[{"user_id":"102979","editor":[{"full_name":"Rudolph, Günter","last_name":"Rudolph","first_name":"Günter"},{"full_name":"Kononova, Anna V.","first_name":"Anna V.","last_name":"Kononova"},{"full_name":"Aguirre, Hernán","first_name":"Hernán","last_name":"Aguirre"},{"first_name":"Pascal","last_name":"Kerschke","full_name":"Kerschke, Pascal"},{"first_name":"Gabriela","last_name":"Ochoa","full_name":"Ochoa, Gabriela"},{"last_name":"Tusar","first_name":"Tea","full_name":"Tusar, Tea"}],"page":"192–206","_id":"48882","publisher":"Springer International Publishing","status":"public","place":"Cham","citation":{"ama":"Heins J, Rook J, Schäpermeier L, Kerschke P, Bossek J, Trautmann H. BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems. In: Rudolph G, Kononova AV, Aguirre H, Kerschke P, Ochoa G, Tusar T, eds. <i>Parallel Problem Solving from Nature (PPSN XVII)</i>. Lecture Notes in Computer Science. Springer International Publishing; 2022:192–206. doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">10.1007/978-3-031-14714-2_14</a>","bibtex":"@inproceedings{Heins_Rook_Schäpermeier_Kerschke_Bossek_Trautmann_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">10.1007/978-3-031-14714-2_14</a>}, booktitle={Parallel Problem Solving from Nature (PPSN XVII)}, publisher={Springer International Publishing}, author={Heins, Jonathan and Rook, Jeroen and Schäpermeier, Lennart and Kerschke, Pascal and Bossek, Jakob and Trautmann, Heike}, editor={Rudolph, Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa, Gabriela and Tusar, Tea}, year={2022}, pages={192–206}, collection={Lecture Notes in Computer Science} }","mla":"Heins, Jonathan, et al. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective Optimization Problems.” <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, edited by Günter Rudolph et al., Springer International Publishing, 2022, pp. 192–206, doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">10.1007/978-3-031-14714-2_14</a>.","short":"J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, H. Trautmann, in: G. Rudolph, A.V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tusar (Eds.), Parallel Problem Solving from Nature (PPSN XVII), Springer International Publishing, Cham, 2022, pp. 192–206.","chicago":"Heins, Jonathan, Jeroen Rook, Lennart Schäpermeier, Pascal Kerschke, Jakob Bossek, and Heike Trautmann. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective Optimization Problems.” In <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, edited by Günter Rudolph, Anna V. Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela Ochoa, and Tea Tusar, 192–206. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">https://doi.org/10.1007/978-3-031-14714-2_14</a>.","apa":"Heins, J., Rook, J., Schäpermeier, L., Kerschke, P., Bossek, J., &#38; Trautmann, H. (2022). BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems. In G. Rudolph, A. V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, &#38; T. Tusar (Eds.), <i>Parallel Problem Solving from Nature (PPSN XVII)</i> (pp. 192–206). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">https://doi.org/10.1007/978-3-031-14714-2_14</a>","ieee":"J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, and H. Trautmann, “BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems,” in <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, 2022, pp. 192–206, doi: <a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">10.1007/978-3-031-14714-2_14</a>."},"doi":"10.1007/978-3-031-14714-2_14","language":[{"iso":"eng"}],"series_title":"Lecture Notes in Computer Science","date_updated":"2023-12-13T10:47:50Z","title":"BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems","year":"2022","author":[{"first_name":"Jonathan","last_name":"Heins","full_name":"Heins, Jonathan"},{"last_name":"Rook","first_name":"Jeroen","full_name":"Rook, Jeroen"},{"last_name":"Schäpermeier","first_name":"Lennart","full_name":"Schäpermeier, Lennart"},{"last_name":"Kerschke","first_name":"Pascal","full_name":"Kerschke, Pascal"},{"full_name":"Bossek, Jakob","orcid":"0000-0002-4121-4668","first_name":"Jakob","last_name":"Bossek","id":"102979"},{"full_name":"Trautmann, Heike","last_name":"Trautmann","first_name":"Heike"}],"publication_identifier":{"isbn":["978-3-031-14714-2"]},"keyword":["Anytime behavior","Benchmarking","Continuous optimization","Multi-objective optimization","Multimodality","Performance metric"],"type":"conference","department":[{"_id":"819"}],"date_created":"2023-11-14T15:58:58Z","extern":"1","abstract":[{"text":"In multimodal multi-objective optimization (MMMOO), the focus is not solely on convergence in objective space, but rather also on explicitly ensuring diversity in decision space. We illustrate why commonly used diversity measures are not entirely appropriate for this task and propose a sophisticated basin-based evaluation (BBE) method. Also, BBE variants are developed, capturing the anytime behavior of algorithms. The set of BBE measures is tested by means of an algorithm configuration study. We show that these new measures also transfer properties of the well-established hypervolume (HV) indicator to the domain of MMMOO, thus also accounting for objective space convergence. Moreover, we advance MMMOO research by providing insights into the multimodal performance of the considered algorithms. Specifically, algorithms exploiting local structures are shown to outperform classical evolutionary multi-objective optimizers regarding the BBE variants and respective trade-off with HV.","lang":"eng"}],"publication":"Parallel Problem Solving from Nature (PPSN XVII)"},{"doi":"10.1145/3520304.3528998","language":[{"iso":"eng"}],"series_title":"GECCO’22","date_updated":"2023-12-13T10:50:24Z","title":"On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems","year":"2022","publication_identifier":{"isbn":["978-1-4503-9268-6"]},"author":[{"last_name":"Rook","first_name":"Jeroen","full_name":"Rook, Jeroen"},{"full_name":"Trautmann, Heike","first_name":"Heike","last_name":"Trautmann"},{"id":"102979","full_name":"Bossek, Jakob","first_name":"Jakob","orcid":"0000-0002-4121-4668","last_name":"Bossek"},{"full_name":"Grimme, Christian","first_name":"Christian","last_name":"Grimme"}],"type":"conference","keyword":["configuration","multi-modality","multi-objective optimization"],"department":[{"_id":"819"}],"date_created":"2023-11-14T15:59:00Z","extern":"1","abstract":[{"text":"Hardness of Multi-Objective (MO) continuous optimization problems results from an interplay of various problem characteristics, e. g. the degree of multi-modality. We present a benchmark study of classical and diversity focused optimizers on multi-modal MO problems based on automated algorithm configuration. We show the large effect of the latter and investigate the trade-off between convergence in objective space and diversity in decision space.","lang":"eng"}],"publication":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","user_id":"102979","page":"356–359","_id":"48896","publisher":"Association for Computing Machinery","status":"public","place":"New York, NY, USA","citation":{"mla":"Rook, Jeroen, et al. “On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems.” <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Association for Computing Machinery, 2022, pp. 356–359, doi:<a href=\"https://doi.org/10.1145/3520304.3528998\">10.1145/3520304.3528998</a>.","ama":"Rook J, Trautmann H, Bossek J, Grimme C. On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>. GECCO’22. Association for Computing Machinery; 2022:356–359. doi:<a href=\"https://doi.org/10.1145/3520304.3528998\">10.1145/3520304.3528998</a>","bibtex":"@inproceedings{Rook_Trautmann_Bossek_Grimme_2022, place={New York, NY, USA}, series={GECCO’22}, title={On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems}, DOI={<a href=\"https://doi.org/10.1145/3520304.3528998\">10.1145/3520304.3528998</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery}, author={Rook, Jeroen and Trautmann, Heike and Bossek, Jakob and Grimme, Christian}, year={2022}, pages={356–359}, collection={GECCO’22} }","apa":"Rook, J., Trautmann, H., Bossek, J., &#38; Grimme, C. (2022). On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems. <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 356–359. <a href=\"https://doi.org/10.1145/3520304.3528998\">https://doi.org/10.1145/3520304.3528998</a>","ieee":"J. Rook, H. Trautmann, J. Bossek, and C. Grimme, “On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 2022, pp. 356–359, doi: <a href=\"https://doi.org/10.1145/3520304.3528998\">10.1145/3520304.3528998</a>.","chicago":"Rook, Jeroen, Heike Trautmann, Jakob Bossek, and Christian Grimme. “On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 356–359. GECCO’22. New York, NY, USA: Association for Computing Machinery, 2022. <a href=\"https://doi.org/10.1145/3520304.3528998\">https://doi.org/10.1145/3520304.3528998</a>.","short":"J. Rook, H. Trautmann, J. Bossek, C. Grimme, in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, New York, NY, USA, 2022, pp. 356–359."}},{"title":"Tagungsbericht: „Fachdidaktische Entwicklungsforschung in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“ (22.03.2022 bis 23.03.2022, Bergische Universität Wuppertal)","year":"2022","status":"public","publication_identifier":{"issn":["2751-6792"]},"author":[{"full_name":"Drepper, Laura","last_name":"Drepper","first_name":"Laura"},{"first_name":"Benjamin","last_name":"Uhl","full_name":"Uhl, Benjamin"}],"date_updated":"2024-02-09T09:03:27Z","publication_status":"published","_id":"51294","language":[{"iso":"eng"}],"publisher":"University Library J. C. Senckenberg","doi":"10.21248/dideu.97","user_id":"40689","publication":"Didaktik Deutsch","issue":"52/53","citation":{"ama":"Drepper L, Uhl B. Tagungsbericht: „Fachdidaktische Entwicklungsforschung in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“ (22.03.2022 bis 23.03.2022, Bergische Universität Wuppertal). <i>Didaktik Deutsch</i>. 2022;(52/53). doi:<a href=\"https://doi.org/10.21248/dideu.97\">10.21248/dideu.97</a>","bibtex":"@article{Drepper_Uhl_2022, title={Tagungsbericht: „Fachdidaktische Entwicklungsforschung in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“ (22.03.2022 bis 23.03.2022, Bergische Universität Wuppertal)}, DOI={<a href=\"https://doi.org/10.21248/dideu.97\">10.21248/dideu.97</a>}, number={52/53}, journal={Didaktik Deutsch}, publisher={University Library J. C. Senckenberg}, author={Drepper, Laura and Uhl, Benjamin}, year={2022} }","mla":"Drepper, Laura, and Benjamin Uhl. “Tagungsbericht: „Fachdidaktische Entwicklungsforschung in Der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in Den Blick Nehmen“ (22.03.2022 Bis 23.03.2022, Bergische Universität Wuppertal).” <i>Didaktik Deutsch</i>, no. 52/53, University Library J. C. Senckenberg, 2022, doi:<a href=\"https://doi.org/10.21248/dideu.97\">10.21248/dideu.97</a>.","chicago":"Drepper, Laura, and Benjamin Uhl. “Tagungsbericht: „Fachdidaktische Entwicklungsforschung in Der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in Den Blick Nehmen“ (22.03.2022 Bis 23.03.2022, Bergische Universität Wuppertal).” <i>Didaktik Deutsch</i>, no. 52/53 (2022). <a href=\"https://doi.org/10.21248/dideu.97\">https://doi.org/10.21248/dideu.97</a>.","short":"L. Drepper, B. Uhl, Didaktik Deutsch (2022).","apa":"Drepper, L., &#38; Uhl, B. (2022). Tagungsbericht: „Fachdidaktische Entwicklungsforschung in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“ (22.03.2022 bis 23.03.2022, Bergische Universität Wuppertal). <i>Didaktik Deutsch</i>, <i>52/53</i>. <a href=\"https://doi.org/10.21248/dideu.97\">https://doi.org/10.21248/dideu.97</a>","ieee":"L. Drepper and B. Uhl, “Tagungsbericht: „Fachdidaktische Entwicklungsforschung in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“ (22.03.2022 bis 23.03.2022, Bergische Universität Wuppertal),” <i>Didaktik Deutsch</i>, no. 52/53, 2022, doi: <a href=\"https://doi.org/10.21248/dideu.97\">10.21248/dideu.97</a>."},"abstract":[{"lang":"eng","text":"<jats:p>Der Bericht gibt Einblicke in die Tagung „Fachdidaktische Entwicklungsforschung in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“. Diese fand am 22. und 23.03.2022 an der Bergischen Universität Wuppertal statt. Im Fokus der Tagung stand die Fragestellung, wie Design-Based Research als Forschungsmethode in der Deutschdidaktik eingesetzt werden kann. Hierzu wurden entsprechende Projekte sowohl unter methodologischer als auch unter fachdidaktischer Perspektive diskutiert.</jats:p>"}],"date_created":"2024-02-09T09:02:54Z","type":"journal_article"},{"publication":"Chemie Ingenieur Technik","issue":"7","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>Additive manufacturing is a promising tool for tailored solutions in chemical engineering. This applies in particular to the design of lab‐scale packed bed columns. We present experimental results to characterize a lab‐scale 3D printed structured metal packing and compare it to a conventional counterpart. The results indicate that necessary adjustments for the manufacturing process of the metal material have an influence on important operating parameters, resulting in higher specific pressure drop, slightly higher liquid holdup and lower mass transfer efficiency.</jats:p>","lang":"eng"}],"extern":"1","date_created":"2023-10-04T14:15:30Z","keyword":["Industrial and Manufacturing Engineering","General Chemical Engineering","General Chemistry"],"type":"journal_article","year":"2022","title":"Experimental Characterization of 3D Printed Structured Metal Packing with an Enclosed Column Wall","author":[{"id":"101499","orcid":"0000-0002-3053-0534","first_name":"Julia","last_name":"Riese","full_name":"Riese, Julia"},{"last_name":"Reitze","first_name":"Arnulf","full_name":"Reitze, Arnulf"},{"first_name":"Marcus","last_name":"Grünewald","full_name":"Grünewald, Marcus"}],"publication_identifier":{"issn":["0009-286X","1522-2640"]},"date_updated":"2024-03-08T11:31:40Z","publication_status":"published","intvolume":"        94","language":[{"iso":"eng"}],"doi":"10.1002/cite.202200002","citation":{"short":"J. Riese, A. Reitze, M. Grünewald, Chemie Ingenieur Technik 94 (2022) 993–1001.","chicago":"Riese, Julia, Arnulf Reitze, and Marcus Grünewald. “Experimental Characterization of 3D Printed Structured Metal Packing with an Enclosed Column Wall.” <i>Chemie Ingenieur Technik</i> 94, no. 7 (2022): 993–1001. <a href=\"https://doi.org/10.1002/cite.202200002\">https://doi.org/10.1002/cite.202200002</a>.","apa":"Riese, J., Reitze, A., &#38; Grünewald, M. (2022). Experimental Characterization of 3D Printed Structured Metal Packing with an Enclosed Column Wall. <i>Chemie Ingenieur Technik</i>, <i>94</i>(7), 993–1001. <a href=\"https://doi.org/10.1002/cite.202200002\">https://doi.org/10.1002/cite.202200002</a>","ieee":"J. Riese, A. Reitze, and M. Grünewald, “Experimental Characterization of 3D Printed Structured Metal Packing with an Enclosed Column Wall,” <i>Chemie Ingenieur Technik</i>, vol. 94, no. 7, pp. 993–1001, 2022, doi: <a href=\"https://doi.org/10.1002/cite.202200002\">10.1002/cite.202200002</a>.","ama":"Riese J, Reitze A, Grünewald M. Experimental Characterization of 3D Printed Structured Metal Packing with an Enclosed Column Wall. <i>Chemie Ingenieur Technik</i>. 2022;94(7):993-1001. doi:<a href=\"https://doi.org/10.1002/cite.202200002\">10.1002/cite.202200002</a>","bibtex":"@article{Riese_Reitze_Grünewald_2022, title={Experimental Characterization of 3D Printed Structured Metal Packing with an Enclosed Column Wall}, volume={94}, DOI={<a href=\"https://doi.org/10.1002/cite.202200002\">10.1002/cite.202200002</a>}, number={7}, journal={Chemie Ingenieur Technik}, publisher={Wiley}, author={Riese, Julia and Reitze, Arnulf and Grünewald, Marcus}, year={2022}, pages={993–1001} }","mla":"Riese, Julia, et al. “Experimental Characterization of 3D Printed Structured Metal Packing with an Enclosed Column Wall.” <i>Chemie Ingenieur Technik</i>, vol. 94, no. 7, Wiley, 2022, pp. 993–1001, doi:<a href=\"https://doi.org/10.1002/cite.202200002\">10.1002/cite.202200002</a>."},"quality_controlled":"1","status":"public","page":"993-1001","_id":"47561","publisher":"Wiley","user_id":"101499","volume":94},{"department":[{"_id":"632"}],"type":"conference","date_created":"2022-08-03T11:03:30Z","place":"Boston, MA","citation":{"ama":"Maehren M, Nieting P, Hebrok SN, Merget R, Somorovsky J, Schwenk J. TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries. In: <i>31st USENIX Security Symposium (USENIX Security 22)</i>. USENIX Association; 2022.","bibtex":"@inproceedings{Maehren_Nieting_Hebrok_Merget_Somorovsky_Schwenk_2022, place={Boston, MA}, title={TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries}, booktitle={31st USENIX Security Symposium (USENIX Security 22)}, publisher={USENIX Association}, author={Maehren, Marcel and Nieting, Philipp and Hebrok, Sven Niclas and Merget, Robert and Somorovsky, Juraj and Schwenk, Jörg}, year={2022} }","mla":"Maehren, Marcel, et al. “TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries.” <i>31st USENIX Security Symposium (USENIX Security 22)</i>, USENIX Association, 2022.","short":"M. Maehren, P. Nieting, S.N. Hebrok, R. Merget, J. Somorovsky, J. Schwenk, in: 31st USENIX Security Symposium (USENIX Security 22), USENIX Association, Boston, MA, 2022.","chicago":"Maehren, Marcel, Philipp Nieting, Sven Niclas Hebrok, Robert Merget, Juraj Somorovsky, and Jörg Schwenk. “TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries.” In <i>31st USENIX Security Symposium (USENIX Security 22)</i>. Boston, MA: USENIX Association, 2022.","apa":"Maehren, M., Nieting, P., Hebrok, S. N., Merget, R., Somorovsky, J., &#38; Schwenk, J. (2022). TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries. <i>31st USENIX Security Symposium (USENIX Security 22)</i>.","ieee":"M. Maehren, P. Nieting, S. N. Hebrok, R. Merget, J. Somorovsky, and J. Schwenk, “TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries,” 2022."},"publication":"31st USENIX Security Symposium (USENIX Security 22)","user_id":"83504","publisher":"USENIX Association","_id":"32573","language":[{"iso":"eng"}],"date_updated":"2024-04-02T12:19:45Z","author":[{"last_name":"Maehren","first_name":"Marcel","full_name":"Maehren, Marcel"},{"full_name":"Nieting, Philipp","first_name":"Philipp","last_name":"Nieting"},{"first_name":"Sven Niclas","last_name":"Hebrok","orcid":"0009-0006-1172-1665","full_name":"Hebrok, Sven Niclas","id":"55616"},{"first_name":"Robert","last_name":"Merget","full_name":"Merget, Robert"},{"full_name":"Somorovsky, Juraj","orcid":"0000-0002-3593-7720","first_name":"Juraj","last_name":"Somorovsky","id":"83504"},{"first_name":"Jörg","last_name":"Schwenk","full_name":"Schwenk, Jörg"}],"year":"2022","status":"public","title":"TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries"},{"doi":"10.1080/13683500.2021.2015299","language":[{"iso":"eng"}],"intvolume":"        25","publication_status":"published","date_updated":"2024-04-15T13:17:05Z","publication_identifier":{"issn":["1368-3500","1747-7603"]},"author":[{"id":"31858","full_name":"Tavana, Madjid","last_name":"Tavana","first_name":"Madjid"},{"full_name":"Azadmanesh, Abdolreza","last_name":"Azadmanesh","first_name":"Abdolreza"},{"last_name":"Nasr","first_name":"Arash Khalili","full_name":"Nasr, Arash Khalili"},{"first_name":"Hassan","last_name":"Mina","full_name":"Mina, Hassan"}],"title":"A multicriteria-optimization model for cultural heritage renovation projects and public-private partnerships in the hospitality industry","year":"2022","department":[{"_id":"277"}],"keyword":["Tourism","Leisure and Hospitality Management","Geography","Planning and Development"],"type":"journal_article","date_created":"2024-04-04T15:51:30Z","issue":"22","publication":"Current Issues in Tourism","volume":25,"user_id":"51811","_id":"53240","publisher":"Informa UK Limited","page":"3709-3734","status":"public","citation":{"mla":"Tavana, Madjid, et al. “A Multicriteria-Optimization Model for Cultural Heritage Renovation Projects and Public-Private Partnerships in the Hospitality Industry.” <i>Current Issues in Tourism</i>, vol. 25, no. 22, Informa UK Limited, 2022, pp. 3709–34, doi:<a href=\"https://doi.org/10.1080/13683500.2021.2015299\">10.1080/13683500.2021.2015299</a>.","bibtex":"@article{Tavana_Azadmanesh_Nasr_Mina_2022, title={A multicriteria-optimization model for cultural heritage renovation projects and public-private partnerships in the hospitality industry}, volume={25}, DOI={<a href=\"https://doi.org/10.1080/13683500.2021.2015299\">10.1080/13683500.2021.2015299</a>}, number={22}, journal={Current Issues in Tourism}, publisher={Informa UK Limited}, author={Tavana, Madjid and Azadmanesh, Abdolreza and Nasr, Arash Khalili and Mina, Hassan}, year={2022}, pages={3709–3734} }","ama":"Tavana M, Azadmanesh A, Nasr AK, Mina H. A multicriteria-optimization model for cultural heritage renovation projects and public-private partnerships in the hospitality industry. <i>Current Issues in Tourism</i>. 2022;25(22):3709-3734. doi:<a href=\"https://doi.org/10.1080/13683500.2021.2015299\">10.1080/13683500.2021.2015299</a>","ieee":"M. Tavana, A. Azadmanesh, A. K. Nasr, and H. Mina, “A multicriteria-optimization model for cultural heritage renovation projects and public-private partnerships in the hospitality industry,” <i>Current Issues in Tourism</i>, vol. 25, no. 22, pp. 3709–3734, 2022, doi: <a href=\"https://doi.org/10.1080/13683500.2021.2015299\">10.1080/13683500.2021.2015299</a>.","apa":"Tavana, M., Azadmanesh, A., Nasr, A. K., &#38; Mina, H. (2022). A multicriteria-optimization model for cultural heritage renovation projects and public-private partnerships in the hospitality industry. <i>Current Issues in Tourism</i>, <i>25</i>(22), 3709–3734. <a href=\"https://doi.org/10.1080/13683500.2021.2015299\">https://doi.org/10.1080/13683500.2021.2015299</a>","chicago":"Tavana, Madjid, Abdolreza Azadmanesh, Arash Khalili Nasr, and Hassan Mina. “A Multicriteria-Optimization Model for Cultural Heritage Renovation Projects and Public-Private Partnerships in the Hospitality Industry.” <i>Current Issues in Tourism</i> 25, no. 22 (2022): 3709–34. <a href=\"https://doi.org/10.1080/13683500.2021.2015299\">https://doi.org/10.1080/13683500.2021.2015299</a>.","short":"M. Tavana, A. Azadmanesh, A.K. Nasr, H. Mina, Current Issues in Tourism 25 (2022) 3709–3734."}},{"citation":{"mla":"Khalili-Damghani, Kaveh, et al. “A Stochastic Bi-Objective Simulation–Optimization Model for Cascade Disaster Location-Allocation-Distribution Problems.” <i>Annals of Operations Research</i>, vol. 309, no. 1, Springer Science and Business Media LLC, 2022, pp. 103–41, doi:<a href=\"https://doi.org/10.1007/s10479-021-04191-0\">10.1007/s10479-021-04191-0</a>.","ama":"Khalili-Damghani K, Tavana M, Ghasemi P. A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems. <i>Annals of Operations Research</i>. 2022;309(1):103-141. doi:<a href=\"https://doi.org/10.1007/s10479-021-04191-0\">10.1007/s10479-021-04191-0</a>","bibtex":"@article{Khalili-Damghani_Tavana_Ghasemi_2022, title={A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems}, volume={309}, DOI={<a href=\"https://doi.org/10.1007/s10479-021-04191-0\">10.1007/s10479-021-04191-0</a>}, number={1}, journal={Annals of Operations Research}, publisher={Springer Science and Business Media LLC}, author={Khalili-Damghani, Kaveh and Tavana, Madjid and Ghasemi, Peiman}, year={2022}, pages={103–141} }","apa":"Khalili-Damghani, K., Tavana, M., &#38; Ghasemi, P. (2022). A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems. <i>Annals of Operations Research</i>, <i>309</i>(1), 103–141. <a href=\"https://doi.org/10.1007/s10479-021-04191-0\">https://doi.org/10.1007/s10479-021-04191-0</a>","ieee":"K. Khalili-Damghani, M. Tavana, and P. Ghasemi, “A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems,” <i>Annals of Operations Research</i>, vol. 309, no. 1, pp. 103–141, 2022, doi: <a href=\"https://doi.org/10.1007/s10479-021-04191-0\">10.1007/s10479-021-04191-0</a>.","short":"K. Khalili-Damghani, M. Tavana, P. Ghasemi, Annals of Operations Research 309 (2022) 103–141.","chicago":"Khalili-Damghani, Kaveh, Madjid Tavana, and Peiman Ghasemi. “A Stochastic Bi-Objective Simulation–Optimization Model for Cascade Disaster Location-Allocation-Distribution Problems.” <i>Annals of Operations Research</i> 309, no. 1 (2022): 103–41. <a href=\"https://doi.org/10.1007/s10479-021-04191-0\">https://doi.org/10.1007/s10479-021-04191-0</a>."},"status":"public","_id":"53241","publisher":"Springer Science and Business Media LLC","page":"103-141","volume":309,"user_id":"51811","issue":"1","publication":"Annals of Operations Research","date_created":"2024-04-04T15:52:05Z","department":[{"_id":"277"}],"keyword":["Management Science and Operations Research","General Decision Sciences"],"type":"journal_article","publication_identifier":{"issn":["0254-5330","1572-9338"]},"author":[{"first_name":"Kaveh","last_name":"Khalili-Damghani","full_name":"Khalili-Damghani, Kaveh"},{"id":"31858","last_name":"Tavana","first_name":"Madjid","full_name":"Tavana, Madjid"},{"full_name":"Ghasemi, Peiman","first_name":"Peiman","last_name":"Ghasemi"}],"year":"2022","title":"A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems","intvolume":"       309","publication_status":"published","date_updated":"2024-04-15T13:17:18Z","language":[{"iso":"eng"}],"doi":"10.1007/s10479-021-04191-0"},{"type":"journal_article","department":[{"_id":"277"}],"date_created":"2024-04-04T15:55:17Z","publication":"Journal of Cleaner Production","citation":{"ieee":"S. Moazzeni, M. Tavana, and S. Mostafayi Darmian, “A dynamic location-arc routing optimization model for electric waste collection vehicles,” <i>Journal of Cleaner Production</i>, vol. 364, Art. no. 132571, 2022, doi: <a href=\"https://doi.org/10.1016/j.jclepro.2022.132571\">10.1016/j.jclepro.2022.132571</a>.","apa":"Moazzeni, S., Tavana, M., &#38; Mostafayi Darmian, S. (2022). A dynamic location-arc routing optimization model for electric waste collection vehicles. <i>Journal of Cleaner Production</i>, <i>364</i>, Article 132571. <a href=\"https://doi.org/10.1016/j.jclepro.2022.132571\">https://doi.org/10.1016/j.jclepro.2022.132571</a>","short":"S. Moazzeni, M. Tavana, S. Mostafayi Darmian, Journal of Cleaner Production 364 (2022).","chicago":"Moazzeni, Sahar, Madjid Tavana, and Sobhan Mostafayi Darmian. “A Dynamic Location-Arc Routing Optimization Model for Electric Waste Collection Vehicles.” <i>Journal of Cleaner Production</i> 364 (2022). <a href=\"https://doi.org/10.1016/j.jclepro.2022.132571\">https://doi.org/10.1016/j.jclepro.2022.132571</a>.","mla":"Moazzeni, Sahar, et al. “A Dynamic Location-Arc Routing Optimization Model for Electric Waste Collection Vehicles.” <i>Journal of Cleaner Production</i>, vol. 364, 132571, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.jclepro.2022.132571\">10.1016/j.jclepro.2022.132571</a>.","bibtex":"@article{Moazzeni_Tavana_Mostafayi Darmian_2022, title={A dynamic location-arc routing optimization model for electric waste collection vehicles}, volume={364}, DOI={<a href=\"https://doi.org/10.1016/j.jclepro.2022.132571\">10.1016/j.jclepro.2022.132571</a>}, number={132571}, journal={Journal of Cleaner Production}, publisher={Elsevier BV}, author={Moazzeni, Sahar and Tavana, Madjid and Mostafayi Darmian, Sobhan}, year={2022} }","ama":"Moazzeni S, Tavana M, Mostafayi Darmian S. A dynamic location-arc routing optimization model for electric waste collection vehicles. <i>Journal of Cleaner Production</i>. 2022;364. doi:<a href=\"https://doi.org/10.1016/j.jclepro.2022.132571\">10.1016/j.jclepro.2022.132571</a>"},"doi":"10.1016/j.jclepro.2022.132571","user_id":"51811","volume":364,"article_number":"132571","_id":"53245","publisher":"Elsevier BV","language":[{"iso":"eng"}],"date_updated":"2024-04-15T13:18:18Z","publication_status":"published","intvolume":"       364","year":"2022","title":"A dynamic location-arc routing optimization model for electric waste collection vehicles","status":"public","publication_identifier":{"issn":["0959-6526"]},"author":[{"first_name":"Sahar","last_name":"Moazzeni","full_name":"Moazzeni, Sahar"},{"full_name":"Tavana, Madjid","last_name":"Tavana","first_name":"Madjid","id":"31858"},{"last_name":"Mostafayi Darmian","first_name":"Sobhan","full_name":"Mostafayi Darmian, Sobhan"}]},{"citation":{"mla":"Tavana, Madjid, et al. “An Integrated Data Mining Framework for Organizational Resilience Assessment and Quality Management Optimization in Trauma Centers.” <i>Operations Research Forum</i>, vol. 3, no. 1, 17, Springer Science and Business Media LLC, 2022, doi:<a href=\"https://doi.org/10.1007/s43069-022-00132-0\">10.1007/s43069-022-00132-0</a>.","bibtex":"@article{Tavana_Nazari-Shirkouhi_Mashayekhi_Mousakhani_2022, title={An Integrated Data Mining Framework for Organizational Resilience Assessment and Quality Management Optimization in Trauma Centers}, volume={3}, DOI={<a href=\"https://doi.org/10.1007/s43069-022-00132-0\">10.1007/s43069-022-00132-0</a>}, number={117}, journal={Operations Research Forum}, publisher={Springer Science and Business Media LLC}, author={Tavana, Madjid and Nazari-Shirkouhi, Salman and Mashayekhi, Amir and Mousakhani, Saeed}, year={2022} }","ama":"Tavana M, Nazari-Shirkouhi S, Mashayekhi A, Mousakhani S. An Integrated Data Mining Framework for Organizational Resilience Assessment and Quality Management Optimization in Trauma Centers. <i>Operations Research Forum</i>. 2022;3(1). doi:<a href=\"https://doi.org/10.1007/s43069-022-00132-0\">10.1007/s43069-022-00132-0</a>","ieee":"M. Tavana, S. Nazari-Shirkouhi, A. Mashayekhi, and S. Mousakhani, “An Integrated Data Mining Framework for Organizational Resilience Assessment and Quality Management Optimization in Trauma Centers,” <i>Operations Research Forum</i>, vol. 3, no. 1, Art. no. 17, 2022, doi: <a href=\"https://doi.org/10.1007/s43069-022-00132-0\">10.1007/s43069-022-00132-0</a>.","apa":"Tavana, M., Nazari-Shirkouhi, S., Mashayekhi, A., &#38; Mousakhani, S. (2022). An Integrated Data Mining Framework for Organizational Resilience Assessment and Quality Management Optimization in Trauma Centers. <i>Operations Research Forum</i>, <i>3</i>(1), Article 17. <a href=\"https://doi.org/10.1007/s43069-022-00132-0\">https://doi.org/10.1007/s43069-022-00132-0</a>","short":"M. Tavana, S. Nazari-Shirkouhi, A. Mashayekhi, S. Mousakhani, Operations Research Forum 3 (2022).","chicago":"Tavana, Madjid, Salman Nazari-Shirkouhi, Amir Mashayekhi, and Saeed Mousakhani. “An Integrated Data Mining Framework for Organizational Resilience Assessment and Quality Management Optimization in Trauma Centers.” <i>Operations Research Forum</i> 3, no. 1 (2022). <a href=\"https://doi.org/10.1007/s43069-022-00132-0\">https://doi.org/10.1007/s43069-022-00132-0</a>."},"publisher":"Springer Science and Business Media LLC","_id":"53253","volume":3,"user_id":"51811","status":"public","date_created":"2024-04-04T16:01:40Z","department":[{"_id":"277"}],"type":"journal_article","publication":"Operations Research Forum","issue":"1","language":[{"iso":"eng"}],"article_number":"17","doi":"10.1007/s43069-022-00132-0","author":[{"full_name":"Tavana, Madjid","first_name":"Madjid","last_name":"Tavana","id":"31858"},{"last_name":"Nazari-Shirkouhi","first_name":"Salman","full_name":"Nazari-Shirkouhi, Salman"},{"full_name":"Mashayekhi, Amir","first_name":"Amir","last_name":"Mashayekhi"},{"first_name":"Saeed","last_name":"Mousakhani","full_name":"Mousakhani, Saeed"}],"publication_identifier":{"issn":["2662-2556"]},"title":"An Integrated Data Mining Framework for Organizational Resilience Assessment and Quality Management Optimization in Trauma Centers","year":"2022","intvolume":"         3","date_updated":"2024-04-15T13:20:37Z","publication_status":"published"},{"date_created":"2024-04-04T16:04:20Z","department":[{"_id":"277"}],"type":"journal_article","publication":"SN Computer Science","issue":"4","language":[{"iso":"eng"}],"article_number":"311","doi":"10.1007/s42979-022-01208-8","author":[{"first_name":"Seyed Emadedin","last_name":"Hashemi","full_name":"Hashemi, Seyed Emadedin"},{"id":"31858","full_name":"Tavana, Madjid","last_name":"Tavana","first_name":"Madjid"},{"last_name":"Bakhshi","first_name":"Maryam","full_name":"Bakhshi, Maryam"}],"publication_identifier":{"issn":["2661-8907"]},"title":"A New Particle Swarm Optimization Algorithm for Optimizing Big Data Clustering","year":"2022","intvolume":"         3","publication_status":"published","date_updated":"2024-04-15T13:21:12Z","citation":{"ama":"Hashemi SE, Tavana M, Bakhshi M. A New Particle Swarm Optimization Algorithm for Optimizing Big Data Clustering. <i>SN Computer Science</i>. 2022;3(4). doi:<a href=\"https://doi.org/10.1007/s42979-022-01208-8\">10.1007/s42979-022-01208-8</a>","bibtex":"@article{Hashemi_Tavana_Bakhshi_2022, title={A New Particle Swarm Optimization Algorithm for Optimizing Big Data Clustering}, volume={3}, DOI={<a href=\"https://doi.org/10.1007/s42979-022-01208-8\">10.1007/s42979-022-01208-8</a>}, number={4311}, journal={SN Computer Science}, publisher={Springer Science and Business Media LLC}, author={Hashemi, Seyed Emadedin and Tavana, Madjid and Bakhshi, Maryam}, year={2022} }","mla":"Hashemi, Seyed Emadedin, et al. “A New Particle Swarm Optimization Algorithm for Optimizing Big Data Clustering.” <i>SN Computer Science</i>, vol. 3, no. 4, 311, Springer Science and Business Media LLC, 2022, doi:<a href=\"https://doi.org/10.1007/s42979-022-01208-8\">10.1007/s42979-022-01208-8</a>.","chicago":"Hashemi, Seyed Emadedin, Madjid Tavana, and Maryam Bakhshi. “A New Particle Swarm Optimization Algorithm for Optimizing Big Data Clustering.” <i>SN Computer Science</i> 3, no. 4 (2022). <a href=\"https://doi.org/10.1007/s42979-022-01208-8\">https://doi.org/10.1007/s42979-022-01208-8</a>.","short":"S.E. Hashemi, M. Tavana, M. Bakhshi, SN Computer Science 3 (2022).","apa":"Hashemi, S. E., Tavana, M., &#38; Bakhshi, M. (2022). A New Particle Swarm Optimization Algorithm for Optimizing Big Data Clustering. <i>SN Computer Science</i>, <i>3</i>(4), Article 311. <a href=\"https://doi.org/10.1007/s42979-022-01208-8\">https://doi.org/10.1007/s42979-022-01208-8</a>","ieee":"S. E. Hashemi, M. Tavana, and M. Bakhshi, “A New Particle Swarm Optimization Algorithm for Optimizing Big Data Clustering,” <i>SN Computer Science</i>, vol. 3, no. 4, Art. no. 311, 2022, doi: <a href=\"https://doi.org/10.1007/s42979-022-01208-8\">10.1007/s42979-022-01208-8</a>."},"_id":"53256","publisher":"Springer Science and Business Media LLC","volume":3,"user_id":"51811","status":"public"},{"_id":"40988","publisher":"Wiley","user_id":"48467","volume":14,"status":"public","citation":{"ieee":"S. Weber <i>et al.</i>, “Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation,” <i>ChemCatChem</i>, vol. 14, no. 8, 2022, doi: <a href=\"https://doi.org/10.1002/cctc.202101878\">10.1002/cctc.202101878</a>.","apa":"Weber, S., Zimmermann, R. T., Bremer, J., Abel, K. L., Poppitz, D., Prinz, N., Ilsemann, J., Wendholt, S., Yang, Q., Pashminehazar, R., Monaco, F., Cloetens, P., Huang, X., Kübel, C., Kondratenko, E., Bauer, M., Bäumer, M., Zobel, M., Gläser, R., … Sheppard, T. L. (2022). Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation. <i>ChemCatChem</i>, <i>14</i>(8). <a href=\"https://doi.org/10.1002/cctc.202101878\">https://doi.org/10.1002/cctc.202101878</a>","chicago":"Weber, Sebastian, Ronny T. Zimmermann, Jens Bremer, Ken L. Abel, David Poppitz, Nils Prinz, Jan Ilsemann, et al. “Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation.” <i>ChemCatChem</i> 14, no. 8 (2022). <a href=\"https://doi.org/10.1002/cctc.202101878\">https://doi.org/10.1002/cctc.202101878</a>.","short":"S. Weber, R.T. Zimmermann, J. Bremer, K.L. Abel, D. Poppitz, N. Prinz, J. Ilsemann, S. Wendholt, Q. Yang, R. Pashminehazar, F. Monaco, P. Cloetens, X. Huang, C. Kübel, E. Kondratenko, M. Bauer, M. Bäumer, M. Zobel, R. Gläser, K. Sundmacher, T.L. Sheppard, ChemCatChem 14 (2022).","mla":"Weber, Sebastian, et al. “Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation.” <i>ChemCatChem</i>, vol. 14, no. 8, Wiley, 2022, doi:<a href=\"https://doi.org/10.1002/cctc.202101878\">10.1002/cctc.202101878</a>.","bibtex":"@article{Weber_Zimmermann_Bremer_Abel_Poppitz_Prinz_Ilsemann_Wendholt_Yang_Pashminehazar_et al._2022, title={Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation}, volume={14}, DOI={<a href=\"https://doi.org/10.1002/cctc.202101878\">10.1002/cctc.202101878</a>}, number={8}, journal={ChemCatChem}, publisher={Wiley}, author={Weber, Sebastian and Zimmermann, Ronny T. and Bremer, Jens and Abel, Ken L. and Poppitz, David and Prinz, Nils and Ilsemann, Jan and Wendholt, Sven and Yang, Qingxin and Pashminehazar, Reihaneh and et al.}, year={2022} }","ama":"Weber S, Zimmermann RT, Bremer J, et al. Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation. <i>ChemCatChem</i>. 2022;14(8). doi:<a href=\"https://doi.org/10.1002/cctc.202101878\">10.1002/cctc.202101878</a>"},"language":[{"iso":"eng"}],"doi":"10.1002/cctc.202101878","title":"Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation","year":"2022","author":[{"last_name":"Weber","first_name":"Sebastian","full_name":"Weber, Sebastian"},{"first_name":"Ronny T.","last_name":"Zimmermann","full_name":"Zimmermann, Ronny T."},{"full_name":"Bremer, Jens","first_name":"Jens","last_name":"Bremer"},{"last_name":"Abel","first_name":"Ken L.","full_name":"Abel, Ken L."},{"full_name":"Poppitz, David","last_name":"Poppitz","first_name":"David"},{"first_name":"Nils","last_name":"Prinz","full_name":"Prinz, Nils"},{"last_name":"Ilsemann","first_name":"Jan","full_name":"Ilsemann, Jan"},{"first_name":"Sven","last_name":"Wendholt","full_name":"Wendholt, Sven"},{"full_name":"Yang, Qingxin","last_name":"Yang","first_name":"Qingxin"},{"full_name":"Pashminehazar, Reihaneh","last_name":"Pashminehazar","first_name":"Reihaneh"},{"last_name":"Monaco","first_name":"Federico","full_name":"Monaco, Federico"},{"first_name":"Peter","last_name":"Cloetens","full_name":"Cloetens, Peter"},{"last_name":"Huang","first_name":"Xiaohui","full_name":"Huang, Xiaohui"},{"first_name":"Christian","last_name":"Kübel","full_name":"Kübel, Christian"},{"first_name":"Evgenii","last_name":"Kondratenko","full_name":"Kondratenko, Evgenii"},{"last_name":"Bauer","first_name":"Matthias","orcid":"0000-0002-9294-6076","full_name":"Bauer, Matthias","id":"47241"},{"full_name":"Bäumer, Marcus","first_name":"Marcus","last_name":"Bäumer"},{"last_name":"Zobel","first_name":"Mirijam","full_name":"Zobel, Mirijam"},{"full_name":"Gläser, Roger","first_name":"Roger","last_name":"Gläser"},{"full_name":"Sundmacher, Kai","last_name":"Sundmacher","first_name":"Kai"},{"full_name":"Sheppard, Thomas L.","first_name":"Thomas L.","last_name":"Sheppard"}],"publication_identifier":{"issn":["1867-3880","1867-3899"]},"date_updated":"2024-05-08T13:03:51Z","publication_status":"published","intvolume":"        14","date_created":"2023-01-30T16:25:02Z","type":"journal_article","keyword":["Inorganic Chemistry","Organic Chemistry","Physical and Theoretical Chemistry","Catalysis"],"department":[{"_id":"35"},{"_id":"306"}],"publication":"ChemCatChem","issue":"8","abstract":[{"lang":"eng","text":"Increasing the metal-to-ligand charge transfer (MLCT) excited state lifetime of polypyridine iron(II) complexes can be achieved by lowering the ligand's π* orbital energy and by increasing the ligand field splitting. In the homo- and heteroleptic complexes [Fe(cpmp)2]2+ (12+) and [Fe(cpmp)(ddpd)]2+ (22+) with the tridentate ligands 6,2’’-carboxypyridyl-2,2’-methylamine-pyridyl-pyridine (cpmp) and N,N’-dimethyl-N,N’-di-pyridin-2-ylpyridine-2,6-diamine (ddpd) two or one dipyridyl ketone moieties provide low energy π* acceptor orbitals. A good metal-ligand orbital overlap to increase the ligand field splitting is achieved by optimizing the octahedricity through CO and NMe units between the coordinating pyridines which enable the formation of six-membered chelate rings. The push-pull ligand cpmp provides intra-ligand and ligand-to-ligand charge transfer (ILCT, LL'CT) excited states in addition to MLCT excited states. Ground and excited state properties of 12+ and 22+ were accessed by X-ray diffraction analyses, resonance Raman spectroscopy, (spectro)electrochemistry, EPR spectroscopy, X-ray emission spectroscopy, static and time-resolved IR and UV/Vis/NIR absorption spectroscopy as well as quantum chemical calculations."}]},{"oa":"1","file_date_updated":"2024-05-30T18:04:31Z","citation":{"mla":"Sieger, Leonie Nora, et al. “User Involvement in Training Smart Home Agents.” <i>International Conference on Human-Agent Interaction</i>, ACM, 2022, doi:<a href=\"https://doi.org/10.1145/3527188.3561914\">10.1145/3527188.3561914</a>.","bibtex":"@inproceedings{Sieger_Hermann_Schomäcker_Heindorf_Meske_Hey_Doğangün_2022, title={User Involvement in Training Smart Home Agents}, DOI={<a href=\"https://doi.org/10.1145/3527188.3561914\">10.1145/3527188.3561914</a>}, booktitle={International Conference on Human-Agent Interaction}, publisher={ACM}, author={Sieger, Leonie Nora and Hermann, Julia and Schomäcker, Astrid and Heindorf, Stefan and Meske, Christian and Hey, Celine-Chiara and Doğangün, Ayşegül}, year={2022} }","ama":"Sieger LN, Hermann J, Schomäcker A, et al. User Involvement in Training Smart Home Agents. In: <i>International Conference on Human-Agent Interaction</i>. ACM; 2022. doi:<a href=\"https://doi.org/10.1145/3527188.3561914\">10.1145/3527188.3561914</a>","ieee":"L. N. Sieger <i>et al.</i>, “User Involvement in Training Smart Home Agents,” presented at the HAI ’22: International Conference on Human-Agent Interaction, Christchurch, New Zealand, 2022, doi: <a href=\"https://doi.org/10.1145/3527188.3561914\">10.1145/3527188.3561914</a>.","apa":"Sieger, L. N., Hermann, J., Schomäcker, A., Heindorf, S., Meske, C., Hey, C.-C., &#38; Doğangün, A. (2022). User Involvement in Training Smart Home Agents. <i>International Conference on Human-Agent Interaction</i>. HAI ’22: International Conference on Human-Agent Interaction, Christchurch, New Zealand. <a href=\"https://doi.org/10.1145/3527188.3561914\">https://doi.org/10.1145/3527188.3561914</a>","chicago":"Sieger, Leonie Nora, Julia Hermann, Astrid Schomäcker, Stefan Heindorf, Christian Meske, Celine-Chiara Hey, and Ayşegül Doğangün. “User Involvement in Training Smart Home Agents.” In <i>International Conference on Human-Agent Interaction</i>. ACM, 2022. <a href=\"https://doi.org/10.1145/3527188.3561914\">https://doi.org/10.1145/3527188.3561914</a>.","short":"L.N. Sieger, J. Hermann, A. Schomäcker, S. Heindorf, C. Meske, C.-C. Hey, A. Doğangün, in: International Conference on Human-Agent Interaction, ACM, 2022."},"quality_controlled":"1","project":[{"name":"TRR 318 - B1: TRR 318 - Subproject B1","_id":"121","grant_number":"438445824"}],"publisher":"ACM","_id":"34674","ddc":["000"],"user_id":"11871","status":"public","conference":{"name":"HAI '22: International Conference on Human-Agent Interaction","start_date":"2022-12-05","location":"Christchurch, New Zealand","end_date":"2022-12-08"},"has_accepted_license":"1","file":[{"creator":"heindorf","date_created":"2024-05-30T18:04:31Z","relation":"main_file","date_updated":"2024-05-30T18:04:31Z","file_name":"User_Involvement_in_Training_Smart_Home_Agents_public.pdf","file_size":1151728,"access_level":"closed","file_id":"54524","success":1,"content_type":"application/pdf"}],"date_created":"2022-12-21T09:48:43Z","type":"conference","keyword":["human-agent interaction","smart homes","supervised learning","participation"],"department":[{"_id":"574"},{"_id":"760"}],"publication":"International Conference on Human-Agent Interaction","abstract":[{"text":"Smart home systems contain plenty of features that enhance wellbeing in everyday life through artificial intelligence (AI). However, many users feel insecure because they do not understand the AI’s functionality and do not feel they are in control of it. Combining technical, psychological and philosophical views on AI, we rethink smart homes as interactive systems where users can partake in an intelligent agent’s learning. Parallel to the goals of explainable AI (XAI), we explored the possibility of user involvement in supervised learning of the smart home to have a first approach to improve acceptance, support subjective understanding and increase perceived control. In this work, we conducted two studies: In an online pre-study, we asked participants about their attitude towards teaching AI via a questionnaire. In the main study, we performed a Wizard of Oz laboratory experiment with human participants, where participants spent time in a prototypical smart home and taught activity recognition to the intelligent agent through supervised learning based on the user’s behaviour. We found that involvement in the AI’s learning phase enhanced the users’ feeling of control, perceived understanding and perceived usefulness of AI in general. The participants reported positive attitudes towards training a smart home AI and found the process understandable and controllable. We suggest that involving the user in the learning phase could lead to better personalisation and increased understanding and control by users of intelligent agents for smart home automation.","lang":"eng"}],"main_file_link":[{"url":"https://papers.dice-research.org/2022/HAI_SmartHome/User_Involvement_in_Training_Smart_Home_Agents_public.pdf","open_access":"1"}],"language":[{"iso":"eng"}],"doi":"10.1145/3527188.3561914","alternative_title":["Increasing Perceived Control and Understanding"],"title":"User Involvement in Training Smart Home Agents","year":"2022","author":[{"first_name":"Leonie Nora","last_name":"Sieger","full_name":"Sieger, Leonie Nora","id":"93402"},{"full_name":"Hermann, Julia","first_name":"Julia","last_name":"Hermann"},{"full_name":"Schomäcker, Astrid","last_name":"Schomäcker","first_name":"Astrid"},{"full_name":"Heindorf, Stefan","last_name":"Heindorf","orcid":"0000-0002-4525-6865","first_name":"Stefan","id":"11871"},{"full_name":"Meske, Christian","first_name":"Christian","last_name":"Meske"},{"first_name":"Celine-Chiara","last_name":"Hey","full_name":"Hey, Celine-Chiara"},{"full_name":"Doğangün, Ayşegül","first_name":"Ayşegül","last_name":"Doğangün"}],"date_updated":"2024-05-30T18:04:45Z","publication_status":"published"},{"publication":"SAC ’22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022","citation":{"apa":"Tirtarasa, S., &#38; Turhan, A.-Y. (2022). Computing generalizations of temporal ϵL concepts with next and global. In J. Hong, M. Bures, J. W. Park, &#38; T. Cerný (Eds.), <i>SAC ’22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022</i> (pp. 903–910). ACM. <a href=\"https://doi.org/10.1145/3477314.3507136\">https://doi.org/10.1145/3477314.3507136</a>","ieee":"S. Tirtarasa and A.-Y. Turhan, “Computing generalizations of temporal ϵL concepts with next and global,” in <i>SAC ’22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022</i>, 2022, pp. 903–910, doi: <a href=\"https://doi.org/10.1145/3477314.3507136\">10.1145/3477314.3507136</a>.","short":"S. Tirtarasa, A.-Y. Turhan, in: J. Hong, M. Bures, J.W. Park, T. Cerný (Eds.), SAC ’22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022, ACM, 2022, pp. 903–910.","chicago":"Tirtarasa, Satyadharma, and Anni-Yasmin Turhan. “Computing Generalizations of Temporal ΕL Concepts with next and Global.” In <i>SAC ’22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022</i>, edited by Jiman Hong, Miroslav Bures, Juw Won Park, and Tomás Cerný, 903–910. ACM, 2022. <a href=\"https://doi.org/10.1145/3477314.3507136\">https://doi.org/10.1145/3477314.3507136</a>.","mla":"Tirtarasa, Satyadharma, and Anni-Yasmin Turhan. “Computing Generalizations of Temporal ΕL Concepts with next and Global.” <i>SAC ’22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022</i>, edited by Jiman Hong et al., ACM, 2022, pp. 903–910, doi:<a href=\"https://doi.org/10.1145/3477314.3507136\">10.1145/3477314.3507136</a>.","ama":"Tirtarasa S, Turhan A-Y. Computing generalizations of temporal ϵL concepts with next and global. In: Hong J, Bures M, Park JW, Cerný T, eds. <i>SAC ’22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022</i>. ACM; 2022:903–910. doi:<a href=\"https://doi.org/10.1145/3477314.3507136\">10.1145/3477314.3507136</a>","bibtex":"@inproceedings{Tirtarasa_Turhan_2022, title={Computing generalizations of temporal ϵL concepts with next and global}, DOI={<a href=\"https://doi.org/10.1145/3477314.3507136\">10.1145/3477314.3507136</a>}, booktitle={SAC ’22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022}, publisher={ACM}, author={Tirtarasa, Satyadharma and Turhan, Anni-Yasmin}, editor={Hong, Jiman and Bures, Miroslav and Park, Juw Won and Cerný, Tomás}, year={2022}, pages={903–910} }"},"date_created":"2024-03-26T10:54:20Z","type":"conference","department":[{"_id":"888"}],"year":"2022","status":"public","title":"Computing generalizations of temporal ϵL concepts with next and global","author":[{"full_name":"Tirtarasa, Satyadharma","last_name":"Tirtarasa","first_name":"Satyadharma"},{"first_name":"Anni-Yasmin","last_name":"Turhan","full_name":"Turhan, Anni-Yasmin","id":"104470"}],"date_updated":"2024-06-03T08:07:35Z","page":"903–910","publisher":"ACM","_id":"52924","language":[{"iso":"eng"}],"doi":"10.1145/3477314.3507136","user_id":"9503","editor":[{"full_name":"Hong, Jiman","last_name":"Hong","first_name":"Jiman"},{"full_name":"Bures, Miroslav","last_name":"Bures","first_name":"Miroslav"},{"full_name":"Park, Juw Won","last_name":"Park","first_name":"Juw Won"},{"first_name":"Tomás","last_name":"Cerný","full_name":"Cerný, Tomás"}]},{"citation":{"ama":"Gutfleisch M, Klemmer JH, Busch N, Acar Y, Sasse MA, Fahl S. How Does Usable Security (Not) End Up in Software Products? Results From a Qualitative Interview Study. In: <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>. IEEE; 2022:893–910. doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833756\">10.1109/SP46214.2022.9833756</a>","bibtex":"@inproceedings{Gutfleisch_Klemmer_Busch_Acar_Sasse_Fahl_2022, title={How Does Usable Security (Not) End Up in Software Products? Results From a Qualitative Interview Study}, DOI={<a href=\"https://doi.org/10.1109/SP46214.2022.9833756\">10.1109/SP46214.2022.9833756</a>}, booktitle={43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022}, publisher={IEEE}, author={Gutfleisch, Marco and Klemmer, Jan H. and Busch, Niklas and Acar, Yasemin and Sasse, M. Angela and Fahl, Sascha}, year={2022}, pages={893–910} }","mla":"Gutfleisch, Marco, et al. “How Does Usable Security (Not) End Up in Software Products? Results From a Qualitative Interview Study.” <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, IEEE, 2022, pp. 893–910, doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833756\">10.1109/SP46214.2022.9833756</a>.","chicago":"Gutfleisch, Marco, Jan H. Klemmer, Niklas Busch, Yasemin Acar, M. Angela Sasse, and Sascha Fahl. “How Does Usable Security (Not) End Up in Software Products? Results From a Qualitative Interview Study.” In <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 893–910. IEEE, 2022. <a href=\"https://doi.org/10.1109/SP46214.2022.9833756\">https://doi.org/10.1109/SP46214.2022.9833756</a>.","short":"M. Gutfleisch, J.H. Klemmer, N. Busch, Y. Acar, M.A. Sasse, S. Fahl, in: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, IEEE, 2022, pp. 893–910.","apa":"Gutfleisch, M., Klemmer, J. H., Busch, N., Acar, Y., Sasse, M. A., &#38; Fahl, S. (2022). How Does Usable Security (Not) End Up in Software Products? Results From a Qualitative Interview Study. <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 893–910. <a href=\"https://doi.org/10.1109/SP46214.2022.9833756\">https://doi.org/10.1109/SP46214.2022.9833756</a>","ieee":"M. Gutfleisch, J. H. Klemmer, N. Busch, Y. Acar, M. A. Sasse, and S. Fahl, “How Does Usable Security (Not) End Up in Software Products? Results From a Qualitative Interview Study,” in <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 2022, pp. 893–910, doi: <a href=\"https://doi.org/10.1109/SP46214.2022.9833756\">10.1109/SP46214.2022.9833756</a>."},"publication":"43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022","extern":"1","date_created":"2023-09-22T13:18:54Z","department":[{"_id":"34"},{"_id":"858"}],"type":"conference","author":[{"full_name":"Gutfleisch, Marco","first_name":"Marco","last_name":"Gutfleisch"},{"first_name":"Jan H.","last_name":"Klemmer","full_name":"Klemmer, Jan H."},{"last_name":"Busch","first_name":"Niklas","full_name":"Busch, Niklas"},{"last_name":"Acar","first_name":"Yasemin","full_name":"Acar, Yasemin","id":"94636"},{"first_name":"M. Angela","last_name":"Sasse","full_name":"Sasse, M. Angela"},{"last_name":"Fahl","first_name":"Sascha","full_name":"Fahl, Sascha"}],"status":"public","year":"2022","title":"How Does Usable Security (Not) End Up in Software Products? Results From a Qualitative Interview Study","date_updated":"2024-06-05T12:53:00Z","_id":"47286","publisher":"IEEE","language":[{"iso":"eng"}],"page":"893–910","doi":"10.1109/SP46214.2022.9833756","user_id":"14931"},{"citation":{"bibtex":"@inproceedings{Stransky_Wiese_Roth_Acar_Fahl_2022, title={27 Years and 81 Million Opportunities Later: Investigating the Use of Email Encryption for an Entire University}, DOI={<a href=\"https://doi.org/10.1109/SP46214.2022.9833755\">10.1109/SP46214.2022.9833755</a>}, booktitle={43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022}, publisher={IEEE}, author={Stransky, Christian and Wiese, Oliver and Roth, Volker and Acar, Yasemin and Fahl, Sascha}, year={2022}, pages={860–875} }","ama":"Stransky C, Wiese O, Roth V, Acar Y, Fahl S. 27 Years and 81 Million Opportunities Later: Investigating the Use of Email Encryption for an Entire University. In: <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>. IEEE; 2022:860–875. doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833755\">10.1109/SP46214.2022.9833755</a>","mla":"Stransky, Christian, et al. “27 Years and 81 Million Opportunities Later: Investigating the Use of Email Encryption for an Entire University.” <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, IEEE, 2022, pp. 860–875, doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833755\">10.1109/SP46214.2022.9833755</a>.","short":"C. Stransky, O. Wiese, V. Roth, Y. Acar, S. Fahl, in: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, IEEE, 2022, pp. 860–875.","chicago":"Stransky, Christian, Oliver Wiese, Volker Roth, Yasemin Acar, and Sascha Fahl. “27 Years and 81 Million Opportunities Later: Investigating the Use of Email Encryption for an Entire University.” In <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 860–875. IEEE, 2022. <a href=\"https://doi.org/10.1109/SP46214.2022.9833755\">https://doi.org/10.1109/SP46214.2022.9833755</a>.","ieee":"C. Stransky, O. Wiese, V. Roth, Y. Acar, and S. Fahl, “27 Years and 81 Million Opportunities Later: Investigating the Use of Email Encryption for an Entire University,” in <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 2022, pp. 860–875, doi: <a href=\"https://doi.org/10.1109/SP46214.2022.9833755\">10.1109/SP46214.2022.9833755</a>.","apa":"Stransky, C., Wiese, O., Roth, V., Acar, Y., &#38; Fahl, S. (2022). 27 Years and 81 Million Opportunities Later: Investigating the Use of Email Encryption for an Entire University. <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 860–875. <a href=\"https://doi.org/10.1109/SP46214.2022.9833755\">https://doi.org/10.1109/SP46214.2022.9833755</a>"},"publication":"43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022","extern":"1","date_created":"2023-09-22T13:19:56Z","department":[{"_id":"34"},{"_id":"858"}],"type":"conference","author":[{"full_name":"Stransky, Christian","first_name":"Christian","last_name":"Stransky"},{"full_name":"Wiese, Oliver","first_name":"Oliver","last_name":"Wiese"},{"first_name":"Volker","last_name":"Roth","full_name":"Roth, Volker"},{"full_name":"Acar, Yasemin","first_name":"Yasemin","last_name":"Acar","id":"94636"},{"full_name":"Fahl, Sascha","first_name":"Sascha","last_name":"Fahl"}],"title":"27 Years and 81 Million Opportunities Later: Investigating the Use of Email Encryption for an Entire University","year":"2022","status":"public","date_updated":"2024-06-05T12:53:20Z","_id":"47287","publisher":"IEEE","language":[{"iso":"eng"}],"page":"860–875","user_id":"14931","doi":"10.1109/SP46214.2022.9833755"},{"type":"conference","department":[{"_id":"34"},{"_id":"858"}],"date_created":"2023-09-22T13:20:28Z","extern":"1","publication":"43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022","citation":{"apa":"Jancar, J., Fourné, M., Braga, D. D. A., Sabt, M., Schwabe, P., Barthe, G., Fouque, P.-A., &#38; Acar, Y. (2022). “They’re not that hard to mitigate”: What Cryptographic Library Developers Think About Timing Attacks. <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 632–649. <a href=\"https://doi.org/10.1109/SP46214.2022.9833713\">https://doi.org/10.1109/SP46214.2022.9833713</a>","ieee":"J. Jancar <i>et al.</i>, “‘They’re not that hard to mitigate’: What Cryptographic Library Developers Think About Timing Attacks,” in <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 2022, pp. 632–649, doi: <a href=\"https://doi.org/10.1109/SP46214.2022.9833713\">10.1109/SP46214.2022.9833713</a>.","chicago":"Jancar, Jan, Marcel Fourné, Daniel De Almeida Braga, Mohamed Sabt, Peter Schwabe, Gilles Barthe, Pierre-Alain Fouque, and Yasemin Acar. “‘They’re Not That Hard to Mitigate’: What Cryptographic Library Developers Think About Timing Attacks.” In <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 632–649. IEEE, 2022. <a href=\"https://doi.org/10.1109/SP46214.2022.9833713\">https://doi.org/10.1109/SP46214.2022.9833713</a>.","short":"J. Jancar, M. Fourné, D.D.A. Braga, M. Sabt, P. Schwabe, G. Barthe, P.-A. Fouque, Y. Acar, in: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, IEEE, 2022, pp. 632–649.","mla":"Jancar, Jan, et al. “‘They’re Not That Hard to Mitigate’: What Cryptographic Library Developers Think About Timing Attacks.” <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, IEEE, 2022, pp. 632–649, doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833713\">10.1109/SP46214.2022.9833713</a>.","ama":"Jancar J, Fourné M, Braga DDA, et al. “They’re not that hard to mitigate”: What Cryptographic Library Developers Think About Timing Attacks. In: <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>. IEEE; 2022:632–649. doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833713\">10.1109/SP46214.2022.9833713</a>","bibtex":"@inproceedings{Jancar_Fourné_Braga_Sabt_Schwabe_Barthe_Fouque_Acar_2022, title={“They’re not that hard to mitigate”: What Cryptographic Library Developers Think About Timing Attacks}, DOI={<a href=\"https://doi.org/10.1109/SP46214.2022.9833713\">10.1109/SP46214.2022.9833713</a>}, booktitle={43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022}, publisher={IEEE}, author={Jancar, Jan and Fourné, Marcel and Braga, Daniel De Almeida and Sabt, Mohamed and Schwabe, Peter and Barthe, Gilles and Fouque, Pierre-Alain and Acar, Yasemin}, year={2022}, pages={632–649} }"},"doi":"10.1109/SP46214.2022.9833713","user_id":"14931","page":"632–649","language":[{"iso":"eng"}],"_id":"47288","publisher":"IEEE","date_updated":"2024-06-05T13:20:54Z","year":"2022","title":"\"They’re not that hard to mitigate\": What Cryptographic Library Developers Think About Timing Attacks","status":"public","author":[{"first_name":"Jan","last_name":"Jancar","full_name":"Jancar, Jan"},{"full_name":"Fourné, Marcel","first_name":"Marcel","last_name":"Fourné"},{"full_name":"Braga, Daniel De Almeida","first_name":"Daniel De Almeida","last_name":"Braga"},{"full_name":"Sabt, Mohamed","last_name":"Sabt","first_name":"Mohamed"},{"last_name":"Schwabe","first_name":"Peter","full_name":"Schwabe, Peter"},{"full_name":"Barthe, Gilles","first_name":"Gilles","last_name":"Barthe"},{"full_name":"Fouque, Pierre-Alain","last_name":"Fouque","first_name":"Pierre-Alain"},{"full_name":"Acar, Yasemin","last_name":"Acar","first_name":"Yasemin","id":"94636"}]},{"department":[{"_id":"34"},{"_id":"858"}],"type":"conference","date_created":"2023-09-22T13:18:27Z","extern":"1","citation":{"chicago":"Wermke, Dominik, Noah Wöhler, Jan H. Klemmer, Marcel Fourné, Yasemin Acar, and Sascha Fahl. “Committed to Trust: A Qualitative Study on Security &#38; Trust in Open Source Software Projects.” In <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 1880–1896. IEEE, 2022. <a href=\"https://doi.org/10.1109/SP46214.2022.9833686\">https://doi.org/10.1109/SP46214.2022.9833686</a>.","short":"D. Wermke, N. Wöhler, J.H. Klemmer, M. Fourné, Y. Acar, S. Fahl, in: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, IEEE, 2022, pp. 1880–1896.","apa":"Wermke, D., Wöhler, N., Klemmer, J. H., Fourné, M., Acar, Y., &#38; Fahl, S. (2022). Committed to Trust: A Qualitative Study on Security &#38; Trust in Open Source Software Projects. <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 1880–1896. <a href=\"https://doi.org/10.1109/SP46214.2022.9833686\">https://doi.org/10.1109/SP46214.2022.9833686</a>","ieee":"D. Wermke, N. Wöhler, J. H. Klemmer, M. Fourné, Y. Acar, and S. Fahl, “Committed to Trust: A Qualitative Study on Security &#38; Trust in Open Source Software Projects,” in <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 2022, pp. 1880–1896, doi: <a href=\"https://doi.org/10.1109/SP46214.2022.9833686\">10.1109/SP46214.2022.9833686</a>.","ama":"Wermke D, Wöhler N, Klemmer JH, Fourné M, Acar Y, Fahl S. Committed to Trust: A Qualitative Study on Security &#38; Trust in Open Source Software Projects. In: <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>. IEEE; 2022:1880–1896. doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833686\">10.1109/SP46214.2022.9833686</a>","bibtex":"@inproceedings{Wermke_Wöhler_Klemmer_Fourné_Acar_Fahl_2022, title={Committed to Trust: A Qualitative Study on Security &#38; Trust in Open Source Software Projects}, DOI={<a href=\"https://doi.org/10.1109/SP46214.2022.9833686\">10.1109/SP46214.2022.9833686</a>}, booktitle={43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022}, publisher={IEEE}, author={Wermke, Dominik and Wöhler, Noah and Klemmer, Jan H. and Fourné, Marcel and Acar, Yasemin and Fahl, Sascha}, year={2022}, pages={1880–1896} }","mla":"Wermke, Dominik, et al. “Committed to Trust: A Qualitative Study on Security &#38; Trust in Open Source Software Projects.” <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, IEEE, 2022, pp. 1880–1896, doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833686\">10.1109/SP46214.2022.9833686</a>."},"publication":"43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022","user_id":"14931","doi":"10.1109/SP46214.2022.9833686","language":[{"iso":"eng"}],"_id":"47285","publisher":"IEEE","page":"1880–1896","date_updated":"2024-06-05T13:34:37Z","author":[{"full_name":"Wermke, Dominik","first_name":"Dominik","last_name":"Wermke"},{"first_name":"Noah","last_name":"Wöhler","full_name":"Wöhler, Noah"},{"first_name":"Jan H.","last_name":"Klemmer","full_name":"Klemmer, Jan H."},{"full_name":"Fourné, Marcel","first_name":"Marcel","last_name":"Fourné"},{"id":"94636","full_name":"Acar, Yasemin","last_name":"Acar","first_name":"Yasemin"},{"last_name":"Fahl","first_name":"Sascha","full_name":"Fahl, Sascha"}],"year":"2022","title":"Committed to Trust: A Qualitative Study on Security & Trust in Open Source Software Projects","status":"public"},{"publication":"43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022","citation":{"mla":"Munyendo, Collins W., et al. “‘Desperate Times Call for Desperate Measures’: User Concerns with Mobile Loan Apps in Kenya.” <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, IEEE, 2022, pp. 2304–2319, doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833779\">10.1109/SP46214.2022.9833779</a>.","ama":"Munyendo CW, Acar Y, Aviv AJ. “Desperate Times Call for Desperate Measures”: User Concerns with Mobile Loan Apps in Kenya. In: <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>. IEEE; 2022:2304–2319. doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833779\">10.1109/SP46214.2022.9833779</a>","bibtex":"@inproceedings{Munyendo_Acar_Aviv_2022, title={“Desperate Times Call for Desperate Measures”: User Concerns with Mobile Loan Apps in Kenya}, DOI={<a href=\"https://doi.org/10.1109/SP46214.2022.9833779\">10.1109/SP46214.2022.9833779</a>}, booktitle={43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022}, publisher={IEEE}, author={Munyendo, Collins W. and Acar, Yasemin and Aviv, Adam J.}, year={2022}, pages={2304–2319} }","apa":"Munyendo, C. W., Acar, Y., &#38; Aviv, A. J. (2022). “Desperate Times Call for Desperate Measures”: User Concerns with Mobile Loan Apps in Kenya. <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 2304–2319. <a href=\"https://doi.org/10.1109/SP46214.2022.9833779\">https://doi.org/10.1109/SP46214.2022.9833779</a>","ieee":"C. W. Munyendo, Y. Acar, and A. J. Aviv, “‘Desperate Times Call for Desperate Measures’: User Concerns with Mobile Loan Apps in Kenya,” in <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 2022, pp. 2304–2319, doi: <a href=\"https://doi.org/10.1109/SP46214.2022.9833779\">10.1109/SP46214.2022.9833779</a>.","short":"C.W. Munyendo, Y. Acar, A.J. Aviv, in: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, IEEE, 2022, pp. 2304–2319.","chicago":"Munyendo, Collins W., Yasemin Acar, and Adam J. Aviv. “‘Desperate Times Call for Desperate Measures’: User Concerns with Mobile Loan Apps in Kenya.” In <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 2304–2319. IEEE, 2022. <a href=\"https://doi.org/10.1109/SP46214.2022.9833779\">https://doi.org/10.1109/SP46214.2022.9833779</a>."},"extern":"1","date_created":"2023-09-22T13:18:01Z","type":"conference","department":[{"_id":"34"},{"_id":"858"}],"year":"2022","status":"public","title":"\"Desperate Times Call for Desperate Measures\": User Concerns with Mobile Loan Apps in Kenya","author":[{"first_name":"Collins W.","last_name":"Munyendo","full_name":"Munyendo, Collins W."},{"last_name":"Acar","first_name":"Yasemin","full_name":"Acar, Yasemin","id":"94636"},{"full_name":"Aviv, Adam J.","first_name":"Adam J.","last_name":"Aviv"}],"date_updated":"2024-06-05T13:34:58Z","page":"2304–2319","publisher":"IEEE","_id":"47284","language":[{"iso":"eng"}],"user_id":"14931","doi":"10.1109/SP46214.2022.9833779"},{"date_created":"2023-08-04T07:15:59Z","place":"New York, NY, USA","department":[{"_id":"34"},{"_id":"819"}],"type":"conference","citation":{"ieee":"M. Seiler, R. P. Prager, P. Kerschke, and H. Trautmann, “A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 2022, pp. 657–665, doi: <a href=\"https://doi.org/10.1145/3512290.3528834\">10.1145/3512290.3528834</a>.","apa":"Seiler, M., Prager, R. P., Kerschke, P., &#38; Trautmann, H. (2022). A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes. <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 657–665. <a href=\"https://doi.org/10.1145/3512290.3528834\">https://doi.org/10.1145/3512290.3528834</a>","chicago":"Seiler, Moritz, Raphael Patrick Prager, Pascal Kerschke, and Heike Trautmann. “A Collection of Deep Learning-Based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 657–665. New York, NY, USA: Association for Computing Machinery, 2022. <a href=\"https://doi.org/10.1145/3512290.3528834\">https://doi.org/10.1145/3512290.3528834</a>.","short":"M. Seiler, R.P. Prager, P. Kerschke, H. Trautmann, in: Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, New York, NY, USA, 2022, pp. 657–665.","mla":"Seiler, Moritz, et al. “A Collection of Deep Learning-Based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes.” <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, Association for Computing Machinery, 2022, pp. 657–665, doi:<a href=\"https://doi.org/10.1145/3512290.3528834\">10.1145/3512290.3528834</a>.","bibtex":"@inproceedings{Seiler_Prager_Kerschke_Trautmann_2022, place={New York, NY, USA}, title={A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes}, DOI={<a href=\"https://doi.org/10.1145/3512290.3528834\">10.1145/3512290.3528834</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={Association for Computing Machinery}, author={Seiler, Moritz and Prager, Raphael Patrick and Kerschke, Pascal and Trautmann, Heike}, year={2022}, pages={657–665} }","ama":"Seiler M, Prager RP, Kerschke P, Trautmann H. A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>. Association for Computing Machinery; 2022:657–665. doi:<a href=\"https://doi.org/10.1145/3512290.3528834\">10.1145/3512290.3528834</a>"},"publication":"Proceedings of the Genetic and Evolutionary Computation Conference","abstract":[{"text":"Exploratory Landscape Analysis is a powerful technique for numerically characterizing landscapes of single-objective continuous optimization problems. Landscape insights are crucial both for problem understanding as well as for assessing benchmark set diversity and composition. Despite the irrefutable usefulness of these features, they suffer from their own ailments and downsides. Hence, in this work we provide a collection of different approaches to characterize optimization landscapes. Similar to conventional landscape features, we require a small initial sample. However, instead of computing features based on that sample, we develop alternative representations of the original sample. These range from point clouds to 2D images and, therefore, are entirely feature-free. We demonstrate and validate our devised methods on the BBOB testbed and predict, with the help of Deep Learning, the high-level, expert-based landscape properties such as the degree of multimodality and the existence of funnel structures. The quality of our approaches is on par with methods relying on the traditional landscape features. Thereby, we provide an exciting new perspective on every research area which utilizes problem information such as problem understanding and algorithm design as well as automated algorithm configuration and selection.","lang":"eng"}],"language":[{"iso":"eng"}],"_id":"46307","publisher":"Association for Computing Machinery","page":"657–665","user_id":"15504","doi":"10.1145/3512290.3528834","author":[{"last_name":"Seiler","first_name":"Moritz","full_name":"Seiler, Moritz","id":"105520"},{"first_name":"Raphael Patrick","last_name":"Prager","full_name":"Prager, Raphael Patrick"},{"first_name":"Pascal","last_name":"Kerschke","full_name":"Kerschke, Pascal"},{"id":"100740","first_name":"Heike","last_name":"Trautmann","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike"}],"publication_identifier":{"isbn":["9781450392372"]},"status":"public","title":"A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes","year":"2022","date_updated":"2024-06-07T07:13:23Z"},{"citation":{"ieee":"R. P. Prager, M. Seiler, H. Trautmann, and P. Kerschke, “Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods,” in <i>Parallel Problem Solving from Nature — PPSN XVII</i>, 2022, pp. 3–17, doi: <a href=\"https://doi.org/10.1007/978-3-031-14714-2_1\">10.1007/978-3-031-14714-2_1</a>.","apa":"Prager, R. P., Seiler, M., Trautmann, H., &#38; Kerschke, P. (2022). Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods. In G. Rudolph, A. V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, &#38; T. Tušar (Eds.), <i>Parallel Problem Solving from Nature — PPSN XVII</i> (pp. 3–17). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_1\">https://doi.org/10.1007/978-3-031-14714-2_1</a>","chicago":"Prager, Raphael Patrick, Moritz Seiler, Heike Trautmann, and Pascal Kerschke. “Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods.” In <i>Parallel Problem Solving from Nature — PPSN XVII</i>, edited by Günter Rudolph, Anna V. Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela Ochoa, and Tea Tušar, 3–17. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_1\">https://doi.org/10.1007/978-3-031-14714-2_1</a>.","short":"R.P. Prager, M. Seiler, H. Trautmann, P. Kerschke, in: G. Rudolph, A.V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tušar (Eds.), Parallel Problem Solving from Nature — PPSN XVII, Springer International Publishing, Cham, 2022, pp. 3–17.","mla":"Prager, Raphael Patrick, et al. “Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods.” <i>Parallel Problem Solving from Nature — PPSN XVII</i>, edited by Günter Rudolph et al., Springer International Publishing, 2022, pp. 3–17, doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_1\">10.1007/978-3-031-14714-2_1</a>.","bibtex":"@inproceedings{Prager_Seiler_Trautmann_Kerschke_2022, place={Cham}, title={Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-14714-2_1\">10.1007/978-3-031-14714-2_1</a>}, booktitle={Parallel Problem Solving from Nature — PPSN XVII}, publisher={Springer International Publishing}, author={Prager, Raphael Patrick and Seiler, Moritz and Trautmann, Heike and Kerschke, Pascal}, editor={Rudolph, Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa, Gabriela and Tušar, Tea}, year={2022}, pages={3–17} }","ama":"Prager RP, Seiler M, Trautmann H, Kerschke P. Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods. In: Rudolph G, Kononova AV, Aguirre H, Kerschke P, Ochoa G, Tušar T, eds. <i>Parallel Problem Solving from Nature — PPSN XVII</i>. Springer International Publishing; 2022:3–17. doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_1\">10.1007/978-3-031-14714-2_1</a>"},"place":"Cham","status":"public","page":"3–17","_id":"46304","publisher":"Springer International Publishing","user_id":"15504","editor":[{"last_name":"Rudolph","first_name":"Günter","full_name":"Rudolph, Günter"},{"first_name":"Anna V.","last_name":"Kononova","full_name":"Kononova, Anna V."},{"full_name":"Aguirre, Hernán","first_name":"Hernán","last_name":"Aguirre"},{"last_name":"Kerschke","first_name":"Pascal","full_name":"Kerschke, Pascal"},{"first_name":"Gabriela","last_name":"Ochoa","full_name":"Ochoa, Gabriela"},{"full_name":"Tušar, Tea","last_name":"Tušar","first_name":"Tea"}],"publication":"Parallel Problem Solving from Nature — PPSN XVII","abstract":[{"text":"In recent years, feature-based automated algorithm selection using exploratory landscape analysis has demonstrated its great potential in single-objective continuous black-box optimization. However, feature computation is problem-specific and can be costly in terms of computational resources. This paper investigates feature-free approaches that rely on state-of-the-art deep learning techniques operating on either images or point clouds. We show that point-cloud-based strategies, in particular, are highly competitive and also substantially reduce the size of the required solver portfolio. Moreover, we highlight the effect and importance of cost-sensitive learning in automated algorithm selection models.","lang":"eng"}],"date_created":"2023-08-04T07:12:33Z","type":"conference","department":[{"_id":"34"},{"_id":"819"}],"title":"Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods","year":"2022","publication_identifier":{"isbn":["978-3-031-14714-2"]},"author":[{"last_name":"Prager","first_name":"Raphael Patrick","full_name":"Prager, Raphael Patrick"},{"id":"105520","full_name":"Seiler, Moritz","last_name":"Seiler","first_name":"Moritz"},{"id":"100740","full_name":"Trautmann, Heike","first_name":"Heike","last_name":"Trautmann","orcid":"0000-0002-9788-8282"},{"full_name":"Kerschke, Pascal","first_name":"Pascal","last_name":"Kerschke"}],"date_updated":"2024-06-07T07:13:47Z","language":[{"iso":"eng"}],"doi":"10.1007/978-3-031-14714-2_1"}]