[{"year":"2020","citation":{"bibtex":"@inbook{Schuster_2020, place={Berlin/Boston }, title={Linguistik des Briefs}, volume={1}, booktitle={Handbuch Brief. Von der Frühen Neuzeit bis zur Gegenwart (Bd. 1: Interdisziplinarität – Systematische Perspektiven – Briefgenres)}, publisher={de Gruyter}, author={Schuster, Britt-Marie}, editor={Matthews-Schlinzig, Marie Isabel and Schuster, Jörg and Steinbrink , Gesa and Strobel , Jochen }, year={2020}, pages={19–39} }","mla":"Schuster, Britt-Marie. “Linguistik des Briefs.” Handbuch Brief. Von der Frühen Neuzeit bis zur Gegenwart (Bd. 1: Interdisziplinarität – Systematische Perspektiven – Briefgenres), edited by Marie Isabel Matthews-Schlinzig et al., vol. 1, de Gruyter, 2020, pp. 19–39.","chicago":"Schuster, Britt-Marie. “Linguistik des Briefs.” In Handbuch Brief. Von der Frühen Neuzeit bis zur Gegenwart (Bd. 1: Interdisziplinarität – Systematische Perspektiven – Briefgenres), edited by Marie Isabel Matthews-Schlinzig, Jörg Schuster, Gesa Steinbrink , and Jochen Strobel , 1:19–39. Berlin/Boston : de Gruyter, 2020.","ama":"Schuster B-M. Linguistik des Briefs. In: Matthews-Schlinzig MI, Schuster J, Steinbrink G, Strobel J, eds. Handbuch Brief. Von der Frühen Neuzeit bis zur Gegenwart (Bd. 1: Interdisziplinarität – Systematische Perspektiven – Briefgenres). Vol 1. de Gruyter; 2020:19–39.","apa":"Schuster, B.-M. (2020). Linguistik des Briefs. In M. I. Matthews-Schlinzig, J. Schuster, G. Steinbrink , & J. Strobel (Eds.), Handbuch Brief. Von der Frühen Neuzeit bis zur Gegenwart (Bd. 1: Interdisziplinarität – Systematische Perspektiven – Briefgenres) (Vol. 1, pp. 19–39). de Gruyter.","ieee":"B.-M. Schuster, “Linguistik des Briefs,” in Handbuch Brief. Von der Frühen Neuzeit bis zur Gegenwart (Bd. 1: Interdisziplinarität – Systematische Perspektiven – Briefgenres), vol. 1, M. I. Matthews-Schlinzig, J. Schuster, G. Steinbrink , and J. Strobel , Eds. Berlin/Boston : de Gruyter, 2020, pp. 19–39.","short":"B.-M. Schuster, in: M.I. Matthews-Schlinzig, J. Schuster, G. Steinbrink , J. Strobel (Eds.), Handbuch Brief. Von der Frühen Neuzeit bis zur Gegenwart (Bd. 1: Interdisziplinarität – Systematische Perspektiven – Briefgenres), de Gruyter, Berlin/Boston , 2020, pp. 19–39."},"type":"book_chapter","page":"19–39","language":[{"iso":"ger"}],"_id":"30954","intvolume":" 1","date_updated":"2023-10-12T13:18:53Z","author":[{"first_name":"Britt-Marie","full_name":"Schuster, Britt-Marie","last_name":"Schuster","id":"17386"}],"publisher":"de Gruyter","keyword":["Textsortengeschichte"],"publication":"Handbuch Brief. Von der Frühen Neuzeit bis zur Gegenwart (Bd. 1: Interdisziplinarität – Systematische Perspektiven – Briefgenres)","department":[{"_id":"745"}],"editor":[{"last_name":"Matthews-Schlinzig","first_name":"Marie Isabel ","full_name":"Matthews-Schlinzig, Marie Isabel "},{"last_name":"Schuster","full_name":"Schuster, Jörg ","first_name":"Jörg "},{"last_name":"Steinbrink ","full_name":"Steinbrink , Gesa ","first_name":"Gesa "},{"first_name":"Jochen ","full_name":"Strobel , Jochen ","last_name":"Strobel "}],"volume":1,"status":"public","date_created":"2022-04-27T07:36:11Z","place":"Berlin/Boston ","title":"Linguistik des Briefs","user_id":"17386"},{"intvolume":" 17","_id":"31120","date_updated":"2023-10-12T13:19:44Z","page":"167-186","year":"2020","type":"book_chapter","citation":{"short":"B.-M. Schuster, in: A. Leßmöllmann, M. Dascal , T. Gloning (Eds.), Science Communication (Handbooks of Communication Science), de Gruyter, Berlin/Boston , 2020, pp. 167–186.","ieee":"B.-M. Schuster, “The contribution of terminology research to the understanding of science communication,” in Science Communication (Handbooks of Communication Science), vol. 17, A. Leßmöllmann, M. Dascal , and T. Gloning , Eds. Berlin/Boston : de Gruyter, 2020, pp. 167–186.","ama":"Schuster B-M. The contribution of terminology research to the understanding of science communication. In: Leßmöllmann A, Dascal M, Gloning T, eds. Science Communication (Handbooks of Communication Science). Vol 17. de Gruyter; 2020:167-186.","apa":"Schuster, B.-M. (2020). The contribution of terminology research to the understanding of science communication. In A. Leßmöllmann, M. Dascal , & T. Gloning (Eds.), Science Communication (Handbooks of Communication Science) (Vol. 17, pp. 167–186). de Gruyter.","chicago":"Schuster, Britt-Marie. “The Contribution of Terminology Research to the Understanding of Science Communication.” In Science Communication (Handbooks of Communication Science), edited by Annette Leßmöllmann, Marcelo Dascal , and Thomas Gloning , 17:167–86. Berlin/Boston : de Gruyter, 2020.","mla":"Schuster, Britt-Marie. “The Contribution of Terminology Research to the Understanding of Science Communication.” Science Communication (Handbooks of Communication Science), edited by Annette Leßmöllmann et al., vol. 17, de Gruyter, 2020, pp. 167–86.","bibtex":"@inbook{Schuster_2020, place={Berlin/Boston }, title={The contribution of terminology research to the understanding of science communication}, volume={17}, booktitle={Science Communication (Handbooks of Communication Science)}, publisher={de Gruyter}, author={Schuster, Britt-Marie}, editor={Leßmöllmann, Annette and Dascal , Marcelo and Gloning , Thomas }, year={2020}, pages={167–186} }"},"language":[{"iso":"eng"}],"place":"Berlin/Boston ","title":"The contribution of terminology research to the understanding of science communication","user_id":"17386","keyword":["Fachkommunikation"],"department":[{"_id":"745"}],"publication":"Science Communication (Handbooks of Communication Science)","publisher":"de Gruyter","author":[{"last_name":"Schuster","id":"17386","first_name":"Britt-Marie","full_name":"Schuster, Britt-Marie"}],"volume":17,"editor":[{"full_name":"Leßmöllmann, Annette ","first_name":"Annette ","last_name":"Leßmöllmann"},{"last_name":"Dascal ","full_name":"Dascal , Marcelo ","first_name":"Marcelo "},{"full_name":"Gloning , Thomas ","first_name":"Thomas ","last_name":"Gloning "}],"date_created":"2022-05-09T12:47:01Z","status":"public"},{"editor":[{"first_name":" Heidrun","full_name":"Kämper, Heidrun","last_name":"Kämper"},{"full_name":"Warnke, Ingo H","first_name":" Ingo H","last_name":"Warnke"}],"date_created":"2022-05-09T12:57:24Z","status":"public","publication":"Diskurs – ethisch.","keyword":["Textsemantik"],"department":[{"_id":"745"}],"author":[{"last_name":"Schuster","id":"17386","first_name":"Britt-Marie","full_name":"Schuster, Britt-Marie"},{"full_name":"Markewitz, Friedrich","first_name":"Friedrich","id":"67227","last_name":"Markewitz"},{"first_name":"Nicole M. ","full_name":"Wilk, Nicole M. ","last_name":"Wilk"}],"title":"Was bedeutet Ehre? Diskursethische Überlegungen zu den BBC-Reden Thomas Manns","user_id":"17386","place":"Bremen","page":"9–32","citation":{"mla":"Schuster, Britt-Marie, et al. “Was bedeutet Ehre? Diskursethische Überlegungen zu den BBC-Reden Thomas Manns.” Diskurs – ethisch., edited by Heidrun Kämper and Ingo H Warnke, 2020, pp. 9–32.","bibtex":"@inbook{Schuster_Markewitz_Wilk_2020, place={Bremen}, title={Was bedeutet Ehre? Diskursethische Überlegungen zu den BBC-Reden Thomas Manns}, booktitle={Diskurs – ethisch.}, author={Schuster, Britt-Marie and Markewitz, Friedrich and Wilk, Nicole M. }, editor={Kämper, Heidrun and Warnke, Ingo H}, year={2020}, pages={9–32} }","ieee":"B.-M. Schuster, F. Markewitz, and N. M. Wilk, “Was bedeutet Ehre? Diskursethische Überlegungen zu den BBC-Reden Thomas Manns,” in Diskurs – ethisch., Heidrun Kämper and Ingo H Warnke, Eds. Bremen, 2020, pp. 9–32.","chicago":"Schuster, Britt-Marie, Friedrich Markewitz, and Nicole M. Wilk. “Was bedeutet Ehre? Diskursethische Überlegungen zu den BBC-Reden Thomas Manns.” In Diskurs – ethisch., edited by Heidrun Kämper and Ingo H Warnke, 9–32. Bremen, 2020.","apa":"Schuster, B.-M., Markewitz, F., & Wilk, N. M. (2020). Was bedeutet Ehre? Diskursethische Überlegungen zu den BBC-Reden Thomas Manns. In Heidrun Kämper & Ingo H Warnke (Eds.), Diskurs – ethisch. (pp. 9–32).","ama":"Schuster B-M, Markewitz F, Wilk NM. Was bedeutet Ehre? Diskursethische Überlegungen zu den BBC-Reden Thomas Manns. In: Kämper Heidrun, Warnke Ingo H, eds. Diskurs – ethisch. ; 2020:9–32.","short":"B.-M. Schuster, F. Markewitz, N.M. Wilk, in: Heidrun Kämper, Ingo H Warnke (Eds.), Diskurs – ethisch., Bremen, 2020, pp. 9–32."},"year":"2020","type":"book_chapter","language":[{"iso":"ger"}],"_id":"31129","date_updated":"2023-10-12T13:20:24Z"},{"extern":"1","title":"micro-Raman Investigations of Periodically-Poled X-Cut Thin-Film Lithium Niobate for Integrated Optics","user_id":"22501","quality_controlled":"1","publisher":"IEEE","author":[{"full_name":"Reitzig, Sven","first_name":"Sven","last_name":"Reitzig"},{"last_name":"Rüsing","id":"22501","first_name":"Michael","orcid":"0000-0003-4682-4577","full_name":"Rüsing, Michael"},{"last_name":"Kirbus","full_name":"Kirbus, Benjamin","first_name":"Benjamin"},{"last_name":"Gossel","full_name":"Gossel, Joshua","first_name":"Joshua"},{"first_name":"Ekta","full_name":"Singh, Ekta","last_name":"Singh"},{"last_name":"Eng","first_name":"Lukas M.","full_name":"Eng, Lukas M."},{"full_name":"Zhao, Jie","first_name":"Jie","last_name":"Zhao"},{"first_name":"Shayan","full_name":"Mookherjea, Shayan","last_name":"Mookherjea"}],"publication":"2020 Joint Conference of the IEEE International Frequency Control Symposium and International Symposium on Applications of Ferroelectrics (IFCS-ISAF)","publication_status":"published","status":"public","date_created":"2023-10-11T08:12:27Z","date_updated":"2023-10-13T12:13:50Z","_id":"47960","doi":"10.1109/ifcs-isaf41089.2020.9234951","type":"conference","year":"2020","citation":{"bibtex":"@inproceedings{Reitzig_Rüsing_Kirbus_Gossel_Singh_Eng_Zhao_Mookherjea_2020, title={micro-Raman Investigations of Periodically-Poled X-Cut Thin-Film Lithium Niobate for Integrated Optics}, DOI={10.1109/ifcs-isaf41089.2020.9234951}, booktitle={2020 Joint Conference of the IEEE International Frequency Control Symposium and International Symposium on Applications of Ferroelectrics (IFCS-ISAF)}, publisher={IEEE}, author={Reitzig, Sven and Rüsing, Michael and Kirbus, Benjamin and Gossel, Joshua and Singh, Ekta and Eng, Lukas M. and Zhao, Jie and Mookherjea, Shayan}, year={2020} }","mla":"Reitzig, Sven, et al. “Micro-Raman Investigations of Periodically-Poled X-Cut Thin-Film Lithium Niobate for Integrated Optics.” 2020 Joint Conference of the IEEE International Frequency Control Symposium and International Symposium on Applications of Ferroelectrics (IFCS-ISAF), IEEE, 2020, doi:10.1109/ifcs-isaf41089.2020.9234951.","apa":"Reitzig, S., Rüsing, M., Kirbus, B., Gossel, J., Singh, E., Eng, L. M., Zhao, J., & Mookherjea, S. (2020). micro-Raman Investigations of Periodically-Poled X-Cut Thin-Film Lithium Niobate for Integrated Optics. 2020 Joint Conference of the IEEE International Frequency Control Symposium and International Symposium on Applications of Ferroelectrics (IFCS-ISAF). https://doi.org/10.1109/ifcs-isaf41089.2020.9234951","ama":"Reitzig S, Rüsing M, Kirbus B, et al. micro-Raman Investigations of Periodically-Poled X-Cut Thin-Film Lithium Niobate for Integrated Optics. In: 2020 Joint Conference of the IEEE International Frequency Control Symposium and International Symposium on Applications of Ferroelectrics (IFCS-ISAF). IEEE; 2020. doi:10.1109/ifcs-isaf41089.2020.9234951","chicago":"Reitzig, Sven, Michael Rüsing, Benjamin Kirbus, Joshua Gossel, Ekta Singh, Lukas M. Eng, Jie Zhao, and Shayan Mookherjea. “Micro-Raman Investigations of Periodically-Poled X-Cut Thin-Film Lithium Niobate for Integrated Optics.” In 2020 Joint Conference of the IEEE International Frequency Control Symposium and International Symposium on Applications of Ferroelectrics (IFCS-ISAF). IEEE, 2020. https://doi.org/10.1109/ifcs-isaf41089.2020.9234951.","ieee":"S. Reitzig et al., “micro-Raman Investigations of Periodically-Poled X-Cut Thin-Film Lithium Niobate for Integrated Optics,” 2020, doi: 10.1109/ifcs-isaf41089.2020.9234951.","short":"S. Reitzig, M. Rüsing, B. Kirbus, J. Gossel, E. Singh, L.M. Eng, J. Zhao, S. Mookherjea, in: 2020 Joint Conference of the IEEE International Frequency Control Symposium and International Symposium on Applications of Ferroelectrics (IFCS-ISAF), IEEE, 2020."},"language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"type":"book","citation":{"ieee":"P. F. E. Sloane, D. Daniel, K. Meier, F. Schwabl, and S. Volgmann, Selbstreguliertes Lernen - Können die das überhaupt? Gestaltung von Lernprozessen in berufsvorbereitenden Bildungsgängen. Eusl-Verlagsgesellschaft mbH, 2020.","short":"P.F.E. Sloane, D. Daniel, K. Meier, F. Schwabl, S. Volgmann, Selbstreguliertes Lernen - Können Die Das Überhaupt? Gestaltung von Lernprozessen in Berufsvorbereitenden Bildungsgängen., Eusl-Verlagsgesellschaft mbH, 2020.","mla":"Sloane, Peter F. E., et al. Selbstreguliertes Lernen - Können Die Das Überhaupt? Gestaltung von Lernprozessen in Berufsvorbereitenden Bildungsgängen. Eusl-Verlagsgesellschaft mbH, 2020.","bibtex":"@book{Sloane_Daniel_Meier_Schwabl_Volgmann_2020, title={Selbstreguliertes Lernen - Können die das überhaupt? Gestaltung von Lernprozessen in berufsvorbereitenden Bildungsgängen.}, publisher={Eusl-Verlagsgesellschaft mbH}, author={Sloane, Peter F. E. and Daniel, Desiree and Meier, Karin and Schwabl, Franziska and Volgmann, Simone}, year={2020} }","ama":"Sloane PFE, Daniel D, Meier K, Schwabl F, Volgmann S. Selbstreguliertes Lernen - Können Die Das Überhaupt? Gestaltung von Lernprozessen in Berufsvorbereitenden Bildungsgängen. Eusl-Verlagsgesellschaft mbH; 2020.","apa":"Sloane, P. F. E., Daniel, D., Meier, K., Schwabl, F., & Volgmann, S. (2020). Selbstreguliertes Lernen - Können die das überhaupt? Gestaltung von Lernprozessen in berufsvorbereitenden Bildungsgängen. Eusl-Verlagsgesellschaft mbH.","chicago":"Sloane, Peter F. E., Desiree Daniel, Karin Meier, Franziska Schwabl, and Simone Volgmann. Selbstreguliertes Lernen - Können Die Das Überhaupt? Gestaltung von Lernprozessen in Berufsvorbereitenden Bildungsgängen. Eusl-Verlagsgesellschaft mbH, 2020."},"year":"2020","date_updated":"2023-10-16T10:11:34Z","_id":"35966","date_created":"2023-01-11T09:55:31Z","status":"public","department":[{"_id":"33"},{"_id":"208"},{"_id":"211"},{"_id":"209"}],"author":[{"full_name":"Sloane, Peter F. E.","first_name":"Peter F. E.","id":"503","last_name":"Sloane"},{"id":"10186","last_name":"Daniel","full_name":"Daniel, Desiree","first_name":"Desiree"},{"full_name":"Meier, Karin","first_name":"Karin","last_name":"Meier"},{"first_name":"Franziska","full_name":"Schwabl, Franziska","last_name":"Schwabl","id":"37157"},{"full_name":"Volgmann, Simone","first_name":"Simone","id":"9856","last_name":"Volgmann"}],"publisher":"Eusl-Verlagsgesellschaft mbH","user_id":"14931","title":"Selbstreguliertes Lernen - Können die das überhaupt? Gestaltung von Lernprozessen in berufsvorbereitenden Bildungsgängen."},{"publication":"Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)","department":[{"_id":"34"},{"_id":"819"}],"author":[{"full_name":"Prager, Raphael Patrick","first_name":"Raphael Patrick","last_name":"Prager"},{"orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike","first_name":"Heike","id":"100740","last_name":"Trautmann"},{"full_name":"Wang, Hao","first_name":"Hao","last_name":"Wang"},{"first_name":"Thomas H. W.","full_name":"Bäck, Thomas H. W.","last_name":"Bäck"},{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"}],"date_created":"2023-08-04T07:37:30Z","status":"public","abstract":[{"lang":"eng","text":"In this paper, we rely on previous work proposing a modularized version of CMA-ES, which captures several alterations to the conventional CMA-ES developed in recent years. Each alteration provides significant advantages under certain problem properties, e.g., multi-modality, high conditioning. These distinct advancements are implemented as modules which result in 4608 unique versions of CMA-ES. Previous findings illustrate the competitive advantage of enabling and disabling the aforementioned modules for different optimization problems. Yet, this modular CMA-ES is lacking a method to automatically determine when the activation of specific modules is auspicious and when it is not. We propose a well-performing instance-specific algorithm configuration model which selects an (almost) optimal configuration of modules for a given problem instance. In addition, the structure of this configuration model is able to capture inter-dependencies between modules, e.g., two (or more) modules might only be advantageous in unison for some problem types, making the orchestration of modules a crucial task. This is accomplished by chaining multiple random forest classifiers together into a so-called Classifier Chain based on a set of numerical features extracted by means of Exploratory Landscape Analysis (ELA) to describe the given problem instances."}],"place":"Canberra, Australia","title":"Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis","user_id":"15504","page":"996–1003","type":"conference","citation":{"mla":"Prager, Raphael Patrick, et al. “Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis.” Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), 2020, pp. 996–1003, doi:10.1109/SSCI47803.2020.9308510.","bibtex":"@inproceedings{Prager_Trautmann_Wang_Bäck_Kerschke_2020, place={Canberra, Australia}, title={Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis}, DOI={10.1109/SSCI47803.2020.9308510}, booktitle={Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)}, author={Prager, Raphael Patrick and Trautmann, Heike and Wang, Hao and Bäck, Thomas H. W. and Kerschke, Pascal}, year={2020}, pages={996–1003} }","chicago":"Prager, Raphael Patrick, Heike Trautmann, Hao Wang, Thomas H. W. Bäck, and Pascal Kerschke. “Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis.” In Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), 996–1003. Canberra, Australia, 2020. https://doi.org/10.1109/SSCI47803.2020.9308510.","ama":"Prager RP, Trautmann H, Wang H, Bäck THW, Kerschke P. Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis. In: Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI). ; 2020:996–1003. doi:10.1109/SSCI47803.2020.9308510","apa":"Prager, R. P., Trautmann, H., Wang, H., Bäck, T. H. W., & Kerschke, P. (2020). Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis. Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), 996–1003. https://doi.org/10.1109/SSCI47803.2020.9308510","ieee":"R. P. Prager, H. Trautmann, H. Wang, T. H. W. Bäck, and P. Kerschke, “Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis,” in Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), 2020, pp. 996–1003, doi: 10.1109/SSCI47803.2020.9308510.","short":"R.P. Prager, H. Trautmann, H. Wang, T.H.W. Bäck, P. Kerschke, in: Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), Canberra, Australia, 2020, pp. 996–1003."},"year":"2020","language":[{"iso":"eng"}],"_id":"46328","date_updated":"2023-10-16T13:04:15Z","doi":"10.1109/SSCI47803.2020.9308510"},{"place":"Cham","title":"A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media","department":[{"_id":"34"},{"_id":"819"}],"editor":[{"last_name":"Meiselwitz","full_name":"Meiselwitz, G","first_name":"G"}],"publication_identifier":{"isbn":["978-3-030-49570-1"]},"date_updated":"2023-10-16T12:59:28Z","doi":"10.1007/978-3-030-49570-1_14","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"The identification of coordinated campaigns within Social Media is a complex task that is often hindered by missing labels and large amounts of data that have to be processed. We propose a new two-phase framework that uses unsupervised stream clustering for detecting suspicious trends over time in a first step. Afterwards, traditional offline analyses are applied to distinguish between normal trend evolution and malicious manipulation attempts. We demonstrate the applicability of our framework in the context of the final days of the Brexit in 2019/2020."}],"user_id":"15504","publisher":"Springer International Publishing","author":[{"last_name":"Assenmacher","full_name":"Assenmacher, D","first_name":"D"},{"last_name":"Clever","first_name":"L","full_name":"Clever, L"},{"first_name":"JS","full_name":"Pohl, JS","last_name":"Pohl"},{"id":"100740","last_name":"Trautmann","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike","first_name":"Heike"},{"first_name":"C","full_name":"Grimme, C","last_name":"Grimme"}],"publication":"Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis","status":"public","date_created":"2023-08-04T07:30:29Z","_id":"46320","type":"conference","citation":{"bibtex":"@inproceedings{Assenmacher_Clever_Pohl_Trautmann_Grimme_2020, place={Cham}, title={A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media}, DOI={10.1007/978-3-030-49570-1_14}, booktitle={Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis}, publisher={Springer International Publishing}, author={Assenmacher, D and Clever, L and Pohl, JS and Trautmann, Heike and Grimme, C}, editor={Meiselwitz, G}, year={2020}, pages={201–214} }","mla":"Assenmacher, D., et al. “A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media.” Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis, edited by G Meiselwitz, Springer International Publishing, 2020, pp. 201–214, doi:10.1007/978-3-030-49570-1_14.","chicago":"Assenmacher, D, L Clever, JS Pohl, Heike Trautmann, and C Grimme. “A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media.” In Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis, edited by G Meiselwitz, 201–214. Cham: Springer International Publishing, 2020. https://doi.org/10.1007/978-3-030-49570-1_14.","ama":"Assenmacher D, Clever L, Pohl J, Trautmann H, Grimme C. A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media. In: Meiselwitz G, ed. Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis. Springer International Publishing; 2020:201–214. doi:10.1007/978-3-030-49570-1_14","apa":"Assenmacher, D., Clever, L., Pohl, J., Trautmann, H., & Grimme, C. (2020). A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media. In G. Meiselwitz (Ed.), Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis (pp. 201–214). Springer International Publishing. https://doi.org/10.1007/978-3-030-49570-1_14","ieee":"D. Assenmacher, L. Clever, J. Pohl, H. Trautmann, and C. Grimme, “A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media,” in Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis, 2020, pp. 201–214, doi: 10.1007/978-3-030-49570-1_14.","short":"D. Assenmacher, L. Clever, J. Pohl, H. Trautmann, C. Grimme, in: G. Meiselwitz (Ed.), Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis, Springer International Publishing, Cham, 2020, pp. 201–214."},"year":"2020","page":"201–214"},{"publication":"Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19)","department":[{"_id":"34"},{"_id":"819"}],"author":[{"last_name":"Carnein","full_name":"Carnein, Matthias","first_name":"Matthias"},{"first_name":"Heike","full_name":"Trautmann, Heike","orcid":"0000-0002-9788-8282","last_name":"Trautmann","id":"100740"},{"first_name":"Albert","full_name":"Bifet, Albert","last_name":"Bifet"},{"last_name":"Pfahringer","first_name":"Bernhard","full_name":"Pfahringer, Bernhard"}],"publication_identifier":{"isbn":["978-3-030-43823-4"]},"date_created":"2023-08-04T07:35:24Z","status":"public","abstract":[{"lang":"eng","text":"Clustering is an important technique in data analysis which can reveal hidden patterns and unknown relationships in the data. A common problem in clustering is the proper choice of parameter settings. To tackle this, automated algorithm configuration is available which can automatically find the best parameter settings. In practice, however, many of our today’s data sources are data streams due to the widespread deployment of sensors, the internet-of-things or (social) media. Stream clustering aims to tackle this challenge by identifying, tracking and updating clusters over time. Unfortunately, none of the existing approaches for automated algorithm configuration are directly applicable to the streaming scenario. In this paper, we explore the possibility of automated algorithm configuration for stream clustering algorithms using an ensemble of different configurations. In first experiments, we demonstrate that our approach is able to automatically find superior configurations and refine them over time."}],"place":"Würzburg, Germany","title":"Towards Automated Configuration of Stream Clustering Algorithms","user_id":"15504","page":"137–143","year":"2020","citation":{"ieee":"M. Carnein, H. Trautmann, A. Bifet, and B. Pfahringer, “Towards Automated Configuration of Stream Clustering Algorithms,” in Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19), 2020, pp. 137–143, doi: 10.1007/978-3-030-43823-4_12.","short":"M. Carnein, H. Trautmann, A. Bifet, B. Pfahringer, in: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19), Würzburg, Germany, 2020, pp. 137–143.","mla":"Carnein, Matthias, et al. “Towards Automated Configuration of Stream Clustering Algorithms.” Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19), 2020, pp. 137–143, doi:10.1007/978-3-030-43823-4_12.","bibtex":"@inproceedings{Carnein_Trautmann_Bifet_Pfahringer_2020, place={Würzburg, Germany}, title={Towards Automated Configuration of Stream Clustering Algorithms}, DOI={10.1007/978-3-030-43823-4_12}, booktitle={Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19)}, author={Carnein, Matthias and Trautmann, Heike and Bifet, Albert and Pfahringer, Bernhard}, year={2020}, pages={137–143} }","chicago":"Carnein, Matthias, Heike Trautmann, Albert Bifet, and Bernhard Pfahringer. “Towards Automated Configuration of Stream Clustering Algorithms.” In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19), 137–143. Würzburg, Germany, 2020. https://doi.org/10.1007/978-3-030-43823-4_12.","apa":"Carnein, M., Trautmann, H., Bifet, A., & Pfahringer, B. (2020). Towards Automated Configuration of Stream Clustering Algorithms. Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19), 137–143. https://doi.org/10.1007/978-3-030-43823-4_12","ama":"Carnein M, Trautmann H, Bifet A, Pfahringer B. Towards Automated Configuration of Stream Clustering Algorithms. In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19). ; 2020:137–143. doi:10.1007/978-3-030-43823-4_12"},"type":"conference","language":[{"iso":"eng"}],"date_updated":"2023-10-16T13:03:15Z","_id":"46325","doi":"10.1007/978-3-030-43823-4_12"},{"citation":{"mla":"Assenmacher, Dennis, et al. “Inside the Tool Set of Automation: Free Social Bot Code Revisited.” Disinformation in Open Online Media, edited by Christian Grimme et al., Springer, 2020, pp. 101–114.","bibtex":"@inproceedings{Assenmacher_Frischlich _Trautmann_Grimme_Adam_2020, place={Wiesbaden}, series={Lecture Notes in Computer Science}, title={Inside the tool set of automation: Free social bot code revisited}, booktitle={Disinformation in open online media}, publisher={Springer}, author={Assenmacher, Dennis and Frischlich , Lena and Trautmann, Heike and Grimme, Christian and Adam, Lena}, editor={Grimme, Christian and Preuß, Mike and Takes, Frank and Waldherr, Annie}, year={2020}, pages={101–114}, collection={Lecture Notes in Computer Science} }","ama":"Assenmacher D, Frischlich L, Trautmann H, Grimme C, Adam L. Inside the tool set of automation: Free social bot code revisited. In: Grimme C, Preuß M, Takes F, Waldherr A, eds. Disinformation in Open Online Media. Lecture Notes in Computer Science. Springer; 2020:101–114.","apa":"Assenmacher, D., Frischlich , L., Trautmann, H., Grimme, C., & Adam, L. (2020). Inside the tool set of automation: Free social bot code revisited. In C. Grimme, M. Preuß, F. Takes, & A. Waldherr (Eds.), Disinformation in open online media (pp. 101–114). Springer.","chicago":"Assenmacher, Dennis, Lena Frischlich , Heike Trautmann, Christian Grimme, and Lena Adam. “Inside the Tool Set of Automation: Free Social Bot Code Revisited.” In Disinformation in Open Online Media, edited by Christian Grimme, Mike Preuß, Frank Takes, and Annie Waldherr, 101–114. Lecture Notes in Computer Science. Wiesbaden: Springer, 2020.","ieee":"D. Assenmacher, L. Frischlich , H. Trautmann, C. Grimme, and L. Adam, “Inside the tool set of automation: Free social bot code revisited,” in Disinformation in open online media, 2020, pp. 101–114.","short":"D. Assenmacher, L. Frischlich , H. Trautmann, C. Grimme, L. Adam, in: C. Grimme, M. Preuß, F. Takes, A. Waldherr (Eds.), Disinformation in Open Online Media, Springer, Wiesbaden, 2020, pp. 101–114."},"year":"2020","type":"conference","page":"101–114","language":[{"iso":"eng"}],"series_title":"Lecture Notes in Computer Science","_id":"46321","date_updated":"2023-10-16T13:00:15Z","editor":[{"full_name":"Grimme, Christian","first_name":"Christian","last_name":"Grimme"},{"last_name":"Preuß","full_name":"Preuß, Mike","first_name":"Mike"},{"full_name":"Takes, Frank","first_name":"Frank","last_name":"Takes"},{"first_name":"Annie","full_name":"Waldherr, Annie","last_name":"Waldherr"}],"status":"public","date_created":"2023-08-04T07:31:13Z","author":[{"first_name":"Dennis","full_name":"Assenmacher, Dennis","last_name":"Assenmacher"},{"first_name":"Lena","full_name":"Frischlich , Lena","last_name":"Frischlich "},{"id":"100740","last_name":"Trautmann","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike","first_name":"Heike"},{"full_name":"Grimme, Christian","first_name":"Christian","last_name":"Grimme"},{"first_name":"Lena","full_name":"Adam, Lena","last_name":"Adam"}],"publisher":"Springer","department":[{"_id":"34"},{"_id":"819"}],"publication":"Disinformation in open online media","title":"Inside the tool set of automation: Free social bot code revisited","user_id":"15504","place":"Wiesbaden","abstract":[{"lang":"eng","text":"Social bots have recently gained attention in the context of public opinion manipulation on social media platforms. While a lot of research effort has been put into the classification and detection of such automated programs, it is still unclear how technically sophisticated those bots are, which platforms they target, and where they originate from. To answer these questions, we gathered repository data from open source collaboration platforms to identify the status-quo of social bot development as well as first insights into the overall skills of publicly available bot code."}]},{"date_created":"2023-08-04T07:36:03Z","status":"public","publication":"Proceedings of the 14$^th$ Learning and Intelligent Optimization Conference (LION 2020)","department":[{"_id":"34"},{"_id":"819"}],"author":[{"last_name":"Carnein","first_name":"Matthias","full_name":"Carnein, Matthias"},{"last_name":"Trautmann","id":"100740","first_name":"Heike","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike"},{"full_name":"Bifet, Albert","first_name":"Albert","last_name":"Bifet"},{"first_name":"Bernhard","full_name":"Pfahringer, Bernhard","last_name":"Pfahringer"}],"title":"confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms","user_id":"15504","abstract":[{"text":"Machine learning has become one of the most important tools in data analysis. However, selecting the most appropriate machine learning algorithm and tuning its hyperparameters to their optimal values remains a difficult task. This is even more difficult for streaming applications where automated approaches are often not available to help during algorithm selection and configuration. This paper proposes the first approach for automated algorithm selection and configuration of stream clustering algorithms. We train an ensemble of different stream clustering algorithms and configurations in parallel and use the best performing configuration to obtain a clustering solution. By drawing new configurations from better performing ones, we are able to improve the ensemble performance over time. In large experiments on real and artificial data we show how our ensemble approach can improve upon default configurations and can also compete with a-posteriori algorithm configuration. Our approach is considerably faster than a-posteriori approaches and applicable in real-time. In addition, it is not limited to stream clustering and can be generalised to all streaming applications, including stream classification and regression.","lang":"eng"}],"place":"Athens, Greece","page":"80–95","citation":{"mla":"Carnein, Matthias, et al. “ConfStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms.” Proceedings of the 14$^th$ Learning and Intelligent Optimization Conference (LION 2020), 2020, pp. 80–95, doi:10.1007/978-3-030-53552-0_10.","bibtex":"@inproceedings{Carnein_Trautmann_Bifet_Pfahringer_2020, place={Athens, Greece}, title={confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms}, DOI={10.1007/978-3-030-53552-0_10}, booktitle={Proceedings of the 14$^th$ Learning and Intelligent Optimization Conference (LION 2020)}, author={Carnein, Matthias and Trautmann, Heike and Bifet, Albert and Pfahringer, Bernhard}, year={2020}, pages={80–95} }","ama":"Carnein M, Trautmann H, Bifet A, Pfahringer B. confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms. In: Proceedings of the 14$^th$ Learning and Intelligent Optimization Conference (LION 2020). ; 2020:80–95. doi:10.1007/978-3-030-53552-0_10","apa":"Carnein, M., Trautmann, H., Bifet, A., & Pfahringer, B. (2020). confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms. Proceedings of the 14$^th$ Learning and Intelligent Optimization Conference (LION 2020), 80–95. https://doi.org/10.1007/978-3-030-53552-0_10","chicago":"Carnein, Matthias, Heike Trautmann, Albert Bifet, and Bernhard Pfahringer. “ConfStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms.” In Proceedings of the 14$^th$ Learning and Intelligent Optimization Conference (LION 2020), 80–95. Athens, Greece, 2020. https://doi.org/10.1007/978-3-030-53552-0_10.","ieee":"M. Carnein, H. Trautmann, A. Bifet, and B. Pfahringer, “confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms,” in Proceedings of the 14$^th$ Learning and Intelligent Optimization Conference (LION 2020), 2020, pp. 80–95, doi: 10.1007/978-3-030-53552-0_10.","short":"M. Carnein, H. Trautmann, A. Bifet, B. Pfahringer, in: Proceedings of the 14$^th$ Learning and Intelligent Optimization Conference (LION 2020), Athens, Greece, 2020, pp. 80–95."},"type":"conference","year":"2020","language":[{"iso":"eng"}],"doi":"10.1007/978-3-030-53552-0_10","date_updated":"2023-10-16T13:03:36Z","_id":"46326"}]