/10.1109/icassp49357.2023.10095022\">10.1109/icassp49357.2023.10095022</a>.","ama":"Aralikatti R, Boeddeker C, Wichern G, Subramanian A, Le Roux J. Reverberation as Supervision For Speech Separation. In: <i>ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>. IEEE; 2023. doi:<a href=\"https://doi.org/10.1109/icassp49357.2023.10095022\">10.1109/icassp49357.2023.10095022</a>","bibtex":"@inproceedings{Aralikatti_Boeddeker_Wichern_Subramanian_Le Roux_2023, title={Reverberation as Supervision For Speech Separation}, DOI={<a href=\"https://doi.org/10.1109/icassp49357.2023.10095022\">10.1109/icassp49357.2023.10095022</a>}, booktitle={ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, publisher={IEEE}, author={Aralikatti, Rohith and Boeddeker, Christoph and Wichern, Gordon and Subramanian, Aswin and Le Roux, Jonathan}, year={2023} }","apa":"Aralikatti, R., Boeddeker, C., Wichern, G., Subramanian, A., &#38; Le Roux, J. (2023). Reverberation as Supervision For Speech Separation. <i>ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>. <a href=\"https://doi.org/10.1109/icassp49357.2023.10095022\">https://doi.org/10.1109/icassp49357.2023.10095022</a>","ieee":"R. Aralikatti, C. Boeddeker, G. Wichern, A. Subramanian, and J. Le Roux, “Reverberation as Supervision For Speech Separation,” 2023, doi: <a href=\"https://doi.org/10.1109/icassp49357.2023.10095022\">10.1109/icassp49357.2023.10095022</a>.","short":"R. Aralikatti, C. Boeddeker, G. Wichern, A. Subramanian, J. Le Roux, in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2023.","chicago":"Aralikatti, Rohith, Christoph Boeddeker, Gordon Wichern, Aswin Subramanian, and Jonathan Le Roux. “Reverberation as Supervision For Speech Separation.” In <i>ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>. IEEE, 2023. <a href=\"https://doi.org/10.1109/icassp49357.2023.10095022\">https://doi.org/10.1109/icassp49357.2023.10095022</a>."},"doi":"10.1109/icassp49357.2023.10095022","user_id":"40767","publisher":"IEEE","_id":"48391","language":[{"iso":"eng"}],"date_updated":"2023-10-23T15:10:16Z","publication_status":"published","title":"Reverberation as Supervision For Speech Separation","year":"2023","status":"public","author":[{"full_name":"Aralikatti, Rohith","last_name":"Aralikatti","first_name":"Rohith"},{"first_name":"Christoph","last_name":"Boeddeker","full_name":"Boeddeker, Christoph","id":"40767"},{"first_name":"Gordon","last_name":"Wichern","full_name":"Wichern, Gordon"},{"last_name":"Subramanian","first_name":"Aswin","full_name":"Subramanian, Aswin"},{"full_name":"Le Roux, Jonathan","last_name":"Le Roux","first_name":"Jonathan"}]},{"department":[{"_id":"563"}],"type":"conference","date_created":"2023-10-24T11:36:38Z","citation":{"short":"L. Humpert, A. Tihlarik, M. Wäschle, H. 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Investigating the potential of artificial intelligence for the employee from the perspective of AI-experts. <i>IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>. IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)., Rabat, Marokko.","bibtex":"@inproceedings{Humpert_Tihlarik_Wäschle_Anacker_Dumitrescu_Albers_Röbenack_Pfeifer_2023, title={Investigating the potential of artificial intelligence for the employee from the perspective of AI-experts}, booktitle={IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)}, author={Humpert, Lynn and Tihlarik, Amelie and Wäschle, Moritz and Anacker, Harald and Dumitrescu, Roman and Albers, Albert and Röbenack, Silke and Pfeifer, Sabine}, year={2023} }","ama":"Humpert L, Tihlarik A, Wäschle M, et al. Investigating the potential of artificial intelligence for the employee from the perspective of AI-experts. 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Meier, (2023).","mla":"Peitz, Sebastian, et al. <i>Accelerating the Analysis of Optical Quantum Systems Using the Koopman Operator</i>. 2023.","bibtex":"@article{Peitz_Hunstig_Rose_Meier_2023, title={Accelerating the analysis of optical quantum systems using the Koopman operator}, author={Peitz, Sebastian and Hunstig, Anna and Rose, Hendrik and Meier, Torsten}, year={2023} }","ama":"Peitz S, Hunstig A, Rose H, Meier T. Accelerating the analysis of optical quantum systems using the Koopman operator. Published online 2023."},"abstract":[{"lang":"eng","text":"The prediction of photon echoes is an important technique for gaining an understanding of optical quantum systems. However, this requires a large number of simulations with varying parameters and/or input pulses, which renders numerical studies expensive. This article investigates how we can use data-driven surrogate models based on the Koopman operator to accelerate this process. In order to be successful, we require a model that is accurate over a large number of time steps. To this end, we employ a bilinear Koopman model using extended dynamic mode decomposition and simulate the optical Bloch equations for an ensemble of inhomogeneously broadened two-level systems. Such systems are well suited to describe the excitation of excitonic resonances in semiconductor nanostructures, for example, ensembles of semiconductor quantum dots. We perform a detailed study on the required number of system simulations such that the resulting data-driven Koopman model is sufficiently accurate for a wide range of parameter settings. We analyze the L2 error and the relative error of the photon echo peak and investigate how the control positions relate to the stabilization. After proper training, the dynamics of the quantum ensemble can be predicted accurately and numerically very efficiently by our methods."}],"language":[{"iso":"eng"}],"_id":"48502","main_file_link":[{"url":"https://arxiv.org/pdf/2310.16578.pdf","open_access":"1"}],"user_id":"47427","author":[{"id":"47427","full_name":"Peitz, Sebastian","last_name":"Peitz","orcid":"0000-0002-3389-793X","first_name":"Sebastian"},{"full_name":"Hunstig, Anna","last_name":"Hunstig","first_name":"Anna"},{"full_name":"Rose, Hendrik","orcid":"0000-0002-3079-5428","first_name":"Hendrik","last_name":"Rose","id":"55958"},{"full_name":"Meier, Torsten","orcid":"0000-0001-8864-2072","last_name":"Meier","first_name":"Torsten","id":"344"}],"status":"public","title":"Accelerating the analysis of optical quantum systems using the Koopman operator","year":"2023","date_updated":"2023-10-27T10:05:07Z"}]