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Maack, S. Pukrop, A.R. Rasmussen, in: S. Chechik, G. Navarro, E. Rotenberg, G. Herman (Eds.), 30th Annual European Symposium on Algorithms, ESA 2022, September 5-9, 2022, Berlin/Potsdam, Germany, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022, p. 77:1–77:13.","apa":"Maack, M., Pukrop, S., &#38; Rasmussen, A. R. (2022). (In-)Approximability Results for Interval, Resource Restricted, and Low Rank Scheduling. In S. Chechik, G. Navarro, E. Rotenberg, &#38; G. Herman (Eds.), <i>30th Annual European Symposium on Algorithms, ESA 2022, September 5-9, 2022, Berlin/Potsdam, Germany</i> (Vol. 244, p. 77:1–77:13). Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href=\"https://doi.org/10.4230/LIPIcs.ESA.2022.77\">https://doi.org/10.4230/LIPIcs.ESA.2022.77</a>","ieee":"M. Maack, S. Pukrop, and A. R. Rasmussen, “(In-)Approximability Results for Interval, Resource Restricted, and Low Rank Scheduling,” in <i>30th Annual European Symposium on Algorithms, ESA 2022, September 5-9, 2022, Berlin/Potsdam, Germany</i>, 2022, vol. 244, p. 77:1–77:13, doi: <a href=\"https://doi.org/10.4230/LIPIcs.ESA.2022.77\">10.4230/LIPIcs.ESA.2022.77</a>.","chicago":"Maack, Marten, Simon Pukrop, and Anna Rodriguez Rasmussen. “(In-)Approximability Results for Interval, Resource Restricted, and Low Rank Scheduling.” In <i>30th Annual European Symposium on Algorithms, ESA 2022, September 5-9, 2022, Berlin/Potsdam, Germany</i>, edited by Shiri Chechik, Gonzalo Navarro, Eva Rotenberg, and Grzegorz Herman, 244:77:1–77:13. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022. <a href=\"https://doi.org/10.4230/LIPIcs.ESA.2022.77\">https://doi.org/10.4230/LIPIcs.ESA.2022.77</a>.","ama":"Maack M, Pukrop S, Rasmussen AR. (In-)Approximability Results for Interval, Resource Restricted, and Low Rank Scheduling. In: Chechik S, Navarro G, Rotenberg E, Herman G, eds. <i>30th Annual European Symposium on Algorithms, ESA 2022, September 5-9, 2022, Berlin/Potsdam, Germany</i>. Vol 244. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2022:77:1–77:13. doi:<a href=\"https://doi.org/10.4230/LIPIcs.ESA.2022.77\">10.4230/LIPIcs.ESA.2022.77</a>"},"intvolume":"       244","page":"77:1–77:13"},{"type":"conference","publication":"2022 Kleinheubach Conference","status":"public","abstract":[{"lang":"eng","text":"In this paper, machine learning techniques will be used to classify different PCB layouts given their electromagnetic frequency spectra. These spectra result from a simulated near-field measurement of electric field strengths at different locations. Measured values consist of real and imaginary parts (amplitude and phase) in X, Y and Z directions. Training data was obtained in the time domain by varying transmission line geometries (size, distance and signaling). It was then transformed into the frequency domain and used as deep neural network input. Principal component analysis was applied to reduce the sample dimension. The results show that classifying different designs is possible with high accuracy based on synthetic data. Future work comprises measurements of real, custom-made PCB with varying parameters to adapt the simulation model and also test the neural network. Finally, the trained model could be used to give hints about the error’s cause when overshooting EMC limits."}],"user_id":"38240","department":[{"_id":"59"},{"_id":"485"}],"project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"_id":"34140","language":[{"iso":"eng"}],"keyword":["emc","pcb","electronic system development","machine learning","neural network"],"publication_status":"published","publication_identifier":{"eisbn":["978-3-948571-07-8"]},"citation":{"ama":"Maalouly J, Hemker D, Hedayat C, et al. AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development. In: <i>2022 Kleinheubach Conference</i>. IEEE; 2022.","ieee":"J. Maalouly <i>et al.</i>, “AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development,” presented at the 2022 Kleinheubach Conference, Miltenberg, Germany, 2022.","chicago":"Maalouly, Jad, Dennis Hemker, Christian Hedayat, Christian Rückert, Ivan Kaufmann, Marcel Olbrich, Sven Lange, and Harald Mathis. “AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development.” In <i>2022 Kleinheubach Conference</i>. Miltenberg, Germany: IEEE, 2022.","apa":"Maalouly, J., Hemker, D., Hedayat, C., Rückert, C., Kaufmann, I., Olbrich, M., Lange, S., &#38; Mathis, H. (2022). AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development. <i>2022 Kleinheubach Conference</i>. 2022 Kleinheubach Conference, Miltenberg, Germany.","mla":"Maalouly, Jad, et al. “AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development.” <i>2022 Kleinheubach Conference</i>, IEEE, 2022.","bibtex":"@inproceedings{Maalouly_Hemker_Hedayat_Rückert_Kaufmann_Olbrich_Lange_Mathis_2022, place={Miltenberg, Germany}, title={AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development}, booktitle={2022 Kleinheubach Conference}, publisher={IEEE}, author={Maalouly, Jad and Hemker, Dennis and Hedayat, Christian and Rückert, Christian and Kaufmann, Ivan and Olbrich, Marcel and Lange, Sven and Mathis, Harald}, year={2022} }","short":"J. Maalouly, D. Hemker, C. Hedayat, C. Rückert, I. Kaufmann, M. Olbrich, S. Lange, H. Mathis, in: 2022 Kleinheubach Conference, IEEE, Miltenberg, Germany, 2022."},"year":"2022","place":"Miltenberg, Germany","author":[{"first_name":"Jad","full_name":"Maalouly, Jad","last_name":"Maalouly"},{"first_name":"Dennis","last_name":"Hemker","full_name":"Hemker, Dennis"},{"full_name":"Hedayat, Christian","last_name":"Hedayat","first_name":"Christian"},{"first_name":"Christian","full_name":"Rückert, Christian","last_name":"Rückert"},{"first_name":"Ivan","full_name":"Kaufmann, Ivan","last_name":"Kaufmann"},{"first_name":"Marcel","full_name":"Olbrich, Marcel","last_name":"Olbrich"},{"first_name":"Sven","id":"38240","full_name":"Lange, Sven","last_name":"Lange"},{"first_name":"Harald","last_name":"Mathis","full_name":"Mathis, Harald"}],"date_created":"2022-11-24T14:21:17Z","publisher":"IEEE","date_updated":"2022-11-24T14:21:34Z","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/9954484"}],"conference":{"start_date":"2022-09-27","name":"2022 Kleinheubach Conference","location":"Miltenberg, Germany","end_date":"2022-09-29"},"title":"AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development"},{"conference":{"start_date":"2022-09-26","name":"8th World Conference on Photovoltaik Energy Conversion","location":"Milano / Italy","end_date":"2022-09-30"},"title":"Microinverter PV Systems: New Efficiency Rankings and Formula for Energy Yield Assessment for any PV Panel Size at different Microinverter types","date_created":"2022-11-29T09:55:14Z","author":[{"id":"28836","full_name":"Krauter, Stefan","last_name":"Krauter","orcid":"0000-0002-3594-260X","first_name":"Stefan"},{"first_name":"Jörg","full_name":"Bendfeld, Jörg","id":"16148","last_name":"Bendfeld"}],"date_updated":"2022-11-29T10:00:44Z","citation":{"apa":"Krauter, S., &#38; Bendfeld, J. (2022). Microinverter PV Systems: New Efficiency Rankings and Formula for Energy Yield Assessment for any PV Panel Size at different Microinverter types. <i>Proceedings of the 8th World Conference on Photovoltaik Energy Conversion</i>. 8th World Conference on Photovoltaik Energy Conversion, Milano / Italy.","short":"S. Krauter, J. Bendfeld, in: Proceedings of the 8th World Conference on Photovoltaik Energy Conversion, 2022.","bibtex":"@inproceedings{Krauter_Bendfeld_2022, title={Microinverter PV Systems: New Efficiency Rankings and Formula for Energy Yield Assessment for any PV Panel Size at different Microinverter types}, booktitle={Proceedings of the 8th World Conference on Photovoltaik Energy Conversion}, author={Krauter, Stefan and Bendfeld, Jörg}, year={2022} }","mla":"Krauter, Stefan, and Jörg Bendfeld. “Microinverter PV Systems: New Efficiency Rankings and Formula for Energy Yield Assessment for Any PV Panel Size at Different Microinverter Types.” <i>Proceedings of the 8th World Conference on Photovoltaik Energy Conversion</i>, 2022.","ieee":"S. Krauter and J. Bendfeld, “Microinverter PV Systems: New Efficiency Rankings and Formula for Energy Yield Assessment for any PV Panel Size at different Microinverter types,” presented at the 8th World Conference on Photovoltaik Energy Conversion, Milano / Italy, 2022.","chicago":"Krauter, Stefan, and Jörg Bendfeld. “Microinverter PV Systems: New Efficiency Rankings and Formula for Energy Yield Assessment for Any PV Panel Size at Different Microinverter Types.” In <i>Proceedings of the 8th World Conference on Photovoltaik Energy Conversion</i>, 2022.","ama":"Krauter S, Bendfeld J. Microinverter PV Systems: New Efficiency Rankings and Formula for Energy Yield Assessment for any PV Panel Size at different Microinverter types. In: <i>Proceedings of the 8th World Conference on Photovoltaik Energy Conversion</i>. ; 2022."},"year":"2022","language":[{"iso":"eng"}],"department":[{"_id":"53"}],"user_id":"16148","_id":"34155","status":"public","publication":"Proceedings of the 8th World Conference on Photovoltaik Energy Conversion","type":"conference"},{"type":"conference","publication":"Proceedings of the 8th World Conference on Photovoltaik Energy Conversion","status":"public","_id":"34156","user_id":"16148","department":[{"_id":"53"}],"language":[{"iso":"eng"}],"year":"2022","citation":{"ama":"Kakande JN, Philipo GH, Krauter S. Optimal Design of a Semi Grid-Connected PV System for a Site in Lwak, Kenya Using HOMER. In: <i>Proceedings of the 8th World Conference on Photovoltaik Energy Conversion</i>. ; 2022.","ieee":"J. N. Kakande, G. H. Philipo, and S. Krauter, “Optimal Design of a Semi Grid-Connected PV System for a Site in Lwak, Kenya Using HOMER,” presented at the 8th World Conference on Photovoltaik Energy Conversion, Milano / Italy, 2022.","chicago":"Kakande, Josephine Nakato, Godiana Hagile Philipo, and Stefan Krauter. “Optimal Design of a Semi Grid-Connected PV System for a Site in Lwak, Kenya Using HOMER.” In <i>Proceedings of the 8th World Conference on Photovoltaik Energy Conversion</i>, 2022.","apa":"Kakande, J. N., Philipo, G. H., &#38; Krauter, S. (2022). Optimal Design of a Semi Grid-Connected PV System for a Site in Lwak, Kenya Using HOMER. <i>Proceedings of the 8th World Conference on Photovoltaik Energy Conversion</i>. 8th World Conference on Photovoltaik Energy Conversion, Milano / Italy.","short":"J.N. Kakande, G.H. Philipo, S. Krauter, in: Proceedings of the 8th World Conference on Photovoltaik Energy Conversion, 2022.","bibtex":"@inproceedings{Kakande_Philipo_Krauter_2022, title={Optimal Design of a Semi Grid-Connected PV System for a Site in Lwak, Kenya Using HOMER}, booktitle={Proceedings of the 8th World Conference on Photovoltaik Energy Conversion}, author={Kakande, Josephine Nakato and Philipo, Godiana Hagile and Krauter, Stefan}, year={2022} }","mla":"Kakande, Josephine Nakato, et al. “Optimal Design of a Semi Grid-Connected PV System for a Site in Lwak, Kenya Using HOMER.” <i>Proceedings of the 8th World Conference on Photovoltaik Energy Conversion</i>, 2022."},"date_updated":"2022-11-29T10:03:30Z","author":[{"first_name":"Josephine Nakato","last_name":"Kakande","full_name":"Kakande, Josephine Nakato","id":"88649"},{"full_name":"Philipo, Godiana Hagile","last_name":"Philipo","first_name":"Godiana Hagile"},{"first_name":"Stefan","orcid":"0000-0002-3594-260X","last_name":"Krauter","full_name":"Krauter, Stefan","id":"28836"}],"date_created":"2022-11-29T10:03:24Z","title":"Optimal Design of a Semi Grid-Connected PV System for a Site in Lwak, Kenya Using HOMER","conference":{"start_date":"2022-09-26","name":"8th World Conference on Photovoltaik Energy Conversion","location":"Milano / Italy","end_date":"2022-09-30"}},{"abstract":[{"text":"Wettstreit zwischen der Entwicklung neuer Hardwaretrojaner und entsprechender Gegenmaßnahmen beschreiten Widersacher immer raffiniertere Wege um Schaltungsentwürfe zu infizieren und dabei selbst fortgeschrittene Test- und Verifikationsmethoden zu überlisten. Abgesehen von den konventionellen Methoden um einen Trojaner in eine Schaltung für ein Field-programmable Gate Array (FPGA) einzuschleusen, können auch die Entwurfswerkzeuge heimlich kompromittiert werden um einen Angreifer dabei zu unterstützen einen erfolgreichen Angriff durchzuführen, der zum Beispiel Fehlfunktionen oder ungewollte Informationsabflüsse bewirken kann. Diese Dissertation beschäftigt sich hauptsächlich mit den beiden Blickwinkeln auf Hardwaretrojaner in rekonfigurierbaren Systemen, einerseits der Perspektive des Verteidigers mit einer Methode zur Erkennung von Trojanern auf der Bitstromebene, und andererseits derjenigen des Angreifers mit einer neuartigen Angriffsmethode für FPGA Trojaner. Für die Verteidigung gegen den Trojaner ``Heimtückische LUT'' stellen wir die allererste erfolgreiche Gegenmaßnahme vor, die durch Verifikation mittels Proof-carrying Hardware (PCH) auf der Bitstromebene direkt vor der Konfiguration der Hardware angewendet werden kann, und präsentieren ein vollständiges Schema für den Entwurf und die Verifikation von Schaltungen für iCE40 FPGAs. Für die Gegenseite führen wir einen neuen Angriff ein, welcher bösartiges Routing im eingefügten Trojaner ausnutzt um selbst im fertigen Bitstrom in einem inaktiven Zustand zu verbleiben: Hierdurch kann dieser neuartige Angriff zur Zeit weder von herkömmlichen Test- und Verifikationsmethoden, noch von unserer vorher vorgestellten Verifikation auf der Bitstromebene entdeckt werden.","lang":"eng"},{"text":"The battle of developing hardware Trojans and corresponding countermeasures has taken adversaries towards ingenious ways of compromising hardware designs by circumventing even advanced testing and verification methods. Besides conventional methods of inserting Trojans into a design by a malicious entity, the design flow for field-programmable gate arrays (FPGAs) can also be surreptitiously compromised to assist the attacker to perform a successful malfunctioning or information leakage attack. This thesis mainly focuses on the two aspects of hardware Trojans in reconfigurable systems, the defenders perspective which corresponds to the bitstream-level Trojan detection technique, and the attackers perspective which corresponds to a novel FPGA Trojan attack. From the defender's perspective, we introduce a first-ever successful pre-configuration countermeasure against the ``Malicious LUT''-hardware Trojan, by employing bitstream-level Proof-Carrying Hardware (PCH) and present the complete design-and-verification flow for iCE40 FPGAs. Likewise, from an attackers perspective, we present a novel attack that leverages malicious routing of the inserted Trojan circuit to acquire a dormant state even in the generated and transmitted bitstream. Since the Trojan is injected in a post-synthesis step and remains unconnected in the bitstream, the presented attack can currently neither be prevented by conventional testing and verification methods nor by bitstream-level verification techniques.","lang":"eng"}],"keyword":["FPGA Security","Hardware Trojans","Bitstream-level Trojans","Bitstream Verification"],"ddc":["004"],"language":[{"iso":"eng"}],"year":"2022","publisher":" Paderborn University, Paderborn, Germany","date_created":"2022-02-07T14:02:36Z","title":"Hardware Trojans in Reconfigurable Computing","type":"dissertation","status":"public","_id":"29769","project":[{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"_id":"14","name":"SFB 901 - C2: SFB 901 - Subproject C2"}],"department":[{"_id":"78"}],"user_id":"477","has_accepted_license":"1","publication_status":"published","place":"Paderborn","citation":{"mla":"Ahmed, Qazi Arbab. <i>Hardware Trojans in Reconfigurable Computing</i>.  Paderborn University, Paderborn, Germany, 2022, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1271\">10.17619/UNIPB/1-1271</a>.","short":"Q.A. Ahmed, Hardware Trojans in Reconfigurable Computing,  Paderborn University, Paderborn, Germany, Paderborn, 2022.","bibtex":"@book{Ahmed_2022, place={Paderborn}, title={Hardware Trojans in Reconfigurable Computing}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1271\">10.17619/UNIPB/1-1271</a>}, publisher={ Paderborn University, Paderborn, Germany}, author={Ahmed, Qazi Arbab}, year={2022} }","apa":"Ahmed, Q. A. (2022). <i>Hardware Trojans in Reconfigurable Computing</i>.  Paderborn University, Paderborn, Germany. <a href=\"https://doi.org/10.17619/UNIPB/1-1271\">https://doi.org/10.17619/UNIPB/1-1271</a>","ama":"Ahmed QA. <i>Hardware Trojans in Reconfigurable Computing</i>.  Paderborn University, Paderborn, Germany; 2022. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1271\">10.17619/UNIPB/1-1271</a>","ieee":"Q. A. Ahmed, <i>Hardware Trojans in Reconfigurable Computing</i>. Paderborn:  Paderborn University, Paderborn, Germany, 2022.","chicago":"Ahmed, Qazi Arbab. <i>Hardware Trojans in Reconfigurable Computing</i>. Paderborn:  Paderborn University, Paderborn, Germany, 2022. <a href=\"https://doi.org/10.17619/UNIPB/1-1271\">https://doi.org/10.17619/UNIPB/1-1271</a>."},"date_updated":"2022-11-30T13:39:01Z","oa":"1","supervisor":[{"id":"398","full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"}],"author":[{"full_name":"Ahmed, Qazi Arbab","id":"72764","last_name":"Ahmed","orcid":"0000-0002-1837-2254","first_name":"Qazi Arbab"}],"doi":"10.17619/UNIPB/1-1271","main_file_link":[{"url":"\turn:nbn:de:hbz:466:2-40303","open_access":"1"}]},{"citation":{"mla":"Zhang, Wangyou, et al. “End-to-End Dereverberation, Beamforming, and Speech Recognition in A Cocktail Party.” <i>IEEE/ACM Transactions on Audio, Speech, and Language Processing</i>, 2022, doi:<a href=\"https://doi.org/10.1109/TASLP.2022.3209942\">10.1109/TASLP.2022.3209942</a>.","short":"W. Zhang, X. Chang, C. Boeddeker, T. Nakatani, S. Watanabe, Y. Qian, IEEE/ACM Transactions on Audio, Speech, and Language Processing (2022).","bibtex":"@article{Zhang_Chang_Boeddeker_Nakatani_Watanabe_Qian_2022, title={End-to-End Dereverberation, Beamforming, and Speech Recognition in A Cocktail Party}, DOI={<a href=\"https://doi.org/10.1109/TASLP.2022.3209942\">10.1109/TASLP.2022.3209942</a>}, journal={IEEE/ACM Transactions on Audio, Speech, and Language Processing}, author={Zhang, Wangyou and Chang, Xuankai and Boeddeker, Christoph and Nakatani, Tomohiro and Watanabe, Shinji and Qian, Yanmin}, year={2022} }","apa":"Zhang, W., Chang, X., Boeddeker, C., Nakatani, T., Watanabe, S., &#38; Qian, Y. (2022). End-to-End Dereverberation, Beamforming, and Speech Recognition in A Cocktail Party. <i>IEEE/ACM Transactions on Audio, Speech, and Language Processing</i>. <a href=\"https://doi.org/10.1109/TASLP.2022.3209942\">https://doi.org/10.1109/TASLP.2022.3209942</a>","chicago":"Zhang, Wangyou, Xuankai Chang, Christoph Boeddeker, Tomohiro Nakatani, Shinji Watanabe, and Yanmin Qian. “End-to-End Dereverberation, Beamforming, and Speech Recognition in A Cocktail Party.” <i>IEEE/ACM Transactions on Audio, Speech, and Language Processing</i>, 2022. <a href=\"https://doi.org/10.1109/TASLP.2022.3209942\">https://doi.org/10.1109/TASLP.2022.3209942</a>.","ieee":"W. Zhang, X. Chang, C. Boeddeker, T. Nakatani, S. Watanabe, and Y. Qian, “End-to-End Dereverberation, Beamforming, and Speech Recognition in A Cocktail Party,” <i>IEEE/ACM Transactions on Audio, Speech, and Language Processing</i>, 2022, doi: <a href=\"https://doi.org/10.1109/TASLP.2022.3209942\">10.1109/TASLP.2022.3209942</a>.","ama":"Zhang W, Chang X, Boeddeker C, Nakatani T, Watanabe S, Qian Y. End-to-End Dereverberation, Beamforming, and Speech Recognition in A Cocktail Party. <i>IEEE/ACM Transactions on Audio, Speech, and Language Processing</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1109/TASLP.2022.3209942\">10.1109/TASLP.2022.3209942</a>"},"publication_status":"published","publication_identifier":{"issn":["Print ISSN: 2329-9290 Electronic ISSN: 2329-9304"]},"has_accepted_license":"1","related_material":{"link":[{"relation":"confirmation","url":"https://ieeexplore.ieee.org/abstract/document/9904314"}]},"doi":"10.1109/TASLP.2022.3209942","oa":"1","date_updated":"2022-12-05T12:35:31Z","author":[{"full_name":"Zhang, Wangyou","last_name":"Zhang","first_name":"Wangyou"},{"last_name":"Chang","full_name":"Chang, Xuankai","first_name":"Xuankai"},{"first_name":"Christoph","last_name":"Boeddeker","full_name":"Boeddeker, Christoph","id":"40767"},{"last_name":"Nakatani","full_name":"Nakatani, Tomohiro","first_name":"Tomohiro"},{"full_name":"Watanabe, Shinji","last_name":"Watanabe","first_name":"Shinji"},{"first_name":"Yanmin","last_name":"Qian","full_name":"Qian, Yanmin"}],"status":"public","type":"journal_article","file_date_updated":"2022-10-11T07:23:13Z","_id":"33669","user_id":"40767","department":[{"_id":"54"}],"year":"2022","title":"End-to-End Dereverberation, Beamforming, and Speech Recognition in A Cocktail Party","date_created":"2022-10-11T07:27:51Z","abstract":[{"lang":"eng","text":"Far-field multi-speaker automatic speech recognition (ASR) has drawn increasing attention in recent years. Most existing methods feature a signal processing frontend and an ASR backend. In realistic scenarios, these modules are usually trained separately or progressively, which suffers from either inter-module mismatch or a complicated training process. In this paper, we propose an end-to-end multi-channel model that jointly optimizes the speech enhancement (including speech dereverberation, denoising, and separation) frontend and the ASR backend as a single system. To the best of our knowledge, this is the first work that proposes to optimize dereverberation, beamforming, and multi-speaker ASR in a fully end-to-end manner. The frontend module consists of a weighted prediction error (WPE) based submodule for dereverberation and a neural beamformer for denoising and speech separation. For the backend, we adopt a widely used end-to-end (E2E) ASR architecture. It is worth noting that the entire model is differentiable and can be optimized in a fully end-to-end manner using only the ASR criterion, without the need of parallel signal-level labels. We evaluate the proposed model on several multi-speaker benchmark datasets, and experimental results show that the fully E2E ASR model can achieve competitive performance on both noisy and reverberant conditions, with over 30% relative word error rate (WER) reduction over the single-channel baseline systems."}],"file":[{"date_updated":"2022-10-11T07:23:13Z","creator":"huesera","date_created":"2022-10-11T07:23:13Z","content_type":"application/pdf","file_size":6167931,"access_level":"open_access","file_id":"33674","file_name":"End-to-End_Dereverberation_Beamforming_and_Speech_Recognition_in_A_Cocktail_Party.pdf","relation":"main_file"}],"publication":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","ddc":["000"],"language":[{"iso":"eng"}]},{"_id":"34197","user_id":"15782","department":[{"_id":"563"}],"keyword":["Economics and Econometrics"],"language":[{"iso":"eng"}],"type":"journal_article","publication":"Journal of the Knowledge Economy","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>Comprehensive data understanding is a key success driver for data analytics projects. Knowing the characteristics of the data helps a lot in selecting the appropriate data analysis techniques. Especially in data-driven product planning, knowledge about the data is a necessary prerequisite because data of the use phase is very heterogeneous. However, companies often do not have the necessary know-how or time to build up solid data understanding in connection with data analysis. In this paper, we develop a methodology to organize and categorize and thus understand use phase data in a way that makes it accessible to general data analytics workflows, following a design science research approach. We first present a knowledge base that lists typical use phase data from a product planning view. Second, we develop a taxonomy based on standard literature and real data objects, which covers the diversity of the data considered. The taxonomy provides 8 dimensions that support classification of use phase data and allows to capture data characteristics from a data analytics view. Finally, we combine both views by clustering the objects of the knowledge base according to the taxonomy. Each of the resulting clusters covers a typical combination of analytics relevant characteristics occurring in practice. By abstracting from the diversity of use phase data into artifacts with manageable complexity, our approach provides guidance to choose appropriate data analysis and AI techniques.</jats:p>","lang":"eng"}],"status":"public","publisher":"Springer Science and Business Media LLC","date_updated":"2022-12-05T12:51:03Z","date_created":"2022-12-05T12:49:56Z","author":[{"last_name":"Panzner","full_name":"Panzner, Melina","first_name":"Melina"},{"full_name":"von Enzberg, Sebastian","last_name":"von Enzberg","first_name":"Sebastian"},{"full_name":"Meyer, Maurice","last_name":"Meyer","first_name":"Maurice"},{"last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","first_name":"Roman"}],"title":"Characterization of Usage Data with the Help of Data Classifications","doi":"10.1007/s13132-022-01081-z","publication_status":"published","publication_identifier":{"issn":["1868-7865","1868-7873"]},"year":"2022","citation":{"chicago":"Panzner, Melina, Sebastian von Enzberg, Maurice Meyer, and Roman Dumitrescu. “Characterization of Usage Data with the Help of Data Classifications.” <i>Journal of the Knowledge Economy</i>, 2022. <a href=\"https://doi.org/10.1007/s13132-022-01081-z\">https://doi.org/10.1007/s13132-022-01081-z</a>.","ieee":"M. Panzner, S. von Enzberg, M. Meyer, and R. Dumitrescu, “Characterization of Usage Data with the Help of Data Classifications,” <i>Journal of the Knowledge Economy</i>, 2022, doi: <a href=\"https://doi.org/10.1007/s13132-022-01081-z\">10.1007/s13132-022-01081-z</a>.","ama":"Panzner M, von Enzberg S, Meyer M, Dumitrescu R. Characterization of Usage Data with the Help of Data Classifications. <i>Journal of the Knowledge Economy</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1007/s13132-022-01081-z\">10.1007/s13132-022-01081-z</a>","short":"M. Panzner, S. von Enzberg, M. Meyer, R. Dumitrescu, Journal of the Knowledge Economy (2022).","bibtex":"@article{Panzner_von Enzberg_Meyer_Dumitrescu_2022, title={Characterization of Usage Data with the Help of Data Classifications}, DOI={<a href=\"https://doi.org/10.1007/s13132-022-01081-z\">10.1007/s13132-022-01081-z</a>}, journal={Journal of the Knowledge Economy}, publisher={Springer Science and Business Media LLC}, author={Panzner, Melina and von Enzberg, Sebastian and Meyer, Maurice and Dumitrescu, Roman}, year={2022} }","mla":"Panzner, Melina, et al. “Characterization of Usage Data with the Help of Data Classifications.” <i>Journal of the Knowledge Economy</i>, Springer Science and Business Media LLC, 2022, doi:<a href=\"https://doi.org/10.1007/s13132-022-01081-z\">10.1007/s13132-022-01081-z</a>.","apa":"Panzner, M., von Enzberg, S., Meyer, M., &#38; Dumitrescu, R. (2022). Characterization of Usage Data with the Help of Data Classifications. <i>Journal of the Knowledge Economy</i>. <a href=\"https://doi.org/10.1007/s13132-022-01081-z\">https://doi.org/10.1007/s13132-022-01081-z</a>"}},{"date_created":"2022-12-05T12:47:22Z","publisher":"JVE International Ltd.","title":"Using vibration data to classify conditions in disk stack separators","year":"2022","language":[{"iso":"eng"}],"keyword":["General Medicine"],"publication":"Vibroengineering PROCEDIA","abstract":[{"lang":"eng","text":"<jats:p>Mounting sensors in disk stack separators is often a major challenge due to the operating conditions. However, a process cannot be optimally monitored without sensors. Virtual sensors can be a solution to calculate the sought parameters from measurable values. We measured the vibrations of disk stack separators and applied machine learning (ML) to detect whether the separator contains only water or whether particles are also present. We combined seven ML classification algorithms with three feature engineering strategies and evaluated our model successfully on vibration data of an experimental disk stack separator. Our experimental results demonstrate that random forest in combination with manual feature engineering using domain specific knowledge about suitable features outperforms all other models with an accuracy of 91.27 %.</jats:p>"}],"volume":46,"author":[{"last_name":"Merkelbach","full_name":"Merkelbach, Silke","first_name":"Silke"},{"first_name":"Lameya","full_name":"Afroze, Lameya","last_name":"Afroze"},{"first_name":"Nils","full_name":"Janssen, Nils","last_name":"Janssen"},{"full_name":"von Enzberg, Sebastian","last_name":"von Enzberg","first_name":"Sebastian"},{"first_name":"Arno","full_name":"Kühn, Arno","last_name":"Kühn"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"}],"date_updated":"2022-12-05T12:51:08Z","doi":"10.21595/vp.2022.23000","publication_identifier":{"issn":["2345-0533","2538-8479"]},"publication_status":"published","page":"21-26","intvolume":"        46","citation":{"apa":"Merkelbach, S., Afroze, L., Janssen, N., von Enzberg, S., Kühn, A., &#38; Dumitrescu, R. (2022). Using vibration data to classify conditions in disk stack separators. <i>Vibroengineering PROCEDIA</i>, <i>46</i>, 21–26. <a href=\"https://doi.org/10.21595/vp.2022.23000\">https://doi.org/10.21595/vp.2022.23000</a>","short":"S. Merkelbach, L. Afroze, N. Janssen, S. von Enzberg, A. Kühn, R. Dumitrescu, Vibroengineering PROCEDIA 46 (2022) 21–26.","mla":"Merkelbach, Silke, et al. “Using Vibration Data to Classify Conditions in Disk Stack Separators.” <i>Vibroengineering PROCEDIA</i>, vol. 46, JVE International Ltd., 2022, pp. 21–26, doi:<a href=\"https://doi.org/10.21595/vp.2022.23000\">10.21595/vp.2022.23000</a>.","bibtex":"@article{Merkelbach_Afroze_Janssen_von Enzberg_Kühn_Dumitrescu_2022, title={Using vibration data to classify conditions in disk stack separators}, volume={46}, DOI={<a href=\"https://doi.org/10.21595/vp.2022.23000\">10.21595/vp.2022.23000</a>}, journal={Vibroengineering PROCEDIA}, publisher={JVE International Ltd.}, author={Merkelbach, Silke and Afroze, Lameya and Janssen, Nils and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2022}, pages={21–26} }","ama":"Merkelbach S, Afroze L, Janssen N, von Enzberg S, Kühn A, Dumitrescu R. Using vibration data to classify conditions in disk stack separators. <i>Vibroengineering PROCEDIA</i>. 2022;46:21-26. doi:<a href=\"https://doi.org/10.21595/vp.2022.23000\">10.21595/vp.2022.23000</a>","ieee":"S. Merkelbach, L. Afroze, N. Janssen, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Using vibration data to classify conditions in disk stack separators,” <i>Vibroengineering PROCEDIA</i>, vol. 46, pp. 21–26, 2022, doi: <a href=\"https://doi.org/10.21595/vp.2022.23000\">10.21595/vp.2022.23000</a>.","chicago":"Merkelbach, Silke, Lameya Afroze, Nils Janssen, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Using Vibration Data to Classify Conditions in Disk Stack Separators.” <i>Vibroengineering PROCEDIA</i> 46 (2022): 21–26. <a href=\"https://doi.org/10.21595/vp.2022.23000\">https://doi.org/10.21595/vp.2022.23000</a>."},"department":[{"_id":"563"}],"user_id":"15782","_id":"34196","type":"journal_article","status":"public"},{"publication":"Praxishandbuch Robotic Process Automation (RPA)","type":"book_chapter","status":"public","department":[{"_id":"563"}],"user_id":"15782","_id":"34195","language":[{"iso":"eng"}],"publication_identifier":{"isbn":["9783658383787","9783658383794"]},"publication_status":"published","citation":{"apa":"Hobscheidt, D., Menzefricke, J. S., Gabriel, S., Kühn, A., &#38; Dumitrescu, R. (2022). Soziotechnische Herausforderungen bei der Einführung von RPA managen. In <i>Praxishandbuch Robotic Process Automation (RPA)</i>. Springer Fachmedien Wiesbaden. <a href=\"https://doi.org/10.1007/978-3-658-38379-4_8\">https://doi.org/10.1007/978-3-658-38379-4_8</a>","mla":"Hobscheidt, Daniela, et al. “Soziotechnische Herausforderungen Bei Der Einführung von RPA Managen.” <i>Praxishandbuch Robotic Process Automation (RPA)</i>, Springer Fachmedien Wiesbaden, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-658-38379-4_8\">10.1007/978-3-658-38379-4_8</a>.","bibtex":"@inbook{Hobscheidt_Menzefricke_Gabriel_Kühn_Dumitrescu_2022, place={Wiesbaden}, title={Soziotechnische Herausforderungen bei der Einführung von RPA managen}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-38379-4_8\">10.1007/978-3-658-38379-4_8</a>}, booktitle={Praxishandbuch Robotic Process Automation (RPA)}, publisher={Springer Fachmedien Wiesbaden}, author={Hobscheidt, Daniela and Menzefricke, Jörn Steffen and Gabriel, Stefan and Kühn, Arno and Dumitrescu, Roman}, year={2022} }","short":"D. Hobscheidt, J.S. Menzefricke, S. Gabriel, A. Kühn, R. Dumitrescu, in: Praxishandbuch Robotic Process Automation (RPA), Springer Fachmedien Wiesbaden, Wiesbaden, 2022.","chicago":"Hobscheidt, Daniela, Jörn Steffen Menzefricke, Stefan Gabriel, Arno Kühn, and Roman Dumitrescu. “Soziotechnische Herausforderungen Bei Der Einführung von RPA Managen.” In <i>Praxishandbuch Robotic Process Automation (RPA)</i>. Wiesbaden: Springer Fachmedien Wiesbaden, 2022. <a href=\"https://doi.org/10.1007/978-3-658-38379-4_8\">https://doi.org/10.1007/978-3-658-38379-4_8</a>.","ieee":"D. Hobscheidt, J. S. Menzefricke, S. Gabriel, A. Kühn, and R. Dumitrescu, “Soziotechnische Herausforderungen bei der Einführung von RPA managen,” in <i>Praxishandbuch Robotic Process Automation (RPA)</i>, Wiesbaden: Springer Fachmedien Wiesbaden, 2022.","ama":"Hobscheidt D, Menzefricke JS, Gabriel S, Kühn A, Dumitrescu R. Soziotechnische Herausforderungen bei der Einführung von RPA managen. In: <i>Praxishandbuch Robotic Process Automation (RPA)</i>. Springer Fachmedien Wiesbaden; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-658-38379-4_8\">10.1007/978-3-658-38379-4_8</a>"},"place":"Wiesbaden","year":"2022","date_created":"2022-12-05T12:46:56Z","author":[{"first_name":"Daniela","last_name":"Hobscheidt","full_name":"Hobscheidt, Daniela"},{"first_name":"Jörn Steffen","last_name":"Menzefricke","full_name":"Menzefricke, Jörn Steffen"},{"full_name":"Gabriel, Stefan","last_name":"Gabriel","first_name":"Stefan"},{"first_name":"Arno","full_name":"Kühn, Arno","last_name":"Kühn"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"date_updated":"2022-12-05T12:51:11Z","publisher":"Springer Fachmedien Wiesbaden","doi":"10.1007/978-3-658-38379-4_8","title":"Soziotechnische Herausforderungen bei der Einführung von RPA managen"},{"publication_status":"published","publication_identifier":{"isbn":["9783662580134","9783662580141"],"issn":["2523-3637","2523-3645"]},"place":"Berlin, Heidelberg","year":"2022","citation":{"chicago":"Bansmann, Michael, Roman Dumitrescu, and Christian Fechtelpeter. “Transfer von Arbeit 4.0-Anwendungsszenarien.” In <i>Gestaltung Digitalisierter Arbeitswelten</i>. Berlin, Heidelberg: Springer Berlin Heidelberg, 2022. <a href=\"https://doi.org/10.1007/978-3-662-58014-1_3\">https://doi.org/10.1007/978-3-662-58014-1_3</a>.","ieee":"M. Bansmann, R. Dumitrescu, and C. Fechtelpeter, “Transfer von Arbeit 4.0-Anwendungsszenarien,” in <i>Gestaltung digitalisierter Arbeitswelten</i>, Berlin, Heidelberg: Springer Berlin Heidelberg, 2022.","ama":"Bansmann M, Dumitrescu R, Fechtelpeter C. Transfer von Arbeit 4.0-Anwendungsszenarien. In: <i>Gestaltung Digitalisierter Arbeitswelten</i>. Springer Berlin Heidelberg; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-662-58014-1_3\">10.1007/978-3-662-58014-1_3</a>","apa":"Bansmann, M., Dumitrescu, R., &#38; Fechtelpeter, C. (2022). Transfer von Arbeit 4.0-Anwendungsszenarien. In <i>Gestaltung digitalisierter Arbeitswelten</i>. Springer Berlin Heidelberg. <a href=\"https://doi.org/10.1007/978-3-662-58014-1_3\">https://doi.org/10.1007/978-3-662-58014-1_3</a>","short":"M. Bansmann, R. Dumitrescu, C. Fechtelpeter, in: Gestaltung Digitalisierter Arbeitswelten, Springer Berlin Heidelberg, Berlin, Heidelberg, 2022.","mla":"Bansmann, Michael, et al. “Transfer von Arbeit 4.0-Anwendungsszenarien.” <i>Gestaltung Digitalisierter Arbeitswelten</i>, Springer Berlin Heidelberg, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-662-58014-1_3\">10.1007/978-3-662-58014-1_3</a>.","bibtex":"@inbook{Bansmann_Dumitrescu_Fechtelpeter_2022, place={Berlin, Heidelberg}, title={Transfer von Arbeit 4.0-Anwendungsszenarien}, DOI={<a href=\"https://doi.org/10.1007/978-3-662-58014-1_3\">10.1007/978-3-662-58014-1_3</a>}, booktitle={Gestaltung digitalisierter Arbeitswelten}, publisher={Springer Berlin Heidelberg}, author={Bansmann, Michael and Dumitrescu, Roman and Fechtelpeter, Christian}, year={2022} }"},"publisher":"Springer Berlin Heidelberg","date_updated":"2022-12-05T12:51:19Z","author":[{"first_name":"Michael","last_name":"Bansmann","full_name":"Bansmann, Michael"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"},{"first_name":"Christian","last_name":"Fechtelpeter","full_name":"Fechtelpeter, Christian"}],"date_created":"2022-12-05T12:45:43Z","title":"Transfer von Arbeit 4.0-Anwendungsszenarien","doi":"10.1007/978-3-662-58014-1_3","type":"book_chapter","publication":"Gestaltung digitalisierter Arbeitswelten","status":"public","_id":"34193","user_id":"15782","department":[{"_id":"563"}],"language":[{"iso":"eng"}]},{"citation":{"bibtex":"@inbook{Brock_von Enzberg_Kühn_Dumitrescu_2022, place={Wiesbaden}, title={Nutzung von Process Mining in RPA-Projekten}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-38379-4_5\">10.1007/978-3-658-38379-4_5</a>}, booktitle={Praxishandbuch Robotic Process Automation (RPA)}, publisher={Springer Fachmedien Wiesbaden}, author={Brock, Jonathan and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2022} }","short":"J. Brock, S. von Enzberg, A. Kühn, R. Dumitrescu, in: Praxishandbuch Robotic Process Automation (RPA), Springer Fachmedien Wiesbaden, Wiesbaden, 2022.","mla":"Brock, Jonathan, et al. “Nutzung von Process Mining in RPA-Projekten.” <i>Praxishandbuch Robotic Process Automation (RPA)</i>, Springer Fachmedien Wiesbaden, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-658-38379-4_5\">10.1007/978-3-658-38379-4_5</a>.","apa":"Brock, J., von Enzberg, S., Kühn, A., &#38; Dumitrescu, R. (2022). Nutzung von Process Mining in RPA-Projekten. In <i>Praxishandbuch Robotic Process Automation (RPA)</i>. Springer Fachmedien Wiesbaden. <a href=\"https://doi.org/10.1007/978-3-658-38379-4_5\">https://doi.org/10.1007/978-3-658-38379-4_5</a>","ieee":"J. Brock, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Nutzung von Process Mining in RPA-Projekten,” in <i>Praxishandbuch Robotic Process Automation (RPA)</i>, Wiesbaden: Springer Fachmedien Wiesbaden, 2022.","chicago":"Brock, Jonathan, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Nutzung von Process Mining in RPA-Projekten.” In <i>Praxishandbuch Robotic Process Automation (RPA)</i>. Wiesbaden: Springer Fachmedien Wiesbaden, 2022. <a href=\"https://doi.org/10.1007/978-3-658-38379-4_5\">https://doi.org/10.1007/978-3-658-38379-4_5</a>.","ama":"Brock J, von Enzberg S, Kühn A, Dumitrescu R. Nutzung von Process Mining in RPA-Projekten. In: <i>Praxishandbuch Robotic Process Automation (RPA)</i>. Springer Fachmedien Wiesbaden; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-658-38379-4_5\">10.1007/978-3-658-38379-4_5</a>"},"year":"2022","place":"Wiesbaden","publication_identifier":{"isbn":["9783658383787","9783658383794"]},"publication_status":"published","doi":"10.1007/978-3-658-38379-4_5","title":"Nutzung von Process Mining in RPA-Projekten","date_created":"2022-12-05T12:46:26Z","author":[{"first_name":"Jonathan","last_name":"Brock","full_name":"Brock, Jonathan"},{"first_name":"Sebastian","last_name":"von Enzberg","full_name":"von Enzberg, Sebastian"},{"first_name":"Arno","full_name":"Kühn, Arno","last_name":"Kühn"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"}],"publisher":"Springer Fachmedien Wiesbaden","date_updated":"2022-12-05T12:51:14Z","status":"public","publication":"Praxishandbuch Robotic Process Automation (RPA)","type":"book_chapter","language":[{"iso":"eng"}],"department":[{"_id":"563"}],"user_id":"15782","_id":"34194"},{"publication_identifier":{"isbn":["9783031213878","9783031213885"],"issn":["0302-9743","1611-3349"]},"publication_status":"published","intvolume":"     13709","page":"235-242","citation":{"ama":"Wolters D, Engels G. Towards Situational Process Management for Professional Education Programmes. In: Taibi D, Kuhrmann M, Mikkonen T, Klünder J, Abrahamsson P, eds. <i>Product-Focused Software Process Improvement</i>. Vol 13709. Lecture Notes in Computer Science. Springer International Publishing; 2022:235-242. doi:<a href=\"https://doi.org/10.1007/978-3-031-21388-5_16\">10.1007/978-3-031-21388-5_16</a>","chicago":"Wolters, Dennis, and Gregor Engels. “Towards Situational Process Management for Professional Education Programmes.” In <i>Product-Focused Software Process Improvement</i>, edited by Davide Taibi, Marco Kuhrmann, Tommi Mikkonen, Jil Klünder, and Pekka Abrahamsson, 13709:235–42. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-21388-5_16\">https://doi.org/10.1007/978-3-031-21388-5_16</a>.","ieee":"D. Wolters and G. Engels, “Towards Situational Process Management for Professional Education Programmes,” in <i>Product-Focused Software Process Improvement</i>, vol. 13709, D. Taibi, M. Kuhrmann, T. Mikkonen, J. Klünder, and P. Abrahamsson, Eds. Cham: Springer International Publishing, 2022, pp. 235–242.","bibtex":"@inbook{Wolters_Engels_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={Towards Situational Process Management for Professional Education Programmes}, volume={13709}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-21388-5_16\">10.1007/978-3-031-21388-5_16</a>}, booktitle={Product-Focused Software Process Improvement}, publisher={Springer International Publishing}, author={Wolters, Dennis and Engels, Gregor}, editor={Taibi, Davide and Kuhrmann, Marco and Mikkonen, Tommi and Klünder, Jil and Abrahamsson, Pekka}, year={2022}, pages={235–242}, collection={Lecture Notes in Computer Science} }","mla":"Wolters, Dennis, and Gregor Engels. “Towards Situational Process Management for Professional Education Programmes.” <i>Product-Focused Software Process Improvement</i>, edited by Davide Taibi et al., vol. 13709, Springer International Publishing, 2022, pp. 235–42, doi:<a href=\"https://doi.org/10.1007/978-3-031-21388-5_16\">10.1007/978-3-031-21388-5_16</a>.","short":"D. Wolters, G. Engels, in: D. Taibi, M. Kuhrmann, T. Mikkonen, J. Klünder, P. Abrahamsson (Eds.), Product-Focused Software Process Improvement, Springer International Publishing, Cham, 2022, pp. 235–242.","apa":"Wolters, D., &#38; Engels, G. (2022). Towards Situational Process Management for Professional Education Programmes. In D. Taibi, M. Kuhrmann, T. Mikkonen, J. Klünder, &#38; P. Abrahamsson (Eds.), <i>Product-Focused Software Process Improvement</i> (Vol. 13709, pp. 235–242). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-21388-5_16\">https://doi.org/10.1007/978-3-031-21388-5_16</a>"},"place":"Cham","year":"2022","volume":13709,"date_created":"2022-12-08T19:23:46Z","author":[{"first_name":"Dennis","last_name":"Wolters","full_name":"Wolters, Dennis","id":"11308"},{"first_name":"Gregor","full_name":"Engels, Gregor","id":"107","last_name":"Engels"}],"publisher":"Springer International Publishing","date_updated":"2022-12-17T19:00:40Z","doi":"10.1007/978-3-031-21388-5_16","title":"Towards Situational Process Management for Professional Education Programmes","publication":"Product-Focused Software Process Improvement","type":"book_chapter","status":"public","editor":[{"last_name":"Taibi","full_name":"Taibi, Davide","first_name":"Davide"},{"last_name":"Kuhrmann","full_name":"Kuhrmann, Marco","first_name":"Marco"},{"first_name":"Tommi","last_name":"Mikkonen","full_name":"Mikkonen, Tommi"},{"first_name":"Jil","last_name":"Klünder","full_name":"Klünder, Jil"},{"first_name":"Pekka","full_name":"Abrahamsson, Pekka","last_name":"Abrahamsson"}],"department":[{"_id":"66"}],"user_id":"11308","series_title":"Lecture Notes in Computer Science","_id":"34292","language":[{"iso":"eng"}]},{"year":"2022","citation":{"ama":"Brosch A, Wallscheid O, Böcker J. Model Predictive Torque Control for Permanent Magnet Synchronous Motors Using a Stator-Fixed Harmonic Flux Reference Generator in the Entire Modulation Range. <i>IEEE Transactions on Power Electronics</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1109/tpel.2022.3229619\">10.1109/tpel.2022.3229619</a>","ieee":"A. Brosch, O. Wallscheid, and J. Böcker, “Model Predictive Torque Control for Permanent Magnet Synchronous Motors Using a Stator-Fixed Harmonic Flux Reference Generator in the Entire Modulation Range,” <i>IEEE Transactions on Power Electronics</i>, 2022, doi: <a href=\"https://doi.org/10.1109/tpel.2022.3229619\">10.1109/tpel.2022.3229619</a>.","chicago":"Brosch, Anian, Oliver Wallscheid, and Joachim Böcker. “Model Predictive Torque Control for Permanent Magnet Synchronous Motors Using a Stator-Fixed Harmonic Flux Reference Generator in the Entire Modulation Range.” <i>IEEE Transactions on Power Electronics</i>, 2022. <a href=\"https://doi.org/10.1109/tpel.2022.3229619\">https://doi.org/10.1109/tpel.2022.3229619</a>.","apa":"Brosch, A., Wallscheid, O., &#38; Böcker, J. (2022). Model Predictive Torque Control for Permanent Magnet Synchronous Motors Using a Stator-Fixed Harmonic Flux Reference Generator in the Entire Modulation Range. <i>IEEE Transactions on Power Electronics</i>. <a href=\"https://doi.org/10.1109/tpel.2022.3229619\">https://doi.org/10.1109/tpel.2022.3229619</a>","bibtex":"@article{Brosch_Wallscheid_Böcker_2022, title={Model Predictive Torque Control for Permanent Magnet Synchronous Motors Using a Stator-Fixed Harmonic Flux Reference Generator in the Entire Modulation Range}, DOI={<a href=\"https://doi.org/10.1109/tpel.2022.3229619\">10.1109/tpel.2022.3229619</a>}, journal={IEEE Transactions on Power Electronics}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Brosch, Anian and Wallscheid, Oliver and Böcker, Joachim}, year={2022} }","mla":"Brosch, Anian, et al. “Model Predictive Torque Control for Permanent Magnet Synchronous Motors Using a Stator-Fixed Harmonic Flux Reference Generator in the Entire Modulation Range.” <i>IEEE Transactions on Power Electronics</i>, Institute of Electrical and Electronics Engineers (IEEE), 2022, doi:<a href=\"https://doi.org/10.1109/tpel.2022.3229619\">10.1109/tpel.2022.3229619</a>.","short":"A. Brosch, O. Wallscheid, J. Böcker, IEEE Transactions on Power Electronics (2022)."},"publication_status":"published","title":"Model Predictive Torque Control for Permanent Magnet Synchronous Motors Using a Stator-Fixed Harmonic Flux Reference Generator in the Entire Modulation Range","doi":"10.1109/tpel.2022.3229619","date_updated":"2022-12-18T16:00:30Z","publisher":"Institute of Electrical and Electronics Engineers (IEEE)","author":[{"first_name":"Anian","last_name":"Brosch","orcid":"0000-0003-4871-1664","full_name":"Brosch, Anian","id":"75779"},{"orcid":"https://orcid.org/0000-0001-9362-8777","last_name":"Wallscheid","id":"11291","full_name":"Wallscheid, Oliver","first_name":"Oliver"},{"first_name":"Joachim","id":"66","full_name":"Böcker, Joachim","orcid":"0000-0002-8480-7295","last_name":"Böcker"}],"date_created":"2022-12-18T15:59:44Z","status":"public","type":"journal_article","publication":"IEEE Transactions on Power Electronics","keyword":["Electrical and Electronic Engineering"],"language":[{"iso":"eng"}],"_id":"34533","user_id":"75779","department":[{"_id":"52"}]},{"year":"2022","citation":{"ieee":"B. Gebken, “Using second-order information in gradient sampling methods for  nonsmooth optimization,” <i>arXiv:2210.04579</i>. 2022.","chicago":"Gebken, Bennet. “Using Second-Order Information in Gradient Sampling Methods for  Nonsmooth Optimization.” <i>ArXiv:2210.04579</i>, 2022.","ama":"Gebken B. Using second-order information in gradient sampling methods for  nonsmooth optimization. <i>arXiv:221004579</i>. Published online 2022.","apa":"Gebken, B. (2022). Using second-order information in gradient sampling methods for  nonsmooth optimization. In <i>arXiv:2210.04579</i>.","mla":"Gebken, Bennet. “Using Second-Order Information in Gradient Sampling Methods for  Nonsmooth Optimization.” <i>ArXiv:2210.04579</i>, 2022.","bibtex":"@article{Gebken_2022, title={Using second-order information in gradient sampling methods for  nonsmooth optimization}, journal={arXiv:2210.04579}, author={Gebken, Bennet}, year={2022} }","short":"B. Gebken, ArXiv:2210.04579 (2022)."},"date_updated":"2022-12-20T15:28:54Z","oa":"1","date_created":"2022-12-20T15:25:17Z","author":[{"first_name":"Bennet","last_name":"Gebken","id":"32643","full_name":"Gebken, Bennet"}],"title":"Using second-order information in gradient sampling methods for  nonsmooth optimization","main_file_link":[{"url":"https://arxiv.org/pdf/2210.04579","open_access":"1"}],"type":"preprint","publication":"arXiv:2210.04579","abstract":[{"lang":"eng","text":"In this article, we show how second-order derivative information can be\r\nincorporated into gradient sampling methods for nonsmooth optimization. The\r\nsecond-order information we consider is essentially the set of coefficients of\r\nall second-order Taylor expansions of the objective in a closed ball around a\r\ngiven point. Based on this concept, we define a model of the objective as the\r\nmaximum of these Taylor expansions. Iteratively minimizing this model\r\n(constrained to the closed ball) results in a simple descent method, for which\r\nwe prove convergence to minimal points in case the objective is convex. To\r\nobtain an implementable method, we construct an approximation scheme for the\r\nsecond-order information based on sampling objective values, gradients and\r\nHessian matrices at finitely many points. Using a set of test problems, we\r\ncompare the resulting method to five other available solvers. Considering the\r\nnumber of function evaluations, the results suggest that the method we propose\r\nis superior to the standard gradient sampling method, and competitive compared\r\nto other methods."}],"status":"public","external_id":{"arxiv":["2210.04579"]},"_id":"34618","user_id":"32643","department":[{"_id":"101"}],"language":[{"iso":"eng"}]},{"status":"public","publication":"p-Adic Numbers, Ultrametric Analysis, and Applications","type":"journal_article","keyword":["20Exx","22Exx","32Cxx"],"article_type":"original","language":[{"iso":"eng"}],"_id":"34792","department":[{"_id":"10"},{"_id":"87"},{"_id":"93"}],"user_id":"178","year":"2022","intvolume":"        14","page":"138–144","citation":{"chicago":"Glöckner, Helge. “Non-Lie Subgroups in Lie Groups over Local Fields of Positive Characteristic.” <i>P-Adic Numbers, Ultrametric Analysis, and Applications</i> 14, no. 2 (2022): 138–144. <a href=\"https://doi.org/10.1134/S2070046622020042\">https://doi.org/10.1134/S2070046622020042</a>.","ieee":"H. Glöckner, “Non-Lie subgroups in Lie groups over local fields of positive characteristic,” <i>p-Adic Numbers, Ultrametric Analysis, and Applications</i>, vol. 14, no. 2, pp. 138–144, 2022, doi: <a href=\"https://doi.org/10.1134/S2070046622020042\">10.1134/S2070046622020042</a>.","ama":"Glöckner H. Non-Lie subgroups in Lie groups over local fields of positive characteristic. <i>p-Adic Numbers, Ultrametric Analysis, and Applications</i>. 2022;14(2):138–144. doi:<a href=\"https://doi.org/10.1134/S2070046622020042\">10.1134/S2070046622020042</a>","apa":"Glöckner, H. (2022). Non-Lie subgroups in Lie groups over local fields of positive characteristic. <i>P-Adic Numbers, Ultrametric Analysis, and Applications</i>, <i>14</i>(2), 138–144. <a href=\"https://doi.org/10.1134/S2070046622020042\">https://doi.org/10.1134/S2070046622020042</a>","short":"H. Glöckner, P-Adic Numbers, Ultrametric Analysis, and Applications 14 (2022) 138–144.","bibtex":"@article{Glöckner_2022, title={Non-Lie subgroups in Lie groups over local fields of positive characteristic}, volume={14}, DOI={<a href=\"https://doi.org/10.1134/S2070046622020042\">10.1134/S2070046622020042</a>}, number={2}, journal={p-Adic Numbers, Ultrametric Analysis, and Applications}, author={Glöckner, Helge}, year={2022}, pages={138–144} }","mla":"Glöckner, Helge. “Non-Lie Subgroups in Lie Groups over Local Fields of Positive Characteristic.” <i>P-Adic Numbers, Ultrametric Analysis, and Applications</i>, vol. 14, no. 2, 2022, pp. 138–144, doi:<a href=\"https://doi.org/10.1134/S2070046622020042\">10.1134/S2070046622020042</a>."},"publication_identifier":{"issn":["2070-0466"]},"quality_controlled":"1","issue":"2","title":"Non-Lie subgroups in Lie groups over local fields of positive characteristic","doi":"10.1134/S2070046622020042","date_updated":"2022-12-21T19:30:25Z","volume":14,"date_created":"2022-12-21T19:27:51Z","author":[{"first_name":"Helge","id":"178","full_name":"Glöckner, Helge","last_name":"Glöckner"}]},{"doi":"10.1007/s10455-021-09816-y","title":"Manifolds of mappings on Cartesian products","date_created":"2022-12-21T19:24:48Z","author":[{"id":"178","full_name":"Glöckner, Helge","last_name":"Glöckner","first_name":"Helge"},{"last_name":"Schmeding","full_name":"Schmeding, Alexander","first_name":"Alexander"}],"volume":61,"date_updated":"2022-12-21T19:27:09Z","citation":{"apa":"Glöckner, H., &#38; Schmeding, A. (2022). Manifolds of mappings on Cartesian products. <i>Annals of Global Analysis and Geometry</i>, <i>61</i>(2), 359–398. <a href=\"https://doi.org/10.1007/s10455-021-09816-y\">https://doi.org/10.1007/s10455-021-09816-y</a>","bibtex":"@article{Glöckner_Schmeding_2022, title={Manifolds of mappings on Cartesian products}, volume={61}, DOI={<a href=\"https://doi.org/10.1007/s10455-021-09816-y\">10.1007/s10455-021-09816-y</a>}, number={2}, journal={Annals of Global Analysis and Geometry}, author={Glöckner, Helge and Schmeding, Alexander}, year={2022}, pages={359–398} }","mla":"Glöckner, Helge, and Alexander Schmeding. “Manifolds of Mappings on Cartesian Products.” <i>Annals of Global Analysis and Geometry</i>, vol. 61, no. 2, 2022, pp. 359–398, doi:<a href=\"https://doi.org/10.1007/s10455-021-09816-y\">10.1007/s10455-021-09816-y</a>.","short":"H. Glöckner, A. Schmeding, Annals of Global Analysis and Geometry 61 (2022) 359–398.","ama":"Glöckner H, Schmeding A. Manifolds of mappings on Cartesian products. <i>Annals of Global Analysis and Geometry</i>. 2022;61(2):359–398. doi:<a href=\"https://doi.org/10.1007/s10455-021-09816-y\">10.1007/s10455-021-09816-y</a>","chicago":"Glöckner, Helge, and Alexander Schmeding. “Manifolds of Mappings on Cartesian Products.” <i>Annals of Global Analysis and Geometry</i> 61, no. 2 (2022): 359–398. <a href=\"https://doi.org/10.1007/s10455-021-09816-y\">https://doi.org/10.1007/s10455-021-09816-y</a>.","ieee":"H. Glöckner and A. Schmeding, “Manifolds of mappings on Cartesian products,” <i>Annals of Global Analysis and Geometry</i>, vol. 61, no. 2, pp. 359–398, 2022, doi: <a href=\"https://doi.org/10.1007/s10455-021-09816-y\">10.1007/s10455-021-09816-y</a>."},"page":"359–398","intvolume":"        61","year":"2022","issue":"2","quality_controlled":"1","publication_identifier":{"issn":["0232-704X"]},"language":[{"iso":"eng"}],"article_type":"original","keyword":["58D15","22E65","26E15","26E20","46E40","46T20","58A05"],"user_id":"178","department":[{"_id":"10"},{"_id":"87"},{"_id":"93"}],"_id":"34791","status":"public","type":"journal_article","publication":"Annals of Global Analysis and Geometry"},{"language":[{"iso":"eng"}],"article_type":"original","department":[{"_id":"10"},{"_id":"87"},{"_id":"93"}],"user_id":"178","_id":"34796","status":"public","abstract":[{"lang":"eng","text":"We prove various results in infinite-dimensional differential calculus that relate the differentiability properties of functions and associated operator-valued functions (e.g., differentials). The results are applied in two areas: (1) in the theory of infinite-dimensional vector bundles, to construct new bundles from given ones, such as dual bundles, topological tensor products, infinite direct sums, and completions (under suitable hypotheses); (2) in the theory of locally convex Poisson vector spaces, to prove continuity of the Poisson bracket and continuity of passage from a function to the associated Hamiltonian vector field. Topological properties of topological vector spaces are essential for the studies, which allow the hypocontinuity of bilinear mappings to be exploited. Notably, we encounter kR-spaces and locally convex spaces E such that E&times;E is a kR-space."}],"publication":"Axioms","type":"journal_article","doi":"10.3390/axioms11050221","title":"Aspects of differential calculus related to infinite-dimensional vector bundles and Poisson vector spaces","volume":11,"author":[{"last_name":"Glöckner","id":"178","full_name":"Glöckner, Helge","first_name":"Helge"}],"date_created":"2022-12-21T20:02:29Z","date_updated":"2022-12-22T07:31:55Z","intvolume":"        11","citation":{"ama":"Glöckner H. Aspects of differential calculus related to infinite-dimensional vector bundles and Poisson vector spaces. <i>Axioms</i>. 2022;11(5). doi:<a href=\"https://doi.org/10.3390/axioms11050221\">10.3390/axioms11050221</a>","chicago":"Glöckner, Helge. “Aspects of Differential Calculus Related to Infinite-Dimensional Vector Bundles and Poisson Vector Spaces.” <i>Axioms</i> 11, no. 5 (2022). <a href=\"https://doi.org/10.3390/axioms11050221\">https://doi.org/10.3390/axioms11050221</a>.","ieee":"H. Glöckner, “Aspects of differential calculus related to infinite-dimensional vector bundles and Poisson vector spaces,” <i>Axioms</i>, vol. 11, no. 5, 2022, doi: <a href=\"https://doi.org/10.3390/axioms11050221\">10.3390/axioms11050221</a>.","apa":"Glöckner, H. (2022). Aspects of differential calculus related to infinite-dimensional vector bundles and Poisson vector spaces. <i>Axioms</i>, <i>11</i>(5). <a href=\"https://doi.org/10.3390/axioms11050221\">https://doi.org/10.3390/axioms11050221</a>","short":"H. Glöckner, Axioms 11 (2022).","mla":"Glöckner, Helge. “Aspects of Differential Calculus Related to Infinite-Dimensional Vector Bundles and Poisson Vector Spaces.” <i>Axioms</i>, vol. 11, no. 5, 2022, doi:<a href=\"https://doi.org/10.3390/axioms11050221\">10.3390/axioms11050221</a>.","bibtex":"@article{Glöckner_2022, title={Aspects of differential calculus related to infinite-dimensional vector bundles and Poisson vector spaces}, volume={11}, DOI={<a href=\"https://doi.org/10.3390/axioms11050221\">10.3390/axioms11050221</a>}, number={5}, journal={Axioms}, author={Glöckner, Helge}, year={2022} }"},"year":"2022","issue":"5","quality_controlled":"1","publication_identifier":{"issn":["2075-1680"]}}]