[{"doi":"10.1109/vnc.2018.8628350","date_updated":"2022-01-06T06:51:15Z","_id":"11985","year":"2019","citation":{"ieee":"F. Bronner and C. Sommer, “Efficient Multi-Channel Simulation of Wireless Communications,” in 2018 IEEE Vehicular Networking Conference (VNC), 2019.","short":"F. Bronner, C. Sommer, in: 2018 IEEE Vehicular Networking Conference (VNC), 2019.","bibtex":"@inproceedings{Bronner_Sommer_2019, title={Efficient Multi-Channel Simulation of Wireless Communications}, DOI={10.1109/vnc.2018.8628350}, booktitle={2018 IEEE Vehicular Networking Conference (VNC)}, author={Bronner, Fabian and Sommer, Christoph}, year={2019} }","mla":"Bronner, Fabian, and Christoph Sommer. “Efficient Multi-Channel Simulation of Wireless Communications.” 2018 IEEE Vehicular Networking Conference (VNC), 2019, doi:10.1109/vnc.2018.8628350.","apa":"Bronner, F., & Sommer, C. (2019). Efficient Multi-Channel Simulation of Wireless Communications. In 2018 IEEE Vehicular Networking Conference (VNC). https://doi.org/10.1109/vnc.2018.8628350","ama":"Bronner F, Sommer C. Efficient Multi-Channel Simulation of Wireless Communications. In: 2018 IEEE Vehicular Networking Conference (VNC). ; 2019. doi:10.1109/vnc.2018.8628350","chicago":"Bronner, Fabian, and Christoph Sommer. “Efficient Multi-Channel Simulation of Wireless Communications.” In 2018 IEEE Vehicular Networking Conference (VNC), 2019. https://doi.org/10.1109/vnc.2018.8628350."},"type":"conference","language":[{"iso":"eng"}],"title":"Efficient Multi-Channel Simulation of Wireless Communications","user_id":"49154","publication_status":"published","publication_identifier":{"isbn":["9781538694282"]},"status":"public","date_created":"2019-07-18T09:51:49Z","author":[{"last_name":"Bronner","first_name":"Fabian","full_name":"Bronner, Fabian"},{"last_name":"Sommer","id":"49154","first_name":"Christoph","full_name":"Sommer, Christoph","orcid":"0000-0002-4336-7350"}],"department":[{"_id":"589"}],"publication":"2018 IEEE Vehicular Networking Conference (VNC)"},{"language":[{"iso":"eng"}],"type":"book_chapter","citation":{"ieee":"P. Reinold et al., “Verkehrssimulation im Hardware-in-the-Loop-Steuergerätetest,” in Proceedings, Wiesbaden, 2019.","short":"P. Reinold, N. Meyer, D. Buse, F. Klingler, C. Sommer, F. Dressler, M. Eisenbarth, J. Andert, in: Proceedings, Wiesbaden, 2019.","mla":"Reinold, Peter, et al. “Verkehrssimulation Im Hardware-in-the-Loop-Steuergerätetest.” Proceedings, 2019, doi:10.1007/978-3-658-25294-6_15.","bibtex":"@inbook{Reinold_Meyer_Buse_Klingler_Sommer_Dressler_Eisenbarth_Andert_2019, place={Wiesbaden}, title={Verkehrssimulation im Hardware-in-the-Loop-Steuergerätetest}, DOI={10.1007/978-3-658-25294-6_15}, booktitle={Proceedings}, author={Reinold, Peter and Meyer, Norbert and Buse, Dominik and Klingler, Florian and Sommer, Christoph and Dressler, Falko and Eisenbarth, Markus and Andert, Jakob}, year={2019} }","ama":"Reinold P, Meyer N, Buse D, et al. Verkehrssimulation im Hardware-in-the-Loop-Steuergerätetest. In: Proceedings. Wiesbaden; 2019. doi:10.1007/978-3-658-25294-6_15","apa":"Reinold, P., Meyer, N., Buse, D., Klingler, F., Sommer, C., Dressler, F., … Andert, J. (2019). Verkehrssimulation im Hardware-in-the-Loop-Steuergerätetest. In Proceedings. Wiesbaden. https://doi.org/10.1007/978-3-658-25294-6_15","chicago":"Reinold, Peter, Norbert Meyer, Dominik Buse, Florian Klingler, Christoph Sommer, Falko Dressler, Markus Eisenbarth, and Jakob Andert. “Verkehrssimulation Im Hardware-in-the-Loop-Steuergerätetest.” In Proceedings. Wiesbaden, 2019. https://doi.org/10.1007/978-3-658-25294-6_15."},"year":"2019","doi":"10.1007/978-3-658-25294-6_15","_id":"12043","date_updated":"2022-01-06T06:51:16Z","status":"public","date_created":"2019-07-18T09:54:37Z","publication_identifier":{"isbn":["9783658252939","9783658252946"],"issn":["2198-7432","2198-7440"]},"publication_status":"published","author":[{"last_name":"Reinold","full_name":"Reinold, Peter","first_name":"Peter"},{"last_name":"Meyer","full_name":"Meyer, Norbert","first_name":"Norbert"},{"last_name":"Buse","first_name":"Dominik","full_name":"Buse, Dominik"},{"first_name":"Florian","full_name":"Klingler, Florian","last_name":"Klingler"},{"last_name":"Sommer","id":"49154","first_name":"Christoph","orcid":"0000-0002-4336-7350","full_name":"Sommer, Christoph"},{"full_name":"Dressler, Falko","first_name":"Falko","last_name":"Dressler"},{"full_name":"Eisenbarth, Markus","first_name":"Markus","last_name":"Eisenbarth"},{"last_name":"Andert","first_name":"Jakob","full_name":"Andert, Jakob"}],"department":[{"_id":"589"}],"publication":"Proceedings","user_id":"49154","title":"Verkehrssimulation im Hardware-in-the-Loop-Steuergerätetest","place":"Wiesbaden"},{"place":"Cham","title":"Veins: The Open Source Vehicular Network Simulation Framework","user_id":"49154","author":[{"last_name":"Sommer","id":"49154","first_name":"Christoph","orcid":"0000-0002-4336-7350","full_name":"Sommer, Christoph"},{"last_name":"Eckhoff","full_name":"Eckhoff, David","first_name":"David"},{"first_name":"Alexander","full_name":"Brummer, Alexander","last_name":"Brummer"},{"first_name":"Dominik S.","full_name":"Buse, Dominik S.","last_name":"Buse"},{"last_name":"Hagenauer","first_name":"Florian","full_name":"Hagenauer, Florian"},{"first_name":"Stefan","full_name":"Joerer, Stefan","last_name":"Joerer"},{"last_name":"Segata","first_name":"Michele","full_name":"Segata, Michele"}],"publication":"Recent Advances in Network Simulation","department":[{"_id":"589"}],"publication_status":"published","publication_identifier":{"issn":["2522-8595","2522-8609"],"isbn":["9783030128418","9783030128425"]},"status":"public","date_created":"2019-07-18T09:55:53Z","date_updated":"2022-01-06T06:51:16Z","_id":"12072","doi":"10.1007/978-3-030-12842-5_6","year":"2019","type":"book_chapter","citation":{"ama":"Sommer C, Eckhoff D, Brummer A, et al. Veins: The Open Source Vehicular Network Simulation Framework. In: Recent Advances in Network Simulation. Cham; 2019. doi:10.1007/978-3-030-12842-5_6","apa":"Sommer, C., Eckhoff, D., Brummer, A., Buse, D. S., Hagenauer, F., Joerer, S., & Segata, M. (2019). Veins: The Open Source Vehicular Network Simulation Framework. In Recent Advances in Network Simulation. Cham. https://doi.org/10.1007/978-3-030-12842-5_6","chicago":"Sommer, Christoph, David Eckhoff, Alexander Brummer, Dominik S. Buse, Florian Hagenauer, Stefan Joerer, and Michele Segata. “Veins: The Open Source Vehicular Network Simulation Framework.” In Recent Advances in Network Simulation. Cham, 2019. https://doi.org/10.1007/978-3-030-12842-5_6.","mla":"Sommer, Christoph, et al. “Veins: The Open Source Vehicular Network Simulation Framework.” Recent Advances in Network Simulation, 2019, doi:10.1007/978-3-030-12842-5_6.","bibtex":"@inbook{Sommer_Eckhoff_Brummer_Buse_Hagenauer_Joerer_Segata_2019, place={Cham}, title={Veins: The Open Source Vehicular Network Simulation Framework}, DOI={10.1007/978-3-030-12842-5_6}, booktitle={Recent Advances in Network Simulation}, author={Sommer, Christoph and Eckhoff, David and Brummer, Alexander and Buse, Dominik S. and Hagenauer, Florian and Joerer, Stefan and Segata, Michele}, year={2019} }","short":"C. Sommer, D. Eckhoff, A. Brummer, D.S. Buse, F. Hagenauer, S. Joerer, M. Segata, in: Recent Advances in Network Simulation, Cham, 2019.","ieee":"C. Sommer et al., “Veins: The Open Source Vehicular Network Simulation Framework,” in Recent Advances in Network Simulation, Cham, 2019."},"language":[{"iso":"eng"}]},{"date_updated":"2022-01-06T06:51:16Z","_id":"12076","language":[{"iso":"eng"}],"page":"885--888","type":"conference","year":"2019","citation":{"bibtex":"@inproceedings{Yigitbas_Heindörfer_Engels_2019, title={A Context-aware Virtual Reality First Aid Training Application}, booktitle={Proceedings of the Mensch und Computer 2019 (MuC ’19)}, publisher={ACM}, author={Yigitbas, Enes and Heindörfer, Joshua and Engels, Gregor}, year={2019}, pages={885--888} }","mla":"Yigitbas, Enes, et al. “A Context-Aware Virtual Reality First Aid Training Application.” Proceedings of the Mensch Und Computer 2019 (MuC ’19), ACM, 2019, pp. 885--888.","ama":"Yigitbas E, Heindörfer J, Engels G. A Context-aware Virtual Reality First Aid Training Application. In: Proceedings of the Mensch Und Computer 2019 (MuC ’19). ACM; 2019:885--888.","apa":"Yigitbas, E., Heindörfer, J., & Engels, G. (2019). A Context-aware Virtual Reality First Aid Training Application. In Proceedings of the Mensch und Computer 2019 (MuC ’19) (pp. 885--888). ACM.","chicago":"Yigitbas, Enes, Joshua Heindörfer, and Gregor Engels. “A Context-Aware Virtual Reality First Aid Training Application.” In Proceedings of the Mensch Und Computer 2019 (MuC ’19), 885--888. ACM, 2019.","ieee":"E. Yigitbas, J. Heindörfer, and G. Engels, “A Context-aware Virtual Reality First Aid Training Application,” in Proceedings of the Mensch und Computer 2019 (MuC ’19), 2019, pp. 885--888.","short":"E. Yigitbas, J. Heindörfer, G. Engels, in: Proceedings of the Mensch Und Computer 2019 (MuC ’19), ACM, 2019, pp. 885--888."},"user_id":"8447","title":"A Context-aware Virtual Reality First Aid Training Application","date_created":"2019-07-18T13:59:33Z","status":"public","publication":"Proceedings of the Mensch und Computer 2019 (MuC ’19)","department":[{"_id":"66"},{"_id":"534"}],"author":[{"id":"8447","last_name":"Yigitbas","orcid":"0000-0002-5967-833X","full_name":"Yigitbas, Enes","first_name":"Enes"},{"last_name":"Heindörfer","full_name":"Heindörfer, Joshua","first_name":"Joshua"},{"first_name":"Gregor","full_name":"Engels, Gregor","last_name":"Engels","id":"107"}],"publisher":"ACM"},{"author":[{"id":"22671","last_name":"Hoppe","full_name":"Hoppe, Thomas","first_name":"Thomas"},{"last_name":"Rechbauer","first_name":"Martina","full_name":"Rechbauer, Martina"},{"full_name":"Sturm, Susann","first_name":"Susann","last_name":"Sturm"}],"file_date_updated":"2019-07-18T22:05:23Z","department":[{"_id":"187"}],"file":[{"date_created":"2019-07-18T22:05:23Z","file_name":"Hoppe Rechbauer Sturm 2019.pdf","access_level":"closed","file_size":679552,"file_id":"12078","creator":"hoppet","content_type":"application/pdf","date_updated":"2019-07-18T22:05:23Z","relation":"main_file","success":1}],"publication_status":"submitted","has_accepted_license":"1","status":"public","date_created":"2019-07-18T22:07:02Z","project":[{"_id":"37","name":"Der Einfluss von steuerlicher Regulierung auf multinationale Unternehmen","grant_number":"P01"}],"abstract":[{"lang":"ger","text":"Die Komplexität von Steuersystemen gewinnt in der Debatte um den internationalen Steuerwettbewerb zunehmend an Bedeutung. Im vorliegenden Beitrag erfolgt, basierend auf den Daten, die dem Tax Complexity Index (www.taxcomplexity.org) zugrunde liegen, eine umfassende Gegenüberstellung der Komplexität der Steuersysteme von Deutschland und Öster-reich unter Berücksichtigung der Mittelwerte aller Länder. Die Steuergesetze weisen sowohl in Deutschland als auch in Österreich einen verhältnismäßig hohen Grad an Komplexität auf. Bei den steuerlichen Rahmenbedingungen fällt der Grad an Komplexität in beiden Ländern dagegen niedrig aus, wobei Österreich im Durchschnitt weniger komplex ist als Deutschland."}],"ddc":["330"],"title":"Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo","user_id":"68607","year":"2019","citation":{"mla":"Hoppe, Thomas, et al. Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo.","bibtex":"@book{Hoppe_Rechbauer_Sturm, title={Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo}, author={Hoppe, Thomas and Rechbauer, Martina and Sturm, Susann} }","apa":"Hoppe, T., Rechbauer, M., & Sturm, S. (n.d.). Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo.","ama":"Hoppe T, Rechbauer M, Sturm S. Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo.","chicago":"Hoppe, Thomas, Martina Rechbauer, and Susann Sturm. Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo, n.d.","ieee":"T. Hoppe, M. Rechbauer, and S. Sturm, Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo. .","short":"T. Hoppe, M. Rechbauer, S. Sturm, Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo, n.d."},"type":"working_paper","language":[{"iso":"ger"}],"_id":"12077","date_updated":"2022-01-06T06:51:17Z"},{"_id":"12870","date_updated":"2022-01-06T06:51:20Z","doi":"10.1007/978-3-030-39479-0_9","page":"120 - 137","citation":{"ieee":"B. Feldkord, T. Knollmann, M. Malatyali, and F. Meyer auf der Heide, “Managing Multiple Mobile Resources,” in Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA), 2019, pp. 120–137.","short":"B. Feldkord, T. Knollmann, M. Malatyali, F. Meyer auf der Heide, in: Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA), Springer, 2019, pp. 120–137.","bibtex":"@inproceedings{Feldkord_Knollmann_Malatyali_Meyer auf der Heide_2019, title={Managing Multiple Mobile Resources}, DOI={10.1007/978-3-030-39479-0_9}, booktitle={Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA)}, publisher={Springer}, author={Feldkord, Björn and Knollmann, Till and Malatyali, Manuel and Meyer auf der Heide, Friedhelm}, year={2019}, pages={120–137} }","mla":"Feldkord, Björn, et al. “Managing Multiple Mobile Resources.” Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA), Springer, 2019, pp. 120–37, doi:10.1007/978-3-030-39479-0_9.","chicago":"Feldkord, Björn, Till Knollmann, Manuel Malatyali, and Friedhelm Meyer auf der Heide. “Managing Multiple Mobile Resources.” In Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA), 120–37. Springer, 2019. https://doi.org/10.1007/978-3-030-39479-0_9.","ama":"Feldkord B, Knollmann T, Malatyali M, Meyer auf der Heide F. Managing Multiple Mobile Resources. In: Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA). Springer; 2019:120-137. doi:10.1007/978-3-030-39479-0_9","apa":"Feldkord, B., Knollmann, T., Malatyali, M., & Meyer auf der Heide, F. (2019). Managing Multiple Mobile Resources. In Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA) (pp. 120–137). Springer. https://doi.org/10.1007/978-3-030-39479-0_9"},"type":"conference","year":"2019","language":[{"iso":"eng"}],"external_id":{"arxiv":["1907.09834"]},"title":"Managing Multiple Mobile Resources","user_id":"22704","publication":"Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA)","department":[{"_id":"63"}],"publisher":"Springer","author":[{"full_name":"Feldkord, Björn","first_name":"Björn","id":"22704","last_name":"Feldkord"},{"last_name":"Knollmann","id":"39241","first_name":"Till","full_name":"Knollmann, Till","orcid":"0000-0003-2014-4696"},{"last_name":"Malatyali","full_name":"Malatyali, Manuel","first_name":"Manuel"},{"first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide","id":"15523"}],"publication_status":"published","date_created":"2019-07-22T09:00:05Z","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area A","_id":"2"},{"_id":"5","name":"SFB 901 - Subproject A1"}],"status":"public"},{"date_updated":"2022-01-06T06:51:21Z","_id":"12874","oa":"1","language":[{"iso":"eng"}],"citation":{"mla":"Drude, Lukas, et al. “Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation.” ICASSP 2019, Brighton, UK, 2019.","bibtex":"@inproceedings{Drude_Hasenklever_Haeb-Umbach_2019, title={Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation}, booktitle={ICASSP 2019, Brighton, UK}, author={Drude, Lukas and Hasenklever, Daniel and Haeb-Umbach, Reinhold}, year={2019} }","apa":"Drude, L., Hasenklever, D., & Haeb-Umbach, R. (2019). Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation. In ICASSP 2019, Brighton, UK.","ama":"Drude L, Hasenklever D, Haeb-Umbach R. Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation. In: ICASSP 2019, Brighton, UK. ; 2019.","chicago":"Drude, Lukas, Daniel Hasenklever, and Reinhold Haeb-Umbach. “Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation.” In ICASSP 2019, Brighton, UK, 2019.","ieee":"L. Drude, D. Hasenklever, and R. Haeb-Umbach, “Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation,” in ICASSP 2019, Brighton, UK, 2019.","short":"L. Drude, D. Hasenklever, R. Haeb-Umbach, in: ICASSP 2019, Brighton, UK, 2019."},"year":"2019","type":"conference","abstract":[{"text":"We propose a training scheme to train neural network-based source separation algorithms from scratch when parallel clean data is unavailable. In particular, we demonstrate that an unsupervised spatial clustering algorithm is sufficient to guide the training of a deep clustering system. We argue that previous work on deep clustering requires strong supervision and elaborate on why this is a limitation. We demonstrate that (a) the single-channel deep clustering system trained according to the proposed scheme alone is able to achieve a similar performance as the multi-channel teacher in terms of word error rates and (b) initializing the spatial clustering approach with the deep clustering result yields a relative word error rate reduction of 26% over the unsupervised teacher.","lang":"eng"}],"user_id":"59789","title":"Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation","ddc":["000"],"file":[{"creator":"huesera","file_id":"12925","file_size":368225,"relation":"main_file","date_updated":"2019-08-14T07:19:13Z","content_type":"application/pdf","file_name":"ICASSP_2019_Drude_Paper.pdf","date_created":"2019-08-14T07:19:13Z","access_level":"open_access"}],"author":[{"first_name":"Lukas","full_name":"Drude, Lukas","last_name":"Drude","id":"11213"},{"first_name":"Daniel","full_name":"Hasenklever, Daniel","last_name":"Hasenklever"},{"last_name":"Haeb-Umbach","id":"242","first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold"}],"publication":"ICASSP 2019, Brighton, UK","department":[{"_id":"54"}],"file_date_updated":"2019-08-14T07:19:13Z","has_accepted_license":"1","status":"public","date_created":"2019-07-23T07:37:54Z","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}]},{"author":[{"id":"9168","last_name":"Heymann","full_name":"Heymann, Jahn","first_name":"Jahn"},{"id":"11213","last_name":"Drude","full_name":"Drude, Lukas","first_name":"Lukas"},{"full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold","id":"242","last_name":"Haeb-Umbach"},{"last_name":"Kinoshita","full_name":"Kinoshita, Keisuke","first_name":"Keisuke"},{"full_name":"Nakatani, Tomohiro","first_name":"Tomohiro","last_name":"Nakatani"}],"publication":"ICASSP 2019, Brighton, UK","department":[{"_id":"54"}],"file_date_updated":"2019-12-17T07:28:06Z","file":[{"creator":"huesera","file_id":"15334","file_size":199109,"relation":"main_file","date_updated":"2019-12-17T07:28:06Z","content_type":"application/pdf","date_created":"2019-12-17T07:28:06Z","file_name":"ICASSP_2019_Heymann_Paper.pdf","access_level":"open_access"}],"has_accepted_license":"1","status":"public","date_created":"2019-07-23T07:42:26Z","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"abstract":[{"text":"Signal dereverberation using the Weighted Prediction Error (WPE) method has been proven to be an effective means to raise the accuracy of far-field speech recognition. First proposed as an iterative algorithm, follow-up works have reformulated it as a recursive least squares algorithm and therefore enabled its use in online applications. For this algorithm, the estimation of the power spectral density (PSD) of the anechoic signal plays an important role and strongly influences its performance. Recently, we showed that using a neural network PSD estimator leads to improved performance for online automatic speech recognition. This, however, comes at a price. To train the network, we require parallel data, i.e., utterances simultaneously available in clean and reverberated form. Here we propose to overcome this limitation by training the network jointly with the acoustic model of the speech recognizer. To be specific, the gradients computed from the cross-entropy loss between the target senone sequence and the acoustic model network output is backpropagated through the complex-valued dereverberation filter estimation to the neural network for PSD estimation. Evaluation on two databases demonstrates improved performance for on-line processing scenarios while imposing fewer requirements on the available training data and thus widening the range of applications.","lang":"eng"}],"ddc":["000"],"title":"Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR","user_id":"59789","year":"2019","citation":{"ama":"Heymann J, Drude L, Haeb-Umbach R, Kinoshita K, Nakatani T. Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR. In: ICASSP 2019, Brighton, UK. ; 2019.","apa":"Heymann, J., Drude, L., Haeb-Umbach, R., Kinoshita, K., & Nakatani, T. (2019). Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR. In ICASSP 2019, Brighton, UK.","chicago":"Heymann, Jahn, Lukas Drude, Reinhold Haeb-Umbach, Keisuke Kinoshita, and Tomohiro Nakatani. “Joint Optimization of Neural Network-Based WPE Dereverberation and Acoustic Model for Robust Online ASR.” In ICASSP 2019, Brighton, UK, 2019.","mla":"Heymann, Jahn, et al. “Joint Optimization of Neural Network-Based WPE Dereverberation and Acoustic Model for Robust Online ASR.” ICASSP 2019, Brighton, UK, 2019.","bibtex":"@inproceedings{Heymann_Drude_Haeb-Umbach_Kinoshita_Nakatani_2019, title={Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR}, booktitle={ICASSP 2019, Brighton, UK}, author={Heymann, Jahn and Drude, Lukas and Haeb-Umbach, Reinhold and Kinoshita, Keisuke and Nakatani, Tomohiro}, year={2019} }","short":"J. Heymann, L. Drude, R. Haeb-Umbach, K. Kinoshita, T. Nakatani, in: ICASSP 2019, Brighton, UK, 2019.","ieee":"J. Heymann, L. Drude, R. Haeb-Umbach, K. Kinoshita, and T. Nakatani, “Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR,” in ICASSP 2019, Brighton, UK, 2019."},"type":"conference","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:22Z","_id":"12875","oa":"1"},{"type":"conference","citation":{"ama":"Kurz G, Gilitschenski I, Pfaff F, et al. Directional Statistics and Filtering Using libDirectional. In: Journal of Statistical Software 89(4). ; 2019.","apa":"Kurz, G., Gilitschenski, I., Pfaff, F., Drude, L., Hanebeck, U. D., Haeb-Umbach, R., & Siegwart, R. Y. (2019). Directional Statistics and Filtering Using libDirectional. In Journal of Statistical Software 89(4).","chicago":"Kurz, Gerhard, Igor Gilitschenski, Florian Pfaff, Lukas Drude, Uwe D. Hanebeck, Reinhold Haeb-Umbach, and Roland Y. Siegwart. “Directional Statistics and Filtering Using LibDirectional.” In Journal of Statistical Software 89(4), 2019.","mla":"Kurz, Gerhard, et al. “Directional Statistics and Filtering Using LibDirectional.” Journal of Statistical Software 89(4), 2019.","bibtex":"@inproceedings{Kurz_Gilitschenski_Pfaff_Drude_Hanebeck_Haeb-Umbach_Siegwart_2019, title={Directional Statistics and Filtering Using libDirectional}, booktitle={Journal of Statistical Software 89(4)}, author={Kurz, Gerhard and Gilitschenski, Igor and Pfaff, Florian and Drude, Lukas and Hanebeck, Uwe D. and Haeb-Umbach, Reinhold and Siegwart, Roland Y.}, year={2019} }","short":"G. Kurz, I. Gilitschenski, F. Pfaff, L. Drude, U.D. Hanebeck, R. Haeb-Umbach, R.Y. Siegwart, in: Journal of Statistical Software 89(4), 2019.","ieee":"G. Kurz et al., “Directional Statistics and Filtering Using libDirectional,” in Journal of Statistical Software 89(4), 2019."},"year":"2019","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:22Z","_id":"12876","oa":"1","publication":"Journal of Statistical Software 89(4)","file_date_updated":"2019-08-14T07:16:05Z","department":[{"_id":"54"}],"author":[{"full_name":"Kurz, Gerhard","first_name":"Gerhard","last_name":"Kurz"},{"full_name":"Gilitschenski, Igor","first_name":"Igor","last_name":"Gilitschenski"},{"first_name":"Florian","full_name":"Pfaff, Florian","last_name":"Pfaff"},{"id":"11213","last_name":"Drude","full_name":"Drude, Lukas","first_name":"Lukas"},{"first_name":"Uwe D.","full_name":"Hanebeck, Uwe D.","last_name":"Hanebeck"},{"last_name":"Haeb-Umbach","id":"242","first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold"},{"first_name":"Roland Y.","full_name":"Siegwart, Roland Y.","last_name":"Siegwart"}],"file":[{"date_created":"2019-08-14T07:16:05Z","file_name":"JournalofStatisticalSoftware_2019_Drude_Paper.pdf","access_level":"open_access","creator":"huesera","file_id":"12923","file_size":1522964,"relation":"main_file","date_updated":"2019-08-14T07:16:05Z","content_type":"application/pdf"}],"date_created":"2019-07-23T07:44:59Z","has_accepted_license":"1","status":"public","abstract":[{"lang":"eng","text":"In this paper, we present libDirectional, a MATLAB library for directional statistics and directional estimation. It supports a variety of commonly used distributions on the unit circle, such as the von Mises, wrapped normal, and wrapped Cauchy distributions. Furthermore, various distributions on higher-dimensional manifolds such as the unit hypersphere and the hypertorus are available. Based on these distributions, several recursive filtering algorithms in libDirectional allow estimation on these manifolds. The functionality is implemented in a clear, well-documented, and object-oriented structure that is both easy to use and easy to extend."}],"ddc":["000"],"title":"Directional Statistics and Filtering Using libDirectional","user_id":"59789"},{"date_created":"2019-07-24T07:25:01Z","project":[{"name":"Akustische Sensornetzwerke - Teilprojekt ","_id":"27"},{"name":"Akustische Sensornetzwerke - Teilprojekt \"Verteilte akustische Signalverarbeitung über funkbasierte Sensornetzwerke","_id":"27"}],"status":"public","publication":"2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019)","department":[{"_id":"75"}],"author":[{"first_name":"Michael","full_name":"Guenther, Michael","last_name":"Guenther"},{"last_name":"Afifi","id":"65718","first_name":"Haitham","full_name":"Afifi, Haitham"},{"full_name":"Brendel, Andreas","first_name":"Andreas","last_name":"Brendel"},{"first_name":"Holger","full_name":"Karl, Holger","last_name":"Karl","id":"126"},{"last_name":"Kellermann","first_name":"Walter","full_name":"Kellermann, Walter"}],"title":"Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks","user_id":"65718","abstract":[{"text":"By distributing the computational load over the nodes of a Wireless Acoustic Sensor Network (WASN), the real-time capability of the TRINICON (TRIple-N-Independent component analysis for CONvolutive mixtures) framework for Blind Source Separation (BSS) can be ensured, even if the individual network nodes are not powerful enough to run TRINICON in real-time by themselves. To optimally utilize the limited computing power and data rate in WASNs, the MARVELO (Multicast-Aware Routing for Virtual network Embedding with Loops in Overlays) framework is expanded for use with TRINICON, while a feature-based selection scheme is proposed to exploit the most beneficial parts of the input signal for adapting the demixing system. The simulation results of realistic scenarios show only a minor degradation of the separation performance even in heavily resource-limited situations.","lang":"eng"}],"place":"New Paltz, USA","year":"2019","citation":{"ama":"Guenther M, Afifi H, Brendel A, Karl H, Kellermann W. Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks. In: 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019). New Paltz, USA; 2019.","apa":"Guenther, M., Afifi, H., Brendel, A., Karl, H., & Kellermann, W. (2019). Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks. In 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019). New Paltz, USA.","chicago":"Guenther, Michael, Haitham Afifi, Andreas Brendel, Holger Karl, and Walter Kellermann. “Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks.” In 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019). New Paltz, USA, 2019.","bibtex":"@inproceedings{Guenther_Afifi_Brendel_Karl_Kellermann_2019, place={New Paltz, USA}, title={Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks}, booktitle={2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019)}, author={Guenther, Michael and Afifi, Haitham and Brendel, Andreas and Karl, Holger and Kellermann, Walter}, year={2019} }","mla":"Guenther, Michael, et al. “Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks.” 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019), 2019.","short":"M. Guenther, H. Afifi, A. Brendel, H. Karl, W. Kellermann, in: 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019), New Paltz, USA, 2019.","ieee":"M. Guenther, H. Afifi, A. Brendel, H. Karl, and W. Kellermann, “Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks,” in 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019), 2019."},"type":"conference","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:22Z","_id":"12880"},{"type":"conference","year":"2019","citation":{"ieee":"H. Afifi and H. Karl, “An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding,” in 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19), 2019.","short":"H. Afifi, H. Karl, in: 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19), Paris, France, 2019.","mla":"Afifi, Haitham, and Holger Karl. “An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding.” 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19), 2019.","bibtex":"@inproceedings{Afifi_Karl_2019, place={Paris, France}, title={An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding}, booktitle={2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19)}, author={Afifi, Haitham and Karl, Holger}, year={2019} }","apa":"Afifi, H., & Karl, H. (2019). An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding. In 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19). Paris, France.","ama":"Afifi H, Karl H. An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding. In: 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19). Paris, France; 2019.","chicago":"Afifi, Haitham, and Holger Karl. “An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding.” In 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19). Paris, France, 2019."},"language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:22Z","_id":"12881","status":"public","project":[{"_id":"27","name":"Akustische Sensornetzwerke - Teilprojekt \"Verteilte akustische Signalverarbeitung über funkbasierte Sensornetzwerke"}],"date_created":"2019-07-24T07:25:28Z","author":[{"full_name":"Afifi, Haitham","first_name":"Haitham","id":"65718","last_name":"Afifi"},{"id":"126","last_name":"Karl","full_name":"Karl, Holger","first_name":"Holger"}],"department":[{"_id":"75"}],"publication":"2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC'19)","title":"An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding","user_id":"65718","place":"Paris, France","abstract":[{"text":"Internet of Things (IoT) applications witness an exceptional evolution of traffic demands, while existing protocols, as seen in wireless sensor networks (WSNs), struggle to cope with these demands. Traditional protocols rely on finding a routing path between sensors generating data and sinks acting as gateway or databases. Meanwhile, the network will suffer from high collisions in case of high data rates. In this context, in-network processing solutions are used to leverage the wireless nodes' computations, by distributing processing tasks on the nodes along the routing path. Although in-network processing solutions are very popular in wired networks (e.g., data centers and wide area networks), there are many challenges to adopt these solutions in wireless networks, due to the interference problem. In this paper, we solve the problem of routing and task distribution jointly using a greedy Virtual Network Embedding (VNE) algorithm, and consider power control as well. Through simulations, we compare the proposed algorithm to optimal solutions and show that it achieves good results in terms of delay. Moreover, we discuss its sub-optimality by driving tight lower bounds and loose upper bounds. We also compare our solution with another wireless VNE solution to show the trade-off between delay and symbol error rate.","lang":"eng"}]},{"_id":"12882","type":"conference","year":"2019","citation":{"mla":"Afifi, Haitham, et al. “A Rapid Prototyping for Wireless Virtual Network Embedding Using MARVELO.” 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo), 2019.","bibtex":"@inproceedings{Afifi_Karl_Eikenberg_Mueller_Gansel_Makejkin_Hannemann_Schellenberg_2019, place={Marrakech, Morocco}, title={A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO}, booktitle={2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo)}, author={Afifi, Haitham and Karl, Holger and Eikenberg, Sebastian and Mueller, Arnold and Gansel, Lars and Makejkin, Alexander and Hannemann, Kai and Schellenberg, Rafael}, year={2019} }","apa":"Afifi, H., Karl, H., Eikenberg, S., Mueller, A., Gansel, L., Makejkin, A., … Schellenberg, R. (2019). A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO. In 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo). Marrakech, Morocco.","ama":"Afifi H, Karl H, Eikenberg S, et al. A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO. In: 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo). Marrakech, Morocco; 2019.","chicago":"Afifi, Haitham, Holger Karl, Sebastian Eikenberg, Arnold Mueller, Lars Gansel, Alexander Makejkin, Kai Hannemann, and Rafael Schellenberg. “A Rapid Prototyping for Wireless Virtual Network Embedding Using MARVELO.” In 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo). Marrakech, Morocco, 2019.","ieee":"H. Afifi et al., “A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO,” in 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo), 2019.","short":"H. Afifi, H. Karl, S. Eikenberg, A. Mueller, L. Gansel, A. Makejkin, K. Hannemann, R. Schellenberg, in: 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo), Marrakech, Morocco, 2019."},"abstract":[{"text":"One of the major challenges in implementing wireless virtualization is the resource discovery. This is particularly important for the embedding-algorithms that are used to distribute the tasks to nodes. MARVELO is a prototype framework for executing different distributed algorithms on the top of a wireless (802.11) ad-hoc network. The aim of MARVELO is to select the nodes for running the algorithms and to define the routing between the nodes. Hence, it also supports monitoring functionalities to collect information about the available resources and to assist in profiling the algorithms. The objective of this demo is to show how MAVRLEO distributes tasks in an ad-hoc network, based on a feedback from our monitoring tool. Additionally, we explain the work-flow, composition and execution of the framework.","lang":"eng"}],"user_id":"65718","ddc":["006"],"file":[{"content_type":"application/pdf","date_updated":"2021-01-30T12:42:31Z","relation":"main_file","file_size":102976,"file_id":"21113","creator":"hafifi","access_level":"open_access","file_name":"demo.pdf","date_created":"2021-01-30T12:39:43Z"}],"keyword":["WSN","virtualization","VNE"],"file_date_updated":"2021-01-30T12:42:31Z","publication":"2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo)","author":[{"last_name":"Afifi","id":"65718","first_name":"Haitham","full_name":"Afifi, Haitham"},{"id":"126","last_name":"Karl","full_name":"Karl, Holger","first_name":"Holger"},{"last_name":"Eikenberg","full_name":"Eikenberg, Sebastian","first_name":"Sebastian"},{"first_name":"Arnold","full_name":"Mueller, Arnold","last_name":"Mueller"},{"full_name":"Gansel, Lars","first_name":"Lars","last_name":"Gansel"},{"last_name":"Makejkin","first_name":"Alexander","full_name":"Makejkin, Alexander"},{"full_name":"Hannemann, Kai","first_name":"Kai","last_name":"Hannemann"},{"first_name":"Rafael","full_name":"Schellenberg, Rafael","last_name":"Schellenberg"}],"date_created":"2019-07-24T07:28:45Z","has_accepted_license":"1","status":"public","date_updated":"2022-01-06T06:51:22Z","oa":"1","language":[{"iso":"eng"}],"place":"Marrakech, Morocco","title":"A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO","department":[{"_id":"75"}],"project":[{"_id":"27","name":"Akustische Sensornetzwerke - Teilprojekt "}]},{"year":"2019","citation":{"bibtex":"@book{Haltermann_2019, title={Analyzing Data Usage in Array Programs}, author={Haltermann, Jan Frederik}, year={2019} }","mla":"Haltermann, Jan Frederik. Analyzing Data Usage in Array Programs. 2019.","chicago":"Haltermann, Jan Frederik. Analyzing Data Usage in Array Programs, 2019.","apa":"Haltermann, J. F. (2019). Analyzing Data Usage in Array Programs.","ama":"Haltermann JF. Analyzing Data Usage in Array Programs.; 2019.","ieee":"J. F. Haltermann, Analyzing Data Usage in Array Programs. 2019.","short":"J.F. Haltermann, Analyzing Data Usage in Array Programs, 2019."},"type":"mastersthesis","language":[{"iso":"eng"}],"supervisor":[{"full_name":"Wehrheim, Heike","first_name":"Heike","id":"573","last_name":"Wehrheim"}],"_id":"12885","date_updated":"2022-01-06T06:51:23Z","author":[{"id":"44413","last_name":"Haltermann","full_name":"Haltermann, Jan Frederik","first_name":"Jan Frederik"}],"file_date_updated":"2019-07-24T07:44:29Z","department":[{"_id":"77"}],"file":[{"success":1,"relation":"main_file","date_updated":"2019-07-24T07:44:29Z","content_type":"application/pdf","file_id":"12886","creator":"jfh","file_size":1344093,"access_level":"closed","date_created":"2019-07-24T07:44:29Z","file_name":"Thesis_Haltermann.pdf"}],"has_accepted_license":"1","status":"public","date_created":"2019-07-24T08:06:11Z","ddc":["000"],"title":"Analyzing Data Usage in Array Programs","user_id":"44413"},{"title":"A Model-based Framework for Context-aware Augmented Reality Applications ","user_id":"8447","date_created":"2019-07-26T06:56:00Z","status":"public","department":[{"_id":"66"},{"_id":"534"}],"publication":"Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019)","author":[{"orcid":"0000-0002-5967-833X","full_name":"Yigitbas, Enes","first_name":"Enes","id":"8447","last_name":"Yigitbas"},{"id":"39187","last_name":"Jovanovikj","orcid":"https://orcid.org/0000-0002-1838-794X","full_name":"Jovanovikj, Ivan","first_name":"Ivan"},{"id":"447","last_name":"Sauer","full_name":"Sauer, Stefan","first_name":"Stefan"},{"first_name":"Gregor","full_name":"Engels, Gregor","last_name":"Engels","id":"107"}],"date_updated":"2022-01-06T06:51:23Z","_id":"12889","year":"2019","citation":{"chicago":"Yigitbas, Enes, Ivan Jovanovikj, Stefan Sauer, and Gregor Engels. “A Model-Based Framework for Context-Aware Augmented Reality Applications .” In Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019), 2019.","apa":"Yigitbas, E., Jovanovikj, I., Sauer, S., & Engels, G. (2019). A Model-based Framework for Context-aware Augmented Reality Applications . In Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019).","ama":"Yigitbas E, Jovanovikj I, Sauer S, Engels G. A Model-based Framework for Context-aware Augmented Reality Applications . In: Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019). ; 2019.","mla":"Yigitbas, Enes, et al. “A Model-Based Framework for Context-Aware Augmented Reality Applications .” Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019), 2019.","bibtex":"@inproceedings{Yigitbas_Jovanovikj_Sauer_Engels_2019, title={A Model-based Framework for Context-aware Augmented Reality Applications }, booktitle={Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019)}, author={Yigitbas, Enes and Jovanovikj, Ivan and Sauer, Stefan and Engels, Gregor}, year={2019} }","short":"E. Yigitbas, I. Jovanovikj, S. Sauer, G. Engels, in: Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019), 2019.","ieee":"E. Yigitbas, I. Jovanovikj, S. Sauer, and G. Engels, “A Model-based Framework for Context-aware Augmented Reality Applications ,” in Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019), 2019."},"type":"conference","language":[{"iso":"eng"}]},{"file":[{"relation":"main_file","date_updated":"2019-08-14T07:11:22Z","content_type":"application/pdf","file_id":"12903","creator":"huesera","file_size":967424,"access_level":"open_access","date_created":"2019-08-07T07:12:21Z","file_name":"IEEE Jounal_2019_Drude_Paper.pdf"}],"publication":"IEEE Journal of Selected Topics in Signal Processing","file_date_updated":"2019-08-14T07:11:22Z","author":[{"id":"11213","last_name":"Drude","full_name":"Drude, Lukas","first_name":"Lukas"},{"id":"242","last_name":"Haeb-Umbach","full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold"}],"date_created":"2019-07-26T08:38:46Z","status":"public","has_accepted_license":"1","abstract":[{"text":"We formulate a generic framework for blind source separation (BSS), which allows integrating data-driven spectro-temporal methods, such as deep clustering and deep attractor networks, with physically motivated probabilistic spatial methods, such as complex angular central Gaussian mixture models. The integrated model exploits the complementary strengths of the two approaches to BSS: the strong modeling power of neural networks, which, however, is based on supervised learning, and the ease of unsupervised learning of the spatial mixture models whose few parameters can be estimated on as little as a single segment of a real mixture of speech. Experiments are carried out on both artificially mixed speech and true recordings of speech mixtures. The experiments verify that the integrated models consistently outperform the individual components. We further extend the models to cope with noisy, reverberant speech and introduce a cross-domain teacher–student training where the mixture model serves as the teacher to provide training targets for the student neural network.","lang":"eng"}],"user_id":"11213","ddc":["050"],"type":"journal_article","citation":{"ieee":"L. Drude and R. Haeb-Umbach, “Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation,” IEEE Journal of Selected Topics in Signal Processing, 2019.","short":"L. Drude, R. Haeb-Umbach, IEEE Journal of Selected Topics in Signal Processing (2019).","bibtex":"@article{Drude_Haeb-Umbach_2019, title={Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation}, DOI={10.1109/JSTSP.2019.2912565}, journal={IEEE Journal of Selected Topics in Signal Processing}, author={Drude, Lukas and Haeb-Umbach, Reinhold}, year={2019} }","mla":"Drude, Lukas, and Reinhold Haeb-Umbach. “Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation.” IEEE Journal of Selected Topics in Signal Processing, 2019, doi:10.1109/JSTSP.2019.2912565.","apa":"Drude, L., & Haeb-Umbach, R. (2019). Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation. IEEE Journal of Selected Topics in Signal Processing. https://doi.org/10.1109/JSTSP.2019.2912565","ama":"Drude L, Haeb-Umbach R. Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation. IEEE Journal of Selected Topics in Signal Processing. 2019. doi:10.1109/JSTSP.2019.2912565","chicago":"Drude, Lukas, and Reinhold Haeb-Umbach. “Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation.” IEEE Journal of Selected Topics in Signal Processing, 2019. https://doi.org/10.1109/JSTSP.2019.2912565."},"year":"2019","_id":"12890","department":[{"_id":"54"}],"project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"publication_identifier":{"eissn":["1941-0484"]},"title":"Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:23Z","oa":"1","doi":"10.1109/JSTSP.2019.2912565"},{"type":"conference","citation":{"apa":"Augstein, M., Herder, E., Wörndl, W., & Yigitbas, E. (2019). ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond. In 30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany. ACM.","ama":"Augstein M, Herder E, Wörndl W, Yigitbas E. ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond. In: 30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany. ACM; 2019.","chicago":"Augstein, Mirjam, Eelco Herder, Wolfgang Wörndl, and Enes Yigitbas. “ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond.” In 30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany. ACM, 2019.","mla":"Augstein, Mirjam, et al. “ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond.” 30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany, ACM, 2019.","bibtex":"@inproceedings{Augstein_Herder_Wörndl_Yigitbas_2019, title={ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond}, booktitle={30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany}, publisher={ACM}, author={Augstein, Mirjam and Herder, Eelco and Wörndl, Wolfgang and Yigitbas, Enes}, year={2019} }","short":"M. Augstein, E. Herder, W. Wörndl, E. Yigitbas, in: 30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany, ACM, 2019.","ieee":"M. Augstein, E. Herder, W. Wörndl, and E. 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Bäumer and B. Buff, “How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer’s Openness,” in Proceedings of the 8th International Conference on Data Science, Technology and Applications, 2019.","chicago":"Bäumer, Frederik Simon, and Bianca Buff. “How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer’s Openness.” In Proceedings of the 8th International Conference on Data Science, Technology and Applications, 2019. https://doi.org/10.5220/0007828301290136.","ama":"Bäumer FS, Buff B. How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer’s Openness. In: Proceedings of the 8th International Conference on Data Science, Technology and Applications. ; 2019. doi:10.5220/0007828301290136","apa":"Bäumer, F. S., & Buff, B. (2019). How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer’s Openness. In Proceedings of the 8th International Conference on Data Science, Technology and Applications. https://doi.org/10.5220/0007828301290136","mla":"Bäumer, Frederik Simon, and Bianca Buff. “How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer’s Openness.” Proceedings of the 8th International Conference on Data Science, Technology and Applications, 2019, doi:10.5220/0007828301290136.","bibtex":"@inproceedings{Bäumer_Buff_2019, title={How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer’s Openness}, DOI={10.5220/0007828301290136}, booktitle={Proceedings of the 8th International Conference on Data Science, Technology and Applications}, author={Bäumer, Frederik Simon and Buff, Bianca}, year={2019} }"},"type":"conference"},{"doi":"10.1007/s11265-018-1435-y","date_updated":"2022-01-06T06:51:27Z","language":[{"iso":"eng"}],"title":"An Accelerator for Resolution Proof Checking based on FPGA and Hybrid Memory Cube Technology","publication_status":"published","publication_identifier":{"issn":["1939-8018","1939-8115"]},"department":[{"_id":"78"}],"issue":"11","intvolume":" 91","_id":"12967","page":"1259 - 1272","citation":{"short":"T. Hansmeier, M. Platzner, M.J.H. Pantho, D. Andrews, Journal of Signal Processing Systems 91 (2019) 1259–1272.","ieee":"T. Hansmeier, M. Platzner, M. J. H. Pantho, and D. Andrews, “An Accelerator for Resolution Proof Checking based on FPGA and Hybrid Memory Cube Technology,” Journal of Signal Processing Systems, vol. 91, no. 11, pp. 1259–1272, 2019.","apa":"Hansmeier, T., Platzner, M., Pantho, M. J. H., & Andrews, D. (2019). An Accelerator for Resolution Proof Checking based on FPGA and Hybrid Memory Cube Technology. Journal of Signal Processing Systems, 91(11), 1259–1272. https://doi.org/10.1007/s11265-018-1435-y","ama":"Hansmeier T, Platzner M, Pantho MJH, Andrews D. An Accelerator for Resolution Proof Checking based on FPGA and Hybrid Memory Cube Technology. Journal of Signal Processing Systems. 2019;91(11):1259-1272. doi:10.1007/s11265-018-1435-y","chicago":"Hansmeier, Tim, Marco Platzner, Md Jubaer Hossain Pantho, and David Andrews. “An Accelerator for Resolution Proof Checking Based on FPGA and Hybrid Memory Cube Technology.” Journal of Signal Processing Systems 91, no. 11 (2019): 1259–72. https://doi.org/10.1007/s11265-018-1435-y.","mla":"Hansmeier, Tim, et al. “An Accelerator for Resolution Proof Checking Based on FPGA and Hybrid Memory Cube Technology.” Journal of Signal Processing Systems, vol. 91, no. 11, 2019, pp. 1259–72, doi:10.1007/s11265-018-1435-y.","bibtex":"@article{Hansmeier_Platzner_Pantho_Andrews_2019, title={An Accelerator for Resolution Proof Checking based on FPGA and Hybrid Memory Cube Technology}, volume={91}, DOI={10.1007/s11265-018-1435-y}, number={11}, journal={Journal of Signal Processing Systems}, author={Hansmeier, Tim and Platzner, Marco and Pantho, Md Jubaer Hossain and Andrews, David}, year={2019}, pages={1259–1272} }"},"type":"journal_article","year":"2019","user_id":"49992","abstract":[{"text":"Modern Boolean satisfiability solvers can emit proofs of unsatisfiability. There is substantial interest in being able to verify such proofs and also in using them for further computations. In this paper, we present an FPGA accelerator for checking resolution proofs, a popular proof format. Our accelerator exploits parallelism at the low level by implementing the basic resolution step in hardware, and at the high level by instantiating a number of parallel modules for proof checking. Since proof checking involves highly irregular memory accesses, we employ Hybrid Memory Cube technology for accelerator memory. The results show that while the accelerator is scalable and achieves speedups for all benchmark proofs, performance improvements are currently limited by the overhead of transitioning the proof into the accelerator memory.","lang":"eng"}],"volume":91,"date_created":"2019-08-26T13:41:57Z","status":"public","publication":"Journal of Signal Processing Systems","author":[{"full_name":"Hansmeier, Tim","orcid":"0000-0003-1377-3339","first_name":"Tim","id":"49992","last_name":"Hansmeier"},{"full_name":"Platzner, Marco","first_name":"Marco","id":"398","last_name":"Platzner"},{"last_name":"Pantho","first_name":"Md Jubaer Hossain","full_name":"Pantho, Md Jubaer Hossain"},{"last_name":"Andrews","first_name":"David","full_name":"Andrews, David"}]},{"title":"Vandalism Detection in Crowdsourced Knowledge Bases","ddc":["040"],"user_id":"477","author":[{"first_name":"Stefan","orcid":"0000-0002-4525-6865","full_name":"Heindorf, Stefan","last_name":"Heindorf","id":"11871"}],"publisher":"Universität Paderborn","file_date_updated":"2020-01-16T12:09:52Z","department":[{"_id":"66"}],"file":[{"file_name":"Dissertation_Stefan_Heindorf.pdf","date_created":"2020-01-16T12:09:52Z","access_level":"closed","file_size":1740910,"file_id":"15603","creator":"florida","content_type":"application/pdf","date_updated":"2020-01-16T12:09:52Z","success":1,"relation":"main_file"}],"status":"public","has_accepted_license":"1","date_created":"2019-12-17T06:15:38Z","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"17","name":"SFB 901 - Subproject C5"}],"date_updated":"2022-01-06T06:52:20Z","_id":"15333","year":"2019","citation":{"ieee":"S. Heindorf, Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn, 2019.","short":"S. Heindorf, Vandalism Detection in Crowdsourced Knowledge Bases, Universität Paderborn, 2019.","mla":"Heindorf, Stefan. Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn, 2019.","bibtex":"@book{Heindorf_2019, title={Vandalism Detection in Crowdsourced Knowledge Bases}, publisher={Universität Paderborn}, author={Heindorf, Stefan}, year={2019} }","chicago":"Heindorf, Stefan. Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn, 2019.","apa":"Heindorf, S. (2019). Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn.","ama":"Heindorf S. Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn; 2019."},"type":"dissertation","language":[{"iso":"eng"}],"supervisor":[{"last_name":"Engels","id":"107","first_name":"Gregor","full_name":"Engels, Gregor"}]},{"department":[{"_id":"186"},{"_id":"189"}],"keyword":["corporate income taxes","banks","stakeholder approach","decision-making process"],"author":[{"last_name":"Gawehn","id":"52547","first_name":"Vanessa","full_name":"Gawehn, Vanessa"}],"publisher":"SSRN","date_created":"2019-12-18T06:56:24Z","status":"public","publication_status":"published","abstract":[{"lang":"eng","text":"n this paper, I review the empirical literature in the intersection of banks and corporate income taxation that emerged over the last two decades. To structure the included studies, I use a stakeholder approach and outline how corporate income taxation plays into the relation of banks and their four main stakeholders: bank regulators, customers, investors and tax authorities. My contribution to the literature is threefold: First, I contribute by providing, to the best of my knowledge, a first comprehensive review on this topic. Second, I point to areas for future research. Third, I deduce policy implications from the studies under review. In sum, the studies show that taxes distort banks’ pricing decisions, the relative attractiveness of debt and equity financing, the decision to report on or off the balance sheet and banks’ investment allocations. Empirical insights on how tax rules affect banks’ decision-making are helpful for policymakers to tailor suitable and sustainable tax legislation directed at banks. "}],"user_id":"48187","title":"Banks and Corporate Income Taxation: A Review","language":[{"iso":"eng"}],"page":"34","citation":{"mla":"Gawehn, Vanessa. Banks and Corporate Income Taxation: A Review. SSRN, 2019.","bibtex":"@book{Gawehn_2019, title={Banks and Corporate Income Taxation: A Review}, publisher={SSRN}, author={Gawehn, Vanessa}, year={2019} }","chicago":"Gawehn, Vanessa. Banks and Corporate Income Taxation: A Review. SSRN, 2019.","ama":"Gawehn V. Banks and Corporate Income Taxation: A Review. SSRN; 2019.","apa":"Gawehn, V. (2019). Banks and Corporate Income Taxation: A Review. SSRN.","ieee":"V. Gawehn, Banks and Corporate Income Taxation: A Review. SSRN, 2019.","short":"V. Gawehn, Banks and Corporate Income Taxation: A Review, SSRN, 2019."},"year":"2019","type":"working_paper","_id":"15367","date_updated":"2022-01-06T06:52:21Z"},{"conference":{"location":"Arlington, VA, USA, USA","name":"IFIP/IEEE Symposium on Integrated Network and Service Management (IM)"},"date_updated":"2022-01-06T06:52:21Z","_id":"15368","page":"707-708","citation":{"ama":"Soenen T, Vicens F, Bonnet J, et al. SLA-controlled Proxy Service Through Customisable MANO Supporting Operator Policies. In: 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM). ; 2019:707-708.","apa":"Soenen, T., Vicens, F., Bonnet, J., Parada, C., Kapassa, E., Touloupou, M., … Tavernier, W. (2019). SLA-controlled Proxy Service Through Customisable MANO Supporting Operator Policies. In 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM) (pp. 707–708). Arlington, VA, USA, USA.","chicago":"Soenen, Thomas, Felipe Vicens, José Bonnet, Carlos Parada, Evgenia Kapassa, Marious Touloupou, Eleni Fotopulou, et al. “SLA-Controlled Proxy Service Through Customisable MANO Supporting Operator Policies.” In 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 707–8, 2019.","mla":"Soenen, Thomas, et al. “SLA-Controlled Proxy Service Through Customisable MANO Supporting Operator Policies.” 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2019, pp. 707–08.","bibtex":"@inproceedings{Soenen_Vicens_Bonnet_Parada_Kapassa_Touloupou_Fotopulou_Zafeiropoulos_Pol_Kolometsos_et al._2019, title={SLA-controlled Proxy Service Through Customisable MANO Supporting Operator Policies}, booktitle={2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM)}, author={Soenen, Thomas and Vicens, Felipe and Bonnet, José and Parada, Carlos and Kapassa, Evgenia and Touloupou, Marious and Fotopulou, Eleni and Zafeiropoulos, Anastasios and Pol, Ana and Kolometsos, Stavros and et al.}, year={2019}, pages={707–708} }","short":"T. Soenen, F. Vicens, J. Bonnet, C. Parada, E. Kapassa, M. Touloupou, E. Fotopulou, A. Zafeiropoulos, A. Pol, S. Kolometsos, G. Xilouris, P. Alemany, R. Vilalta, P. Trakadas, P. Karkazis, M. Peuster, W. Tavernier, in: 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2019, pp. 707–708.","ieee":"T. Soenen et al., “SLA-controlled Proxy Service Through Customisable MANO Supporting Operator Policies,” in 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), Arlington, VA, USA, USA, 2019, pp. 707–708."},"type":"conference","year":"2019","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://ieeexplore.ieee.org/abstract/document/8717922"}],"title":"SLA-controlled Proxy Service Through Customisable MANO Supporting Operator Policies","user_id":"13271","abstract":[{"lang":"eng","text":"Service Level Agreements are essential tools enabling clients and telco operators to specify required quality of service. The 5GTANGO NFV platform enables SLAs through policies and custom service lifecycle management components. This allows the operator to trigger certain lifecycle management events for a service, and the network service developer to define how to execute such events (e.g., how to scale). In this demo we will demonstrate this unique 5GTANGO concept using an elastic proxy service supported by a high availability SLA enforced through a range of traffic regimes."}],"publication_identifier":{"issn":["1573-0077"]},"project":[{"name":"5G Development and validation platform for global industry-specific network services and Apps","grant_number":"761493","_id":"28"}],"date_created":"2019-12-18T06:54:18Z","status":"public","publication":"2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM)","keyword":["5G mobile communication","contracts","quality of service","telecommunication traffic","virtualisation","custom service lifecycle management components","lifecycle management events","network service developer","elastic proxy service","SLA-controlled proxy service","customisable MANO","operator policies","Service Level Agreements","unique 5G TANGO concept","5G TANGO NFV platform","quality of service","traffic regimes","high availability SLA","Monitoring","Probes","Portals","Quality of service","Tools","Servers","Graphical user interfaces"],"author":[{"first_name":"Thomas","full_name":"Soenen, Thomas","last_name":"Soenen"},{"last_name":"Vicens","full_name":"Vicens, Felipe","first_name":"Felipe"},{"full_name":"Bonnet, José","first_name":"José","last_name":"Bonnet"},{"first_name":"Carlos","full_name":"Parada, Carlos","last_name":"Parada"},{"first_name":"Evgenia","full_name":"Kapassa, Evgenia","last_name":"Kapassa"},{"last_name":"Touloupou","full_name":"Touloupou, Marious","first_name":"Marious"},{"first_name":"Eleni","full_name":"Fotopulou, Eleni","last_name":"Fotopulou"},{"last_name":"Zafeiropoulos","full_name":"Zafeiropoulos, Anastasios","first_name":"Anastasios"},{"last_name":"Pol","full_name":"Pol, Ana","first_name":"Ana"},{"first_name":"Stavros","full_name":"Kolometsos, Stavros","last_name":"Kolometsos"},{"last_name":"Xilouris","full_name":"Xilouris, George","first_name":"George"},{"last_name":"Alemany","full_name":"Alemany, Pol","first_name":"Pol"},{"last_name":"Vilalta","full_name":"Vilalta, Ricard","first_name":"Ricard"},{"full_name":"Trakadas, Panos","first_name":"Panos","last_name":"Trakadas"},{"last_name":"Karkazis","first_name":"Panos","full_name":"Karkazis, Panos"},{"last_name":"Peuster","id":"13271","first_name":"Manuel","full_name":"Peuster, Manuel"},{"full_name":"Tavernier, Wouter","first_name":"Wouter","last_name":"Tavernier"}]},{"status":"public","project":[{"name":"SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject C4","_id":"16"},{"grant_number":"761493","name":"5G Development and validation platform for global industry-specific network services and Apps","_id":"28"}],"date_created":"2019-12-18T07:27:24Z","publisher":"IEEE","author":[{"first_name":"Marcel","full_name":"Müller, Marcel","last_name":"Müller"},{"last_name":"Behnke","full_name":"Behnke, Daniel","first_name":"Daniel"},{"last_name":"Bök","first_name":"Patrick-Benjamin","full_name":"Bök, Patrick-Benjamin"},{"last_name":"Peuster","id":"13271","first_name":"Manuel","full_name":"Peuster, Manuel"},{"orcid":"0000-0001-8210-4011","full_name":"Schneider, Stefan Balthasar","first_name":"Stefan Balthasar","id":"35343","last_name":"Schneider"},{"id":"126","last_name":"Karl","full_name":"Karl, Holger","first_name":"Holger"}],"publication":"IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN)","department":[{"_id":"75"}],"title":"5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing","user_id":"13271","place":"Helsinki","year":"2019","citation":{"ieee":"M. Müller, D. Behnke, P.-B. Bök, M. Peuster, S. B. Schneider, and H. Karl, “5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing,” in IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN), 2019.","short":"M. Müller, D. Behnke, P.-B. Bök, M. Peuster, S.B. Schneider, H. Karl, in: IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN), IEEE, Helsinki, 2019.","bibtex":"@inproceedings{Müller_Behnke_Bök_Peuster_Schneider_Karl_2019, place={Helsinki}, title={5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing}, booktitle={IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN)}, publisher={IEEE}, author={Müller, Marcel and Behnke, Daniel and Bök, Patrick-Benjamin and Peuster, Manuel and Schneider, Stefan Balthasar and Karl, Holger}, year={2019} }","mla":"Müller, Marcel, et al. “5G as Key Technology for Networked Factories: Application of Vertical-Specific Network Services for Enabling Flexible Smart Manufacturing.” IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN), IEEE, 2019.","chicago":"Müller, Marcel, Daniel Behnke, Patrick-Benjamin Bök, Manuel Peuster, Stefan Balthasar Schneider, and Holger Karl. “5G as Key Technology for Networked Factories: Application of Vertical-Specific Network Services for Enabling Flexible Smart Manufacturing.” In IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN). Helsinki: IEEE, 2019.","apa":"Müller, M., Behnke, D., Bök, P.-B., Peuster, M., Schneider, S. B., & Karl, H. (2019). 5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing. In IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN). Helsinki: IEEE.","ama":"Müller M, Behnke D, Bök P-B, Peuster M, Schneider SB, Karl H. 5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing. In: IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN). Helsinki: IEEE; 2019."},"type":"conference","language":[{"iso":"eng"}],"_id":"15369","date_updated":"2022-01-06T06:52:21Z"},{"_id":"15371","type":"conference","year":"2019","citation":{"bibtex":"@inproceedings{Peuster_Schneider_Karl_2019, place={Halifax}, title={The Softwarised Network Data Zoo}, booktitle={IEEE/IFIP 15th International Conference on Network and Service Management (CNSM)}, publisher={IEEE/IFIP}, author={Peuster, Manuel and Schneider, Stefan Balthasar and Karl, Holger}, year={2019} }","mla":"Peuster, Manuel, et al. “The Softwarised Network Data Zoo.” IEEE/IFIP 15th International Conference on Network and Service Management (CNSM), IEEE/IFIP, 2019.","apa":"Peuster, M., Schneider, S. B., & Karl, H. (2019). The Softwarised Network Data Zoo. In IEEE/IFIP 15th International Conference on Network and Service Management (CNSM). Halifax: IEEE/IFIP.","ama":"Peuster M, Schneider SB, Karl H. The Softwarised Network Data Zoo. In: IEEE/IFIP 15th International Conference on Network and Service Management (CNSM). Halifax: IEEE/IFIP; 2019.","chicago":"Peuster, Manuel, Stefan Balthasar Schneider, and Holger Karl. “The Softwarised Network Data Zoo.” In IEEE/IFIP 15th International Conference on Network and Service Management (CNSM). Halifax: IEEE/IFIP, 2019.","ieee":"M. Peuster, S. B. Schneider, and H. Karl, “The Softwarised Network Data Zoo,” in IEEE/IFIP 15th International Conference on Network and Service Management (CNSM), 2019.","short":"M. Peuster, S.B. Schneider, H. Karl, in: IEEE/IFIP 15th International Conference on Network and Service Management (CNSM), IEEE/IFIP, Halifax, 2019."},"main_file_link":[{"open_access":"1","url":"http://dl.ifip.org/db/conf/cnsm/cnsm2019/1570555677.pdf"}],"user_id":"13271","ddc":["000"],"abstract":[{"text":"More and more management and orchestration approaches for (software) networks are based on machine learning paradigms and solutions. These approaches depend not only on their program code to operate properly, but also require enough input data to train their internal models. However, such training data is barely available for the software networking domain and most presented solutions rely on their own, sometimes not even published, data sets. This makes it hard, or even infeasible, to reproduce and compare many of the existing solutions. As a result, it ultimately slows down the adoption of machine learning approaches in softwarised networks. To this end, we introduce the \"softwarised network data zoo\" (SNDZoo), an open collection of software networking data sets aiming to streamline and ease machine learning research in the software networking domain. We present a general methodology to collect, archive, and publish those data sets for use by other researches and, as an example, eight initial data sets, focusing on the performance of virtualised network functions.\r\n","lang":"eng"}],"status":"public","has_accepted_license":"1","date_created":"2019-12-18T07:30:45Z","file":[{"file_size":515208,"creator":"peuster","file_id":"15377","content_type":"application/pdf","date_updated":"2019-12-18T08:10:23Z","relation":"main_file","date_created":"2019-12-18T08:10:23Z","file_name":"main_for_ris.pdf","access_level":"open_access"}],"author":[{"full_name":"Peuster, Manuel","first_name":"Manuel","id":"13271","last_name":"Peuster"},{"last_name":"Schneider","id":"35343","first_name":"Stefan Balthasar","full_name":"Schneider, Stefan Balthasar","orcid":"0000-0001-8210-4011"},{"first_name":"Holger","full_name":"Karl, Holger","last_name":"Karl","id":"126"}],"publisher":"IEEE/IFIP","file_date_updated":"2019-12-18T08:10:23Z","publication":"IEEE/IFIP 15th International Conference on Network and Service Management (CNSM)","oa":"1","date_updated":"2022-01-06T06:52:21Z","language":[{"iso":"eng"}],"title":"The Softwarised Network Data Zoo","place":"Halifax","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"16","name":"SFB 901 - Subproject C4"},{"grant_number":"761493","name":"5G Development and validation platform for global industry-specific network services and Apps","_id":"28"}],"department":[{"_id":"75"}]},{"date_updated":"2022-01-06T06:52:21Z","_id":"15372","citation":{"mla":"Nuriddinov, Askhat, et al. “Reproducible Functional Tests for Multi-Scale Network Services.” IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, 2019.","bibtex":"@inproceedings{Nuriddinov_Tavernier_Colle_Pickavet_Peuster_Schneider_2019, place={Dallas}, title={Reproducible Functional Tests for Multi-scale Network Services}, booktitle={ IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)}, publisher={IEEE}, author={Nuriddinov, Askhat and Tavernier, Wouter and Colle, Didier and Pickavet, Mario and Peuster, Manuel and Schneider, Stefan Balthasar}, year={2019} }","chicago":"Nuriddinov, Askhat, Wouter Tavernier, Didier Colle, Mario Pickavet, Manuel Peuster, and Stefan Balthasar Schneider. “Reproducible Functional Tests for Multi-Scale Network Services.” In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE, 2019.","apa":"Nuriddinov, A., Tavernier, W., Colle, D., Pickavet, M., Peuster, M., & Schneider, S. B. (2019). Reproducible Functional Tests for Multi-scale Network Services. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.","ama":"Nuriddinov A, Tavernier W, Colle D, Pickavet M, Peuster M, Schneider SB. Reproducible Functional Tests for Multi-scale Network Services. In: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.","ieee":"A. Nuriddinov, W. Tavernier, D. Colle, M. Pickavet, M. Peuster, and S. B. Schneider, “Reproducible Functional Tests for Multi-scale Network Services,” in IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2019.","short":"A. Nuriddinov, W. Tavernier, D. Colle, M. Pickavet, M. Peuster, S.B. Schneider, in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, Dallas, 2019."},"type":"conference","year":"2019","language":[{"iso":"eng"}],"place":"Dallas","title":"Reproducible Functional Tests for Multi-scale Network Services","user_id":"13271","author":[{"last_name":"Nuriddinov","first_name":"Askhat","full_name":"Nuriddinov, Askhat"},{"first_name":"Wouter","full_name":"Tavernier, Wouter","last_name":"Tavernier"},{"last_name":"Colle","full_name":"Colle, Didier","first_name":"Didier"},{"last_name":"Pickavet","first_name":"Mario","full_name":"Pickavet, Mario"},{"first_name":"Manuel","full_name":"Peuster, Manuel","last_name":"Peuster","id":"13271"},{"last_name":"Schneider","id":"35343","first_name":"Stefan Balthasar","full_name":"Schneider, Stefan Balthasar","orcid":"0000-0001-8210-4011"}],"publisher":"IEEE","publication":" IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)","department":[{"_id":"75"}],"status":"public","date_created":"2019-12-18T07:36:04Z","project":[{"grant_number":"761493","name":"5G Development and validation platform for global industry-specific network services and Apps","_id":"28"}]},{"has_accepted_license":"1","status":"public","date_created":"2019-12-18T07:39:28Z","file":[{"file_size":657216,"creator":"peuster","file_id":"15378","content_type":"application/pdf","date_updated":"2019-12-18T08:11:37Z","relation":"main_file","file_name":"main_for_ris.pdf","date_created":"2019-12-18T08:11:37Z","access_level":"open_access"}],"author":[{"last_name":"Moro","full_name":"Moro, Daniele","first_name":"Daniele"},{"last_name":"Peuster","id":"13271","first_name":"Manuel","full_name":"Peuster, Manuel"},{"first_name":"Holger","full_name":"Karl, Holger","last_name":"Karl","id":"126"},{"full_name":"Capone, Antonio","first_name":"Antonio","last_name":"Capone"}],"publisher":"IEEE","publication":"IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)","file_date_updated":"2019-12-18T08:11:37Z","user_id":"13271","ddc":["000"],"abstract":[{"text":"Offloading packet processing tasks to programmable switches and/or to programmable network interfaces, so called “SmartNICs”, is one of the key concepts to prepare softwarized networks for the high traffic demands of the future. However, implementing network functions that make use of those offload- ing technologies is still challenging and usually requires the availability of specialized hardware. It becomes even harder if heterogeneous services, making use of different offloading and network virtualization technologies, should be developed.\r\nIn this paper, we introduce FOP4 (Function Offloading Pro- totyping with P4), a novel prototyping platform that allows to prototype heterogeneous software network scenarios, including container-based, P4-switch-based, and SmartNIC-based network functions. The presented work substantially extends our existing Containernet platform with the means to prototype offloading scenarios. Besides presenting the platform’s system design, we evaluate its scalability and show that it can run scenarios with more than 64 P4 switch or SmartNIC nodes on a single laptop. Finally, we presented a case study in which we use the presented platform to prototype an extended in-band network telemetry use case.","lang":"eng"}],"type":"conference","citation":{"short":"D. Moro, M. Peuster, H. Karl, A. Capone, in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, Dallas, 2019.","ieee":"D. Moro, M. Peuster, H. Karl, and A. Capone, “FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios,” in IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2019.","chicago":"Moro, Daniele, Manuel Peuster, Holger Karl, and Antonio Capone. “FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios.” In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE, 2019.","apa":"Moro, D., Peuster, M., Karl, H., & Capone, A. (2019). FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.","ama":"Moro D, Peuster M, Karl H, Capone A. FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios. In: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.","bibtex":"@inproceedings{Moro_Peuster_Karl_Capone_2019, place={Dallas}, title={FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios}, booktitle={IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)}, publisher={IEEE}, author={Moro, Daniele and Peuster, Manuel and Karl, Holger and Capone, Antonio}, year={2019} }","mla":"Moro, Daniele, et al. “FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios.” IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, 2019."},"year":"2019","_id":"15373","project":[{"_id":"28","name":"5G Development and validation platform for global industry-specific network services and Apps","grant_number":"761493"},{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"16","name":"SFB 901 - Subproject C4"}],"department":[{"_id":"75"}],"title":"FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios","place":"Dallas","language":[{"iso":"eng"}],"oa":"1","date_updated":"2022-01-06T06:52:22Z"},{"date_updated":"2022-01-06T06:52:22Z","oa":"1","language":[{"iso":"eng"}],"place":"Dallas","title":"Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios","department":[{"_id":"75"}],"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"16","name":"SFB 901 - Subproject C4"}],"_id":"15374","citation":{"bibtex":"@inproceedings{Moro_Peuster_Karl_Capone_2019, place={Dallas}, title={Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios}, booktitle={IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)}, publisher={IEEE}, author={Moro, Daniele and Peuster, Manuel and Karl, Holger and Capone, Antonio}, year={2019} }","mla":"Moro, Daniele, et al. “Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios.” IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, 2019.","ama":"Moro D, Peuster M, Karl H, Capone A. Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios. In: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.","apa":"Moro, D., Peuster, M., Karl, H., & Capone, A. (2019). Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.","chicago":"Moro, Daniele, Manuel Peuster, Holger Karl, and Antonio Capone. “Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios.” In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE, 2019.","ieee":"D. Moro, M. Peuster, H. Karl, and A. Capone, “Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios,” in IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2019.","short":"D. Moro, M. Peuster, H. Karl, A. Capone, in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, Dallas, 2019."},"type":"conference","year":"2019","abstract":[{"text":"Emulation platforms supporting Virtual Network Functions (VNFs) allow developers to rapidly prototype network services. None of the available platforms, however, supports experimenting with programmable data planes to enable VNF offloading. In this demonstration, we show FOP4, a flexible platform that provides support for Docker-based VNFs, and VNF offloading, by means of P4-enabled switches. The platform provides interfaces to program the P4 devices and to deploy network functions. We demonstrate FOP4 with two complex example scenarios, demonstrating how developers can exploit data plane programmability to implement network functions.","lang":"eng"}],"user_id":"13271","ddc":["000"],"file":[{"file_id":"15379","creator":"peuster","file_size":370456,"relation":"main_file","date_updated":"2019-12-18T08:12:28Z","content_type":"application/pdf","file_name":"main_for_ris.pdf","date_created":"2019-12-18T08:12:28Z","access_level":"open_access"}],"file_date_updated":"2019-12-18T08:12:28Z","publication":"IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)","author":[{"full_name":"Moro, Daniele","first_name":"Daniele","last_name":"Moro"},{"id":"13271","last_name":"Peuster","full_name":"Peuster, Manuel","first_name":"Manuel"},{"first_name":"Holger","full_name":"Karl, Holger","last_name":"Karl","id":"126"},{"last_name":"Capone","first_name":"Antonio","full_name":"Capone, Antonio"}],"publisher":"IEEE","date_created":"2019-12-18T07:41:21Z","has_accepted_license":"1","status":"public"},{"_id":"15375","date_updated":"2022-01-06T06:52:22Z","type":"conference","year":"2019","citation":{"mla":"Müller, Marcel, et al. “Putting NFV into Reality: Physical Smart Manufacturing Testbed.” IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, 2019.","bibtex":"@inproceedings{Müller_Behnke_Bök_Schneider_Peuster_Karl_2019, place={Dallas}, title={Putting NFV into Reality: Physical Smart Manufacturing Testbed}, booktitle={IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)}, publisher={IEEE}, author={Müller, Marcel and Behnke, Daniel and Bök, Patrick-Benjamin and Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger}, year={2019} }","ama":"Müller M, Behnke D, Bök P-B, Schneider SB, Peuster M, Karl H. Putting NFV into Reality: Physical Smart Manufacturing Testbed. In: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.","apa":"Müller, M., Behnke, D., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl, H. (2019). Putting NFV into Reality: Physical Smart Manufacturing Testbed. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.","chicago":"Müller, Marcel, Daniel Behnke, Patrick-Benjamin Bök, Stefan Balthasar Schneider, Manuel Peuster, and Holger Karl. “Putting NFV into Reality: Physical Smart Manufacturing Testbed.” In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE, 2019.","ieee":"M. Müller, D. Behnke, P.-B. Bök, S. B. Schneider, M. Peuster, and H. Karl, “Putting NFV into Reality: Physical Smart Manufacturing Testbed,” in IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2019.","short":"M. Müller, D. Behnke, P.-B. Bök, S.B. Schneider, M. Peuster, H. Karl, in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, Dallas, 2019."},"language":[{"iso":"eng"}],"title":"Putting NFV into Reality: Physical Smart Manufacturing Testbed","user_id":"13271","place":"Dallas","date_created":"2019-12-18T07:45:20Z","project":[{"_id":"28","name":"5G Development and validation platform for global industry-specific network services and Apps","grant_number":"761493"}],"status":"public","publication":"IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)","department":[{"_id":"75"}],"publisher":"IEEE","author":[{"last_name":"Müller","first_name":"Marcel","full_name":"Müller, Marcel"},{"last_name":"Behnke","full_name":"Behnke, Daniel","first_name":"Daniel"},{"first_name":"Patrick-Benjamin","full_name":"Bök, Patrick-Benjamin","last_name":"Bök"},{"first_name":"Stefan Balthasar","orcid":"0000-0001-8210-4011","full_name":"Schneider, Stefan Balthasar","last_name":"Schneider","id":"35343"},{"full_name":"Peuster, Manuel","first_name":"Manuel","id":"13271","last_name":"Peuster"},{"full_name":"Karl, Holger","first_name":"Holger","id":"126","last_name":"Karl"}]},{"date_updated":"2022-01-06T06:52:22Z","_id":"15376","language":[{"iso":"eng"}],"type":"conference","year":"2019","citation":{"short":"D. Behnke, M. Müller, P.-B. Bök, S.B. Schneider, M. Peuster, H. Karl, in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, Dallas, 2019.","ieee":"D. Behnke, M. Müller, P.-B. Bök, S. B. Schneider, M. Peuster, and H. Karl, “NFV-driven intrusion detection for smart manufacturing,” in IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2019.","ama":"Behnke D, Müller M, Bök P-B, Schneider SB, Peuster M, Karl H. NFV-driven intrusion detection for smart manufacturing. In: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.","apa":"Behnke, D., Müller, M., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl, H. (2019). NFV-driven intrusion detection for smart manufacturing. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.","chicago":"Behnke, Daniel, Marcel Müller, Patrick-Benjamin Bök, Stefan Balthasar Schneider, Manuel Peuster, and Holger Karl. “NFV-Driven Intrusion Detection for Smart Manufacturing.” In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE, 2019.","mla":"Behnke, Daniel, et al. “NFV-Driven Intrusion Detection for Smart Manufacturing.” IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, 2019.","bibtex":"@inproceedings{Behnke_Müller_Bök_Schneider_Peuster_Karl_2019, place={Dallas}, title={NFV-driven intrusion detection for smart manufacturing}, booktitle={IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)}, publisher={IEEE}, author={Behnke, Daniel and Müller, Marcel and Bök, Patrick-Benjamin and Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger}, year={2019} }"},"user_id":"13271","title":"NFV-driven intrusion detection for smart manufacturing","place":"Dallas","status":"public","project":[{"_id":"28","name":"5G Development and validation platform for global industry-specific network services and Apps","grant_number":"761493"}],"date_created":"2019-12-18T07:47:17Z","author":[{"full_name":"Behnke, Daniel","first_name":"Daniel","last_name":"Behnke"},{"last_name":"Müller","full_name":"Müller, Marcel","first_name":"Marcel"},{"full_name":"Bök, Patrick-Benjamin","first_name":"Patrick-Benjamin","last_name":"Bök"},{"last_name":"Schneider","id":"35343","first_name":"Stefan Balthasar","full_name":"Schneider, Stefan Balthasar","orcid":"0000-0001-8210-4011"},{"first_name":"Manuel","full_name":"Peuster, Manuel","last_name":"Peuster","id":"13271"},{"first_name":"Holger","full_name":"Karl, Holger","last_name":"Karl","id":"126"}],"publisher":"IEEE","publication":"IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)","department":[{"_id":"75"}]},{"author":[{"id":"53344","last_name":"Berendes","full_name":"Berendes, Carsten Ingo","first_name":"Carsten Ingo"}],"publication":"Business Information Systems Workshops","publication_identifier":{"issn":["1865-1348","1865-1356"],"isbn":["9783030366902","9783030366919"]},"publication_status":"published","status":"public","date_created":"2019-12-18T15:18:24Z","place":"Cham","title":"Towards Analyzing High Street Customer Trajectories - A Data-Driven Case Study","user_id":"53344","type":"conference","year":"2019","citation":{"mla":"Berendes, Carsten Ingo. “Towards Analyzing High Street Customer Trajectories - A Data-Driven Case Study.” Business Information Systems Workshops, 2019, doi:10.1007/978-3-030-36691-9_27.","bibtex":"@inproceedings{Berendes_2019, place={Cham}, title={Towards Analyzing High Street Customer Trajectories - A Data-Driven Case Study}, DOI={10.1007/978-3-030-36691-9_27}, booktitle={Business Information Systems Workshops}, author={Berendes, Carsten Ingo}, year={2019} }","chicago":"Berendes, Carsten Ingo. “Towards Analyzing High Street Customer Trajectories - A Data-Driven Case Study.” In Business Information Systems Workshops. 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Springer, 2019.","mla":"Ho, Nam, et al. “Optimization of Application-Specific L1 Cache Translation Functions of the LEON3 Processor.” World Congress on Nature and Biologically Inspired Computing (NaBIC), Springer, 2019.","bibtex":"@inproceedings{Ho_Kaufmann_Platzner_2019, series={Advances in Nature and Biologically Inspired Computing}, title={Optimization of Application-specific L1 Cache Translation Functions of the LEON3 Processor}, booktitle={World Congress on Nature and Biologically Inspired Computing (NaBIC)}, publisher={Springer}, author={Ho, Nam and Kaufmann, Paul and Platzner, Marco}, year={2019}, collection={Advances in Nature and Biologically Inspired Computing} }"},"year":"2019","type":"conference","language":[{"iso":"eng"}],"series_title":"Advances in Nature and Biologically Inspired Computing","date_updated":"2022-01-06T06:52:25Z","_id":"15422","date_created":"2019-12-30T13:55:49Z","status":"public","publication":"World Congress on Nature and Biologically Inspired Computing (NaBIC)","department":[{"_id":"78"}],"publisher":"Springer","author":[{"last_name":"Ho","first_name":"Nam","full_name":"Ho, Nam"},{"last_name":"Kaufmann","full_name":"Kaufmann, Paul","first_name":"Paul"},{"full_name":"Platzner, Marco","first_name":"Marco","id":"398","last_name":"Platzner"}],"title":"Optimization of Application-specific L1 Cache Translation Functions of the LEON3 Processor","user_id":"398"},{"department":[{"_id":"17"},{"_id":"172"}],"author":[{"last_name":"Lehmann","full_name":"Lehmann, Tim","first_name":"Tim"},{"full_name":"Büchel, Daniel","first_name":"Daniel","last_name":"Büchel"},{"last_name":"Cockcroft","first_name":"John","full_name":"Cockcroft, John"},{"full_name":"Louw, Quinette","first_name":"Quinette","last_name":"Louw"},{"orcid":"0000-0003-2683-5826","full_name":"Baumeister, Jochen","first_name":"Jochen","id":"46","last_name":"Baumeister"}],"date_created":"2019-12-30T14:50:25Z","status":"public","title":"Phase Coupling of Bilateral Motor Areas Decreases from Bipedal to Single Leg Stance","user_id":"62406","citation":{"ieee":"T. Lehmann, D. Büchel, J. Cockcroft, Q. Louw, and J. Baumeister, “Phase Coupling of Bilateral Motor Areas Decreases from Bipedal to Single Leg Stance,” presented at the OHBM Annual Meeting, Rom, 2019.","short":"T. Lehmann, D. Büchel, J. Cockcroft, Q. Louw, J. Baumeister, in: 2019.","bibtex":"@inproceedings{Lehmann_Büchel_Cockcroft_Louw_Baumeister_2019, title={Phase Coupling of Bilateral Motor Areas Decreases from Bipedal to Single Leg Stance}, author={Lehmann, Tim and Büchel, Daniel and Cockcroft, John and Louw, Quinette and Baumeister, Jochen}, year={2019} }","mla":"Lehmann, Tim, et al. Phase Coupling of Bilateral Motor Areas Decreases from Bipedal to Single Leg Stance. 2019.","chicago":"Lehmann, Tim, Daniel Büchel, John Cockcroft, Quinette Louw, and Jochen Baumeister. “Phase Coupling of Bilateral Motor Areas Decreases from Bipedal to Single Leg Stance,” 2019.","ama":"Lehmann T, Büchel D, Cockcroft J, Louw Q, Baumeister J. Phase Coupling of Bilateral Motor Areas Decreases from Bipedal to Single Leg Stance. In: ; 2019.","apa":"Lehmann, T., Büchel, D., Cockcroft, J., Louw, Q., & Baumeister, J. (2019). Phase Coupling of Bilateral Motor Areas Decreases from Bipedal to Single Leg Stance. Presented at the OHBM Annual Meeting, Rom."},"type":"conference_abstract","year":"2019","language":[{"iso":"eng"}],"conference":{"location":"Rom","start_date":"2019-06-09","name":"OHBM Annual Meeting","end_date":"2019-06-13"},"date_updated":"2022-01-06T06:52:25Z","_id":"15423"},{"user_id":"46","author":[{"first_name":"Alli","full_name":"Gokeler, Alli","last_name":"Gokeler"},{"last_name":"Neuhaus","first_name":"D","full_name":"Neuhaus, D"},{"last_name":"Benjaminse","full_name":"Benjaminse, A","first_name":"A"},{"last_name":"Grooms","full_name":"Grooms, DR","first_name":"DR"},{"first_name":"Jochen","full_name":"Baumeister, Jochen","orcid":"0000-0003-2683-5826","last_name":"Baumeister","id":"46"}],"publication":"Sports Med","status":"public","date_created":"2019-12-30T15:00:17Z","volume":49,"intvolume":" 49","_id":"15425","issue":"6","pmid":"1","year":"2019","citation":{"ieee":"A. Gokeler, D. Neuhaus, A. Benjaminse, D. Grooms, and J. Baumeister, “Principles of Motor Learning to Support Neuroplasticity After ACL Injury: Implications for Optimizing Performance and Reducing Risk of Second ACL Injury.,” Sports Med, vol. 49, no. 6, pp. 853–865, 2019.","short":"A. Gokeler, D. Neuhaus, A. Benjaminse, D. Grooms, J. Baumeister, Sports Med 49 (2019) 853–865.","bibtex":"@article{Gokeler_Neuhaus_Benjaminse_Grooms_Baumeister_2019, title={Principles of Motor Learning to Support Neuroplasticity After ACL Injury: Implications for Optimizing Performance and Reducing Risk of Second ACL Injury.}, volume={49}, DOI={10.1007/s40279-019-01058-0}, number={6}, journal={Sports Med}, author={Gokeler, Alli and Neuhaus, D and Benjaminse, A and Grooms, DR and Baumeister, Jochen}, year={2019}, pages={853–865} }","mla":"Gokeler, Alli, et al. “Principles of Motor Learning to Support Neuroplasticity After ACL Injury: Implications for Optimizing Performance and Reducing Risk of Second ACL Injury.” Sports Med, vol. 49, no. 6, 2019, pp. 853–65, doi:10.1007/s40279-019-01058-0.","ama":"Gokeler A, Neuhaus D, Benjaminse A, Grooms D, Baumeister J. Principles of Motor Learning to Support Neuroplasticity After ACL Injury: Implications for Optimizing Performance and Reducing Risk of Second ACL Injury. Sports Med. 2019;49(6):853-865. doi:10.1007/s40279-019-01058-0","apa":"Gokeler, A., Neuhaus, D., Benjaminse, A., Grooms, D., & Baumeister, J. (2019). Principles of Motor Learning to Support Neuroplasticity After ACL Injury: Implications for Optimizing Performance and Reducing Risk of Second ACL Injury. Sports Med, 49(6), 853–865. https://doi.org/10.1007/s40279-019-01058-0","chicago":"Gokeler, Alli, D Neuhaus, A Benjaminse, DR Grooms, and Jochen Baumeister. “Principles of Motor Learning to Support Neuroplasticity After ACL Injury: Implications for Optimizing Performance and Reducing Risk of Second ACL Injury.” Sports Med 49, no. 6 (2019): 853–65. https://doi.org/10.1007/s40279-019-01058-0."},"type":"journal_article","page":"853-865","external_id":{"pmid":["30719683"]},"title":"Principles of Motor Learning to Support Neuroplasticity After ACL Injury: Implications for Optimizing Performance and Reducing Risk of Second ACL Injury.","department":[{"_id":"17"},{"_id":"172"}],"publication_identifier":{"issn":["0112-1642","1179-2035"]},"date_updated":"2022-01-06T06:52:25Z","doi":"10.1007/s40279-019-01058-0","language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:52:25Z","doi":"10.1111/sms.13322","department":[{"_id":"17"},{"_id":"172"}],"publication_identifier":{"issn":["0905-7188","1600-0838"]},"external_id":{"pmid":["30326547"]},"title":"Neuroplastic changes in anterior cruciate ligament reconstruction patients from neuromechanical decoupling.","pmid":"1","page":"251-258","year":"2019","type":"journal_article","citation":{"ieee":"Y. An et al., “Neuroplastic changes in anterior cruciate ligament reconstruction patients from neuromechanical decoupling.,” Scand J Med Sci Sports, vol. 29, no. 2, pp. 251–258, 2019.","short":"Y. An, A. DiTrani Lobacz, T. Lehmann, J. Baumeister, W. Rose, J. Higginson, J. Rosen, C. Swanik, Scand J Med Sci Sports 29 (2019) 251–258.","bibtex":"@article{An_DiTrani Lobacz_Lehmann_Baumeister_Rose_Higginson_Rosen_Swanik_2019, title={Neuroplastic changes in anterior cruciate ligament reconstruction patients from neuromechanical decoupling.}, volume={29}, DOI={10.1111/sms.13322}, number={2}, journal={Scand J Med Sci Sports}, author={An, YW and DiTrani Lobacz, A and Lehmann, T and Baumeister, Jochen and Rose, WC and Higginson, JS and Rosen, J and Swanik, CB}, year={2019}, pages={251–258} }","mla":"An, YW, et al. “Neuroplastic Changes in Anterior Cruciate Ligament Reconstruction Patients from Neuromechanical Decoupling.” Scand J Med Sci Sports, vol. 29, no. 2, 2019, pp. 251–58, doi:10.1111/sms.13322.","chicago":"An, YW, A DiTrani Lobacz, T Lehmann, Jochen Baumeister, WC Rose, JS Higginson, J Rosen, and CB Swanik. “Neuroplastic Changes in Anterior Cruciate Ligament Reconstruction Patients from Neuromechanical Decoupling.” Scand J Med Sci Sports 29, no. 2 (2019): 251–58. https://doi.org/10.1111/sms.13322.","ama":"An Y, DiTrani Lobacz A, Lehmann T, et al. Neuroplastic changes in anterior cruciate ligament reconstruction patients from neuromechanical decoupling. Scand J Med Sci Sports. 2019;29(2):251-258. doi:10.1111/sms.13322","apa":"An, Y., DiTrani Lobacz, A., Lehmann, T., Baumeister, J., Rose, W., Higginson, J., … Swanik, C. (2019). Neuroplastic changes in anterior cruciate ligament reconstruction patients from neuromechanical decoupling. Scand J Med Sci Sports, 29(2), 251–258. https://doi.org/10.1111/sms.13322"},"intvolume":" 29","_id":"15426","issue":"2","publication":"Scand J Med Sci Sports","author":[{"first_name":"YW","full_name":"An, YW","last_name":"An"},{"full_name":"DiTrani Lobacz, A","first_name":"A","last_name":"DiTrani Lobacz"},{"last_name":"Lehmann","first_name":"T","full_name":"Lehmann, T"},{"id":"46","last_name":"Baumeister","full_name":"Baumeister, Jochen","orcid":"0000-0003-2683-5826","first_name":"Jochen"},{"last_name":"Rose","first_name":"WC","full_name":"Rose, WC"},{"last_name":"Higginson","first_name":"JS","full_name":"Higginson, JS"},{"last_name":"Rosen","first_name":"J","full_name":"Rosen, J"},{"full_name":"Swanik, CB","first_name":"CB","last_name":"Swanik"}],"date_created":"2019-12-30T15:01:05Z","status":"public","volume":29,"user_id":"62406"},{"publication_identifier":{"issn":["0968-0160","1873-5800"]},"department":[{"_id":"17"},{"_id":"172"}],"title":"Test-retest reliability and discriminative ability of forward, medial and rotational single-leg hop tests.","external_id":{"pmid":["31431339"]},"language":[{"iso":"eng"}],"doi":"10.1016/j.knee.2019.06.010","date_updated":"2022-01-06T06:52:25Z","status":"public","date_created":"2019-12-31T10:38:19Z","volume":26,"author":[{"last_name":"Dingenen","first_name":"B","full_name":"Dingenen, B"},{"first_name":"J","full_name":"Truijen, J","last_name":"Truijen"},{"first_name":"J","full_name":"Bellemans, J","last_name":"Bellemans"},{"last_name":"Gokeler","full_name":"Gokeler, A","first_name":"A"}],"publication":"Knee","user_id":"62406","citation":{"mla":"Dingenen, B., et al. “Test-Retest Reliability and Discriminative Ability of Forward, Medial and Rotational Single-Leg Hop Tests.” Knee, vol. 26, no. 5, 2019, pp. 978–87, doi:10.1016/j.knee.2019.06.010.","bibtex":"@article{Dingenen_Truijen_Bellemans_Gokeler_2019, title={Test-retest reliability and discriminative ability of forward, medial and rotational single-leg hop tests.}, volume={26}, DOI={10.1016/j.knee.2019.06.010}, number={5}, journal={Knee}, author={Dingenen, B and Truijen, J and Bellemans, J and Gokeler, A}, year={2019}, pages={978–987} }","apa":"Dingenen, B., Truijen, J., Bellemans, J., & Gokeler, A. (2019). Test-retest reliability and discriminative ability of forward, medial and rotational single-leg hop tests. Knee, 26(5), 978–987. https://doi.org/10.1016/j.knee.2019.06.010","ama":"Dingenen B, Truijen J, Bellemans J, Gokeler A. Test-retest reliability and discriminative ability of forward, medial and rotational single-leg hop tests. Knee. 2019;26(5):978-987. doi:10.1016/j.knee.2019.06.010","chicago":"Dingenen, B, J Truijen, J Bellemans, and A Gokeler. “Test-Retest Reliability and Discriminative Ability of Forward, Medial and Rotational Single-Leg Hop Tests.” Knee 26, no. 5 (2019): 978–87. https://doi.org/10.1016/j.knee.2019.06.010.","ieee":"B. Dingenen, J. Truijen, J. Bellemans, and A. Gokeler, “Test-retest reliability and discriminative ability of forward, medial and rotational single-leg hop tests.,” Knee, vol. 26, no. 5, pp. 978–987, 2019.","short":"B. Dingenen, J. Truijen, J. Bellemans, A. Gokeler, Knee 26 (2019) 978–987."},"type":"journal_article","year":"2019","page":"978-987","pmid":"1","issue":"5","intvolume":" 26","_id":"15429"},{"department":[{"_id":"66"},{"_id":"534"}],"author":[{"orcid":"0000-0002-5967-833X","full_name":"Yigitbas, Enes","first_name":"Enes","id":"8447","last_name":"Yigitbas"}],"date_created":"2020-01-06T14:03:32Z","status":"public","title":"Model-Driven Engineering of Self-Adaptive User Interfaces","user_id":"8447","citation":{"ama":"Yigitbas E. Model-Driven Engineering of Self-Adaptive User Interfaces.; 2019.","apa":"Yigitbas, E. (2019). Model-Driven Engineering of Self-Adaptive User Interfaces.","chicago":"Yigitbas, Enes. Model-Driven Engineering of Self-Adaptive User Interfaces, 2019.","bibtex":"@book{Yigitbas_2019, title={Model-Driven Engineering of Self-Adaptive User Interfaces}, author={Yigitbas, Enes}, year={2019} }","mla":"Yigitbas, Enes. Model-Driven Engineering of Self-Adaptive User Interfaces. 2019.","short":"E. Yigitbas, Model-Driven Engineering of Self-Adaptive User Interfaces, 2019.","ieee":"E. Yigitbas, Model-Driven Engineering of Self-Adaptive User Interfaces. 2019."},"type":"dissertation","year":"2019","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:52:25Z","_id":"15430"},{"publisher":"Universitätsbibliothek Paderborn, 2019","author":[{"id":"22109","last_name":"Schütte","orcid":"0000-0001-9025-9742","full_name":"Schütte, Jan","first_name":"Jan"},{"first_name":"Walter","full_name":"Sextro, Walter","last_name":"Sextro","id":"21220"},{"full_name":"Kohl, Sergej","first_name":"Sergej","last_name":"Kohl"}],"department":[{"_id":"151"}],"publication":"Fachtagung Mechatronik 2019","status":"public","date_created":"2020-01-09T10:00:32Z","publication_status":"published","place":"Paderborn","abstract":[{"text":"Die Achse als einzige Verbindung zwischen Fahrzeugaufbau und Rad hat die Hauptaufgabe das Rad auf der Straße zuführen. Kinematisch betrachtet übernimmt die Radaufhängung, als Teil der Achse, die Funktion, zwischen Rad und Fahrzeugaufbaueinen vertikalen Freiheitsgrad zur Aufnahme von Fahrbahnunebenheiten zu realisieren. Die aus der RadhubundElastokinematik resultierenden Radstellungsänderungen bestimmen dabei maßgeblich die Fahrdynamik. Zur objektivenBeurteilung von Radaufhängungen ist eine genaue Charakterisierung der Radhub- und Elastokinematik erforderlich.Daher wurde zur Identifikation der kinematischen, elastokinematischen und dynamischen Radaufhängungseigenschaftenam Lehrstuhl für Dynamik und Mechatronik der Universität Paderborn ein Halbachsprüfstand entwickelt. Bei der Auslegungwurde Wert auf ein möglichst breites Einsatzspektrum gelegt. Es können verschiedene Typen von Einzelradaufhängungenin Serien- oder Prototypenkonfiguration am Prüfstand analysiert werden. Er ermöglicht eine Identifikation derdynamischen Radstellungsänderungen unter verschiedenen fahrdynamischen Lastfällen und regellosen Anregungen.","lang":"ger"}],"user_id":"22109","title":"Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen","language":[{"iso":"ger"}],"type":"conference","year":"2019","citation":{"short":"J. Schütte, W. Sextro, S. Kohl, in: Fachtagung Mechatronik 2019, Universitätsbibliothek Paderborn, 2019, Paderborn, 2019.","ieee":"J. Schütte, W. Sextro, and S. Kohl, “Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen,” in Fachtagung Mechatronik 2019, Paderborn, 2019.","apa":"Schütte, J., Sextro, W., & Kohl, S. (2019). Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen. In Fachtagung Mechatronik 2019. Paderborn: Universitätsbibliothek Paderborn, 2019. https://doi.org/10.17619/UNIPB/1-777","ama":"Schütte J, Sextro W, Kohl S. Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen. In: Fachtagung Mechatronik 2019. Paderborn: Universitätsbibliothek Paderborn, 2019; 2019. doi:10.17619/UNIPB/1-777","chicago":"Schütte, Jan, Walter Sextro, and Sergej Kohl. “Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen.” In Fachtagung Mechatronik 2019. Paderborn: Universitätsbibliothek Paderborn, 2019, 2019. https://doi.org/10.17619/UNIPB/1-777.","bibtex":"@inproceedings{Schütte_Sextro_Kohl_2019, place={Paderborn}, title={Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen}, DOI={10.17619/UNIPB/1-777}, booktitle={Fachtagung Mechatronik 2019}, publisher={Universitätsbibliothek Paderborn, 2019}, author={Schütte, Jan and Sextro, Walter and Kohl, Sergej}, year={2019} }","mla":"Schütte, Jan, et al. “Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen.” Fachtagung Mechatronik 2019, Universitätsbibliothek Paderborn, 2019, 2019, doi:10.17619/UNIPB/1-777."},"_id":"15475","date_updated":"2022-01-06T06:52:25Z","conference":{"end_date":"28.03.2019","location":"Paderborn","start_date":"27.03.2019","name":"Fachtagung Mechatronik 2019"},"doi":"10.17619/UNIPB/1-777"},{"project":[{"grant_number":"01|H16005","name":"HighPerMeshes","_id":"33"},{"_id":"32","grant_number":"PL 595/2-1","name":"Performance and Efficiency in HPC with Custom Computing"}],"department":[{"_id":"27"},{"_id":"518"}],"title":"OpenCL Implementation of Cannon's Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs","language":[{"iso":"eng"}],"doi":"10.1109/ICFPT47387.2019.00020","date_updated":"2022-01-06T06:52:26Z","has_accepted_license":"1","status":"public","date_created":"2020-01-09T12:54:48Z","author":[{"last_name":"Gorlani","id":"72045","first_name":"Paolo","full_name":"Gorlani, Paolo"},{"first_name":"Tobias","full_name":"Kenter, Tobias","last_name":"Kenter","id":"3145"},{"id":"16153","last_name":"Plessl","full_name":"Plessl, Christian","orcid":"0000-0001-5728-9982","first_name":"Christian"}],"quality_controlled":"1","publisher":"IEEE","file_date_updated":"2020-01-09T12:53:57Z","publication":"Proceedings of the International Conference on Field-Programmable Technology (FPT)","file":[{"success":1,"relation":"main_file","date_updated":"2020-01-09T12:53:57Z","content_type":"application/pdf","creator":"plessl","file_id":"15479","file_size":250559,"access_level":"closed","date_created":"2020-01-09T12:53:57Z","file_name":"gorlani19_fpt.pdf"}],"ddc":["004"],"user_id":"3145","abstract":[{"lang":"eng","text":"Stratix 10 FPGA cards have a good potential for the acceleration of HPC workloads since the Stratix 10 product line introduces devices with a large number of DSP and memory blocks. The high level synthesis of OpenCL codes can play a fundamental role for FPGAs in HPC, because it allows to implement different designs with lower development effort compared to hand optimized HDL. However, Stratix 10 cards are still hard to fully exploit using the Intel FPGA SDK for OpenCL. The implementation of designs with thousands of concurrent arithmetic operations often suffers from place and route problems that limit the maximum frequency or entirely prevent a successful synthesis. In order to overcome these issues for the implementation of the matrix multiplication, we formulate Cannon's matrix multiplication algorithm with regard to its efficient synthesis within the FPGA logic. We obtain a two-level block algorithm, where the lower level sub-matrices are multiplied using our Cannon's algorithm implementation. Following this design approach with multiple compute units, we are able to get maximum frequencies close to and above 300 MHz with high utilization of DSP and memory blocks. This allows for performance results above 1 TeraFLOPS."}],"year":"2019","citation":{"short":"P. Gorlani, T. Kenter, C. Plessl, in: Proceedings of the International Conference on Field-Programmable Technology (FPT), IEEE, 2019.","ieee":"P. Gorlani, T. Kenter, and C. Plessl, “OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs,” in Proceedings of the International Conference on Field-Programmable Technology (FPT), 2019.","chicago":"Gorlani, Paolo, Tobias Kenter, and Christian Plessl. “OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs.” In Proceedings of the International Conference on Field-Programmable Technology (FPT). IEEE, 2019. https://doi.org/10.1109/ICFPT47387.2019.00020.","ama":"Gorlani P, Kenter T, Plessl C. OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs. In: Proceedings of the International Conference on Field-Programmable Technology (FPT). IEEE; 2019. doi:10.1109/ICFPT47387.2019.00020","apa":"Gorlani, P., Kenter, T., & Plessl, C. (2019). OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs. In Proceedings of the International Conference on Field-Programmable Technology (FPT). IEEE. https://doi.org/10.1109/ICFPT47387.2019.00020","mla":"Gorlani, Paolo, et al. “OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs.” Proceedings of the International Conference on Field-Programmable Technology (FPT), IEEE, 2019, doi:10.1109/ICFPT47387.2019.00020.","bibtex":"@inproceedings{Gorlani_Kenter_Plessl_2019, title={OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs}, DOI={10.1109/ICFPT47387.2019.00020}, booktitle={Proceedings of the International Conference on Field-Programmable Technology (FPT)}, publisher={IEEE}, author={Gorlani, Paolo and Kenter, Tobias and Plessl, Christian}, year={2019} }"},"type":"conference","_id":"15478","conference":{"name":"International Conference on Field-Programmable Technology (FPT)"}},{"doi":"10.5162/SENSOREN2019/P2.9","corporate_editor":["AMA Service GmbH"],"_id":"15488","date_updated":"2022-01-06T06:52:27Z","type":"conference","citation":{"ieee":"C. Thiel, C. Steidl, and B. Henning, “P2.9 Comparison of deep feature extraction techniques for varying-length time series from an industrial piercing press,” in 20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019, 2019.","short":"C. Thiel, C. Steidl, B. Henning, in: AMA Service GmbH (Ed.), 20. GMA/ITG-Fachtagung. Sensoren Und Messsysteme 2019, Von-Münchhausen-Str. 49, 31515 Wunstorf, 2019.","mla":"Thiel, Christian, et al. “P2.9 Comparison of Deep Feature Extraction Techniques for Varying-Length Time Series from an Industrial Piercing Press.” 20. GMA/ITG-Fachtagung. Sensoren Und Messsysteme 2019, edited by AMA Service GmbH, 2019, doi:10.5162/SENSOREN2019/P2.9.","bibtex":"@inproceedings{Thiel_Steidl_Henning_2019, place={Von-Münchhausen-Str. 49, 31515 Wunstorf}, title={P2.9 Comparison of deep feature extraction techniques for varying-length time series from an industrial piercing press}, DOI={10.5162/SENSOREN2019/P2.9}, booktitle={20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019}, author={Thiel, Christian and Steidl, Carolin and Henning, Bernd}, editor={AMA Service GmbHEditor}, year={2019} }","apa":"Thiel, C., Steidl, C., & Henning, B. (2019). P2.9 Comparison of deep feature extraction techniques for varying-length time series from an industrial piercing press. In AMA Service GmbH (Ed.), 20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019. Von-Münchhausen-Str. 49, 31515 Wunstorf. https://doi.org/10.5162/SENSOREN2019/P2.9","ama":"Thiel C, Steidl C, Henning B. P2.9 Comparison of deep feature extraction techniques for varying-length time series from an industrial piercing press. In: AMA Service GmbH, ed. 20. GMA/ITG-Fachtagung. Sensoren Und Messsysteme 2019. Von-Münchhausen-Str. 49, 31515 Wunstorf; 2019. doi:10.5162/SENSOREN2019/P2.9","chicago":"Thiel, Christian, Carolin Steidl, and Bernd Henning. “P2.9 Comparison of Deep Feature Extraction Techniques for Varying-Length Time Series from an Industrial Piercing Press.” In 20. GMA/ITG-Fachtagung. Sensoren Und Messsysteme 2019, edited by AMA Service GmbH. Von-Münchhausen-Str. 49, 31515 Wunstorf, 2019. https://doi.org/10.5162/SENSOREN2019/P2.9."},"year":"2019","language":[{"iso":"eng"}],"title":"P2.9 Comparison of deep feature extraction techniques for varying-length time series from an industrial piercing press","user_id":"11829","place":"Von-Münchhausen-Str. 49, 31515 Wunstorf","abstract":[{"lang":"eng","text":"The continuous refinement of sensor technologies enables the manufacturing industry to capture increasing amounts of data during the production process. As processes take time to complete, sensors register large amounts of time-series-like data for each product. In order to make this data usable, a feature extraction is mandatory. In this work, we discuss and evaluate different network architectures, input pre-processing and cost functions regarding, among other aspects, their suitability for time series of different lengths."}],"publication_identifier":{"isbn":["978-3-9819376-0-2"]},"status":"public","date_created":"2020-01-10T16:03:58Z","author":[{"full_name":"Thiel, Christian","first_name":"Christian","last_name":"Thiel"},{"last_name":"Steidl","full_name":"Steidl, Carolin","first_name":"Carolin"},{"last_name":"Henning","id":"213","first_name":"Bernd","full_name":"Henning, Bernd"}],"keyword":["Dynamic Time Warping","Feature Extraction","Masking","Neural Networks"],"department":[{"_id":"49"}],"publication":"20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019"},{"abstract":[{"lang":"eng","text":"ZusammenfassungTraining mit ergänzendem verzögertem Feedback zeigt sich zum Erlernen einer postoperativen Teilbelastung beim Gehen an Unterarmgehstützen effektiv. Insbesondere die Verwendung von Bandbreitenfeedback hat sich bei anderen Bewegungsaufgaben im Hinblick auf die Ausführungspräzision, -konstanz und -automatizität als vorteilhaft erwiesen. In einer Studie mit 31 jungen gesunden Erwachsenen untersuchten wir diese Parameter im Rahmen eines Feedbacktrainings während einer Teilbelastungsaufgabe und verglichen dabei eine Bandbreitenmethode mit einem 100 %-Feedback und einer Kontrollbedingung.Die in anderen Studien aufgezeigten Vorteile des Bandbreitenfeedbacks konnten in diesem Kontext für keinen der 3 Zielparameter gezeigt werden. Darüber hinaus ergeben sich aus den Daten 2 wichtige Hinweise für die rehabilitative Praxis: Zum einen konnten mit nur wenigen feedbackgestützten Übungsversuchen deutliche und zudem relativ behaltensstabile Reduktionen der Teilbelastung erreicht werden, zum anderen zeigte sich, dass das Teilbelastungsgehen einen hohen kognitiven Aufwand erfordert, der sich auch nach 2 umfangreichen Übungssitzungen nicht verringert und dazu führt, dass die Einhaltung der Teilbelastung bei Aufmerksamkeitsablenkung im Alltag beeinträchtigt sein könnte."}],"title":"Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung","user_id":"14931","author":[{"first_name":"Daniel","full_name":"Krause, Daniel","last_name":"Krause"},{"id":"33708","last_name":"Paschen","orcid":"0000-0001-8186-6487","full_name":"Paschen, Linda","first_name":"Linda"},{"first_name":"Sarah","full_name":"Vogt, Sarah","orcid":"0000-0003-4975-7189","last_name":"Vogt","id":"35756"}],"publication":"B&G Bewegungstherapie und Gesundheitssport","publication_identifier":{"issn":["1613-0863","1613-3269"]},"publication_status":"published","status":"public","date_created":"2020-01-13T06:38:11Z","date_updated":"2022-01-06T06:52:27Z","_id":"15492","doi":"10.1055/a-0818-7603","type":"journal_article","citation":{"short":"D. Krause, L. Paschen, S. Vogt, B&G Bewegungstherapie und Gesundheitssport (2019) 14–19.","ieee":"D. Krause, L. Paschen, and S. Vogt, “Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung,” B&G Bewegungstherapie und Gesundheitssport, pp. 14–19, 2019, doi: 10.1055/a-0818-7603.","chicago":"Krause, Daniel, Linda Paschen, and Sarah Vogt. “Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung.” B&G Bewegungstherapie und Gesundheitssport, 2019, 14–19. https://doi.org/10.1055/a-0818-7603.","ama":"Krause D, Paschen L, Vogt S. Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung. B&G Bewegungstherapie und Gesundheitssport. Published online 2019:14-19. doi:10.1055/a-0818-7603","apa":"Krause, D., Paschen, L., & Vogt, S. (2019). Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung. B&G Bewegungstherapie und Gesundheitssport, 14–19. https://doi.org/10.1055/a-0818-7603","bibtex":"@article{Krause_Paschen_Vogt_2019, title={Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung}, DOI={10.1055/a-0818-7603}, journal={B&G Bewegungstherapie und Gesundheitssport}, author={Krause, Daniel and Paschen, Linda and Vogt, Sarah}, year={2019}, pages={14–19} }","mla":"Krause, Daniel, et al. “Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung.” B&G Bewegungstherapie und Gesundheitssport, 2019, pp. 14–19, doi:10.1055/a-0818-7603."},"year":"2019","page":"14-19","language":[{"iso":"ger"}]}]