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Low-voltage DNTT-based thin-film transistors and inverters for flexible electronics. <i>Microelectronic Engineering</i>. 2016;174:35-39. doi:<a href=\"https://doi.org/10.1016/j.mee.2016.12.018\">10.1016/j.mee.2016.12.018</a>","bibtex":"@article{Meyers_Vidor_Brassat_Lindner_Hilleringmann_2016, title={Low-voltage DNTT-based thin-film transistors and inverters for flexible electronics}, volume={174}, DOI={<a href=\"https://doi.org/10.1016/j.mee.2016.12.018\">10.1016/j.mee.2016.12.018</a>}, journal={Microelectronic Engineering}, publisher={Elsevier BV}, author={Meyers, Thorsten and Vidor, Fábio F. and Brassat, Katharina and Lindner, Jörg K.N. and Hilleringmann, Ulrich}, year={2016}, pages={35–39} }","mla":"Meyers, Thorsten, et al. “Low-Voltage DNTT-Based Thin-Film Transistors and Inverters for Flexible Electronics.” <i>Microelectronic Engineering</i>, vol. 174, Elsevier BV, 2016, pp. 35–39, doi:<a href=\"https://doi.org/10.1016/j.mee.2016.12.018\">10.1016/j.mee.2016.12.018</a>."}},{"_id":"39466","publisher":"Elsevier BV","page":"155-158","volume":159,"user_id":"20179","status":"public","citation":{"ieee":"F. F. Vidor, T. Meyers, G. I. Wirth, and U. Hilleringmann, “ZnO nanoparticle thin-film transistors on flexible substrate using spray-coating technique,” <i>Microelectronic Engineering</i>, vol. 159, pp. 155–158, 2016, doi: <a href=\"https://doi.org/10.1016/j.mee.2016.02.059\">10.1016/j.mee.2016.02.059</a>.","apa":"Vidor, F. F., Meyers, T., Wirth, G. I., &#38; Hilleringmann, U. (2016). ZnO nanoparticle thin-film transistors on flexible substrate using spray-coating technique. <i>Microelectronic Engineering</i>, <i>159</i>, 155–158. <a href=\"https://doi.org/10.1016/j.mee.2016.02.059\">https://doi.org/10.1016/j.mee.2016.02.059</a>","chicago":"Vidor, Fábio F., Thorsten Meyers, Gilson I. Wirth, and Ulrich Hilleringmann. “ZnO Nanoparticle Thin-Film Transistors on Flexible Substrate Using Spray-Coating Technique.” <i>Microelectronic Engineering</i> 159 (2016): 155–58. <a href=\"https://doi.org/10.1016/j.mee.2016.02.059\">https://doi.org/10.1016/j.mee.2016.02.059</a>.","short":"F.F. Vidor, T. Meyers, G.I. Wirth, U. Hilleringmann, Microelectronic Engineering 159 (2016) 155–158.","mla":"Vidor, Fábio F., et al. “ZnO Nanoparticle Thin-Film Transistors on Flexible Substrate Using Spray-Coating Technique.” <i>Microelectronic Engineering</i>, vol. 159, Elsevier BV, 2016, pp. 155–58, doi:<a href=\"https://doi.org/10.1016/j.mee.2016.02.059\">10.1016/j.mee.2016.02.059</a>.","bibtex":"@article{Vidor_Meyers_Wirth_Hilleringmann_2016, title={ZnO nanoparticle thin-film transistors on flexible substrate using spray-coating technique}, volume={159}, DOI={<a href=\"https://doi.org/10.1016/j.mee.2016.02.059\">10.1016/j.mee.2016.02.059</a>}, journal={Microelectronic Engineering}, publisher={Elsevier BV}, author={Vidor, Fábio F. and Meyers, Thorsten and Wirth, Gilson I. and Hilleringmann, Ulrich}, year={2016}, pages={155–158} }","ama":"Vidor FF, Meyers T, Wirth GI, Hilleringmann U. ZnO nanoparticle thin-film transistors on flexible substrate using spray-coating technique. <i>Microelectronic Engineering</i>. 2016;159:155-158. doi:<a href=\"https://doi.org/10.1016/j.mee.2016.02.059\">10.1016/j.mee.2016.02.059</a>"},"language":[{"iso":"eng"}],"doi":"10.1016/j.mee.2016.02.059","publication_identifier":{"issn":["0167-9317"]},"author":[{"full_name":"Vidor, Fábio F.","first_name":"Fábio F.","last_name":"Vidor"},{"last_name":"Meyers","first_name":"Thorsten","full_name":"Meyers, Thorsten"},{"full_name":"Wirth, Gilson I.","first_name":"Gilson I.","last_name":"Wirth"},{"id":"20179","first_name":"Ulrich","last_name":"Hilleringmann","full_name":"Hilleringmann, Ulrich"}],"title":"ZnO nanoparticle thin-film transistors on flexible substrate using spray-coating technique","year":"2016","intvolume":"       159","publication_status":"published","date_updated":"2023-03-22T10:22:16Z","date_created":"2023-01-24T11:14:45Z","department":[{"_id":"59"}],"type":"journal_article","keyword":["Electrical and Electronic Engineering","Surfaces","Coatings and Films","Condensed Matter Physics","Atomic and Molecular Physics","and Optics","Electronic","Optical and Magnetic Materials"],"publication":"Microelectronic Engineering"},{"language":[{"iso":"eng"}],"doi":"10.1016/j.jlumin.2016.11.016","author":[{"full_name":"Hett, T.","last_name":"Hett","first_name":"T."},{"full_name":"Krämmer, S.","first_name":"S.","last_name":"Krämmer"},{"id":"20179","first_name":"Ulrich","last_name":"Hilleringmann","full_name":"Hilleringmann, Ulrich"},{"full_name":"Kalt, H.","last_name":"Kalt","first_name":"H."},{"last_name":"Zrenner","first_name":"A.","full_name":"Zrenner, A."}],"publication_identifier":{"issn":["0022-2313"]},"title":"High-Q whispering gallery microdisk resonators based on silicon oxynitride","year":"2016","intvolume":"       191","date_updated":"2023-03-22T10:19:46Z","publication_status":"published","date_created":"2023-01-24T11:08:00Z","department":[{"_id":"59"}],"keyword":["Condensed Matter Physics","Biochemistry","General Chemistry","Atomic and Molecular Physics","and Optics","Biophysics"],"type":"journal_article","publication":"Journal of Luminescence","_id":"39456","publisher":"Elsevier BV","page":"131-134","volume":191,"user_id":"20179","status":"public","citation":{"mla":"Hett, T., et al. “High-Q Whispering Gallery Microdisk Resonators Based on Silicon Oxynitride.” <i>Journal of Luminescence</i>, vol. 191, Elsevier BV, 2016, pp. 131–34, doi:<a href=\"https://doi.org/10.1016/j.jlumin.2016.11.016\">10.1016/j.jlumin.2016.11.016</a>.","bibtex":"@article{Hett_Krämmer_Hilleringmann_Kalt_Zrenner_2016, title={High-Q whispering gallery microdisk resonators based on silicon oxynitride}, volume={191}, DOI={<a href=\"https://doi.org/10.1016/j.jlumin.2016.11.016\">10.1016/j.jlumin.2016.11.016</a>}, journal={Journal of Luminescence}, publisher={Elsevier BV}, author={Hett, T. and Krämmer, S. and Hilleringmann, Ulrich and Kalt, H. and Zrenner, A.}, year={2016}, pages={131–134} }","ama":"Hett T, Krämmer S, Hilleringmann U, Kalt H, Zrenner A. High-Q whispering gallery microdisk resonators based on silicon oxynitride. <i>Journal of Luminescence</i>. 2016;191:131-134. doi:<a href=\"https://doi.org/10.1016/j.jlumin.2016.11.016\">10.1016/j.jlumin.2016.11.016</a>","ieee":"T. Hett, S. Krämmer, U. Hilleringmann, H. Kalt, and A. Zrenner, “High-Q whispering gallery microdisk resonators based on silicon oxynitride,” <i>Journal of Luminescence</i>, vol. 191, pp. 131–134, 2016, doi: <a href=\"https://doi.org/10.1016/j.jlumin.2016.11.016\">10.1016/j.jlumin.2016.11.016</a>.","apa":"Hett, T., Krämmer, S., Hilleringmann, U., Kalt, H., &#38; Zrenner, A. (2016). High-Q whispering gallery microdisk resonators based on silicon oxynitride. <i>Journal of Luminescence</i>, <i>191</i>, 131–134. <a href=\"https://doi.org/10.1016/j.jlumin.2016.11.016\">https://doi.org/10.1016/j.jlumin.2016.11.016</a>","chicago":"Hett, T., S. Krämmer, Ulrich Hilleringmann, H. Kalt, and A. Zrenner. “High-Q Whispering Gallery Microdisk Resonators Based on Silicon Oxynitride.” <i>Journal of Luminescence</i> 191 (2016): 131–34. <a href=\"https://doi.org/10.1016/j.jlumin.2016.11.016\">https://doi.org/10.1016/j.jlumin.2016.11.016</a>.","short":"T. Hett, S. Krämmer, U. Hilleringmann, H. Kalt, A. Zrenner, Journal of Luminescence 191 (2016) 131–134."}},{"citation":{"ieee":"D. Scheid, D. Stock, T. Winter, T. Gutmann, C. Dietz, and M. Gallei, “The pivotal step of nanoparticle functionalization for the preparation of functional and magnetic hybrid opal films,” <i>Journal of Materials Chemistry C</i>, vol. 4, no. 11, pp. 2187–2196, 2016, doi: <a href=\"https://doi.org/10.1039/c5tc04388c\">10.1039/c5tc04388c</a>.","apa":"Scheid, D., Stock, D., Winter, T., Gutmann, T., Dietz, C., &#38; Gallei, M. (2016). The pivotal step of nanoparticle functionalization for the preparation of functional and magnetic hybrid opal films. <i>Journal of Materials Chemistry C</i>, <i>4</i>(11), 2187–2196. <a href=\"https://doi.org/10.1039/c5tc04388c\">https://doi.org/10.1039/c5tc04388c</a>","chicago":"Scheid, D., D. Stock, T. Winter, Torsten Gutmann, C. Dietz, and M. Gallei. “The Pivotal Step of Nanoparticle Functionalization for the Preparation of Functional and Magnetic Hybrid Opal Films.” <i>Journal of Materials Chemistry C</i> 4, no. 11 (2016): 2187–2196. <a href=\"https://doi.org/10.1039/c5tc04388c\">https://doi.org/10.1039/c5tc04388c</a>.","short":"D. Scheid, D. Stock, T. Winter, T. Gutmann, C. Dietz, M. Gallei, Journal of Materials Chemistry C 4 (2016) 2187–2196.","mla":"Scheid, D., et al. “The Pivotal Step of Nanoparticle Functionalization for the Preparation of Functional and Magnetic Hybrid Opal Films.” <i>Journal of Materials Chemistry C</i>, vol. 4, no. 11, 2016, pp. 2187–2196, doi:<a href=\"https://doi.org/10.1039/c5tc04388c\">10.1039/c5tc04388c</a>.","bibtex":"@article{Scheid_Stock_Winter_Gutmann_Dietz_Gallei_2016, title={The pivotal step of nanoparticle functionalization for the preparation of functional and magnetic hybrid opal films}, volume={4}, DOI={<a href=\"https://doi.org/10.1039/c5tc04388c\">10.1039/c5tc04388c</a>}, number={11}, journal={Journal of Materials Chemistry C}, author={Scheid, D. and Stock, D. and Winter, T. and Gutmann, Torsten and Dietz, C. and Gallei, M.}, year={2016}, pages={2187–2196} }","ama":"Scheid D, Stock D, Winter T, Gutmann T, Dietz C, Gallei M. The pivotal step of nanoparticle functionalization for the preparation of functional and magnetic hybrid opal films. <i>Journal of Materials Chemistry C</i>. 2016;4(11):2187–2196. doi:<a href=\"https://doi.org/10.1039/c5tc04388c\">10.1039/c5tc04388c</a>"},"status":"public","page":"2187–2196","_id":"64039","user_id":"100715","volume":4,"publication":"Journal of Materials Chemistry C","issue":"11","abstract":[{"text":"The preparation of hierarchical and sophisticated particle architectures for mimicking structural colors known from nature still remains a challenge. In this study, the preparation of novel opal and double-inverse opal films based on thermally treated metallopolymer core particles with a silica shell is described. Thermal treatment leads to the formation of magnetic nanorattle-type particles. The main challenge of artificial particles is to ensure sufficient dispersibility after several synthetic steps. Especially silica particles providing surface hydroxyl groups tend to sinter at high temperatures leading to agglomeration. We present the introduction of trimethyl ethoxy silane (TMES) as an excellent functionalization reagent as the key reaction step. The necessity and success of functionalization are investigated by transmission electron microscopy (TEM) and zeta potential measurements. Importantly, solid state NMR techniques are employed to gain deeper insights into the chemical structure of the surface-attached reagent. Finally, by this convenient functionalization the preparation of elastomeric opal films and double-inverse opal films is proven successful revealing excellent optical film properties. Moreover, magnetic properties of these novel films are investigated by using magnetic force microscopy (MFM). The herein established route is expected to pave the way for the preparation of a variety of advanced and stimuli-responsive optical materials.","lang":"eng"}],"extern":"1","date_created":"2026-02-07T16:09:09Z","keyword":["Materials Science","silica","Physics","nmr","colloidal photonic crystals","light","polymerization","solids","structural color","thermo"],"type":"journal_article","year":"2016","title":"The pivotal step of nanoparticle functionalization for the preparation of functional and magnetic hybrid opal films","author":[{"full_name":"Scheid, D.","last_name":"Scheid","first_name":"D."},{"full_name":"Stock, D.","last_name":"Stock","first_name":"D."},{"full_name":"Winter, T.","first_name":"T.","last_name":"Winter"},{"last_name":"Gutmann","first_name":"Torsten","full_name":"Gutmann, Torsten","id":"118165"},{"full_name":"Dietz, C.","last_name":"Dietz","first_name":"C."},{"full_name":"Gallei, M.","last_name":"Gallei","first_name":"M."}],"publication_identifier":{"issn":["2050-7526"]},"date_updated":"2026-02-17T16:13:25Z","intvolume":"         4","language":[{"iso":"eng"}],"doi":"10.1039/c5tc04388c"},{"publisher":"American Physical Society (APS)","_id":"40392","volume":117,"user_id":"16199","status":"public","citation":{"ama":"Lemieux S, Manceau M, Sharapova P, et al. Engineering the Frequency Spectrum of Bright Squeezed Vacuum via Group Velocity Dispersion in an SU(1,1) Interferometer. <i>Physical Review Letters</i>. 2016;117(18). doi:<a href=\"https://doi.org/10.1103/physrevlett.117.183601\">10.1103/physrevlett.117.183601</a>","bibtex":"@article{Lemieux_Manceau_Sharapova_Tikhonova_Boyd_Leuchs_Chekhova_2016, title={Engineering the Frequency Spectrum of Bright Squeezed Vacuum via Group Velocity Dispersion in an SU(1,1) Interferometer}, volume={117}, DOI={<a href=\"https://doi.org/10.1103/physrevlett.117.183601\">10.1103/physrevlett.117.183601</a>}, number={18183601}, journal={Physical Review Letters}, publisher={American Physical Society (APS)}, author={Lemieux, Samuel and Manceau, Mathieu and Sharapova, Polina and Tikhonova, Olga V. and Boyd, Robert W. and Leuchs, Gerd and Chekhova, Maria V.}, year={2016} }","mla":"Lemieux, Samuel, et al. “Engineering the Frequency Spectrum of Bright Squeezed Vacuum via Group Velocity Dispersion in an SU(1,1) Interferometer.” <i>Physical Review Letters</i>, vol. 117, no. 18, 183601, American Physical Society (APS), 2016, doi:<a href=\"https://doi.org/10.1103/physrevlett.117.183601\">10.1103/physrevlett.117.183601</a>.","short":"S. Lemieux, M. Manceau, P. Sharapova, O.V. Tikhonova, R.W. Boyd, G. Leuchs, M.V. Chekhova, Physical Review Letters 117 (2016).","chicago":"Lemieux, Samuel, Mathieu Manceau, Polina Sharapova, Olga V. Tikhonova, Robert W. Boyd, Gerd Leuchs, and Maria V. Chekhova. “Engineering the Frequency Spectrum of Bright Squeezed Vacuum via Group Velocity Dispersion in an SU(1,1) Interferometer.” <i>Physical Review Letters</i> 117, no. 18 (2016). <a href=\"https://doi.org/10.1103/physrevlett.117.183601\">https://doi.org/10.1103/physrevlett.117.183601</a>.","apa":"Lemieux, S., Manceau, M., Sharapova, P., Tikhonova, O. V., Boyd, R. W., Leuchs, G., &#38; Chekhova, M. V. (2016). Engineering the Frequency Spectrum of Bright Squeezed Vacuum via Group Velocity Dispersion in an SU(1,1) Interferometer. <i>Physical Review Letters</i>, <i>117</i>(18), Article 183601. <a href=\"https://doi.org/10.1103/physrevlett.117.183601\">https://doi.org/10.1103/physrevlett.117.183601</a>","ieee":"S. Lemieux <i>et al.</i>, “Engineering the Frequency Spectrum of Bright Squeezed Vacuum via Group Velocity Dispersion in an SU(1,1) Interferometer,” <i>Physical Review Letters</i>, vol. 117, no. 18, Art. no. 183601, 2016, doi: <a href=\"https://doi.org/10.1103/physrevlett.117.183601\">10.1103/physrevlett.117.183601</a>."},"language":[{"iso":"eng"}],"article_number":"183601","doi":"10.1103/physrevlett.117.183601","author":[{"full_name":"Lemieux, Samuel","last_name":"Lemieux","first_name":"Samuel"},{"first_name":"Mathieu","last_name":"Manceau","full_name":"Manceau, Mathieu"},{"first_name":"Polina","last_name":"Sharapova","full_name":"Sharapova, Polina","id":"60286"},{"full_name":"Tikhonova, Olga V.","last_name":"Tikhonova","first_name":"Olga V."},{"full_name":"Boyd, Robert W.","first_name":"Robert W.","last_name":"Boyd"},{"last_name":"Leuchs","first_name":"Gerd","full_name":"Leuchs, Gerd"},{"first_name":"Maria V.","last_name":"Chekhova","full_name":"Chekhova, Maria V."}],"publication_identifier":{"issn":["0031-9007","1079-7114"]},"year":"2016","title":"Engineering the Frequency Spectrum of Bright Squeezed Vacuum via Group Velocity Dispersion in an SU(1,1) Interferometer","intvolume":"       117","publication_status":"published","date_updated":"2025-12-16T11:15:25Z","date_created":"2023-01-26T14:25:15Z","department":[{"_id":"15"},{"_id":"569"},{"_id":"170"},{"_id":"35"},{"_id":"230"}],"keyword":["General Physics and Astronomy"],"type":"journal_article","issue":"18","publication":"Physical Review Letters"},{"keyword":["Atomic and Molecular Physics","and Optics"],"type":"journal_article","department":[{"_id":"15"},{"_id":"569"},{"_id":"170"},{"_id":"35"},{"_id":"230"}],"date_created":"2023-01-26T14:25:52Z","publication":"Optics Letters","issue":"3","doi":"10.1364/ol.41.000646","article_number":"646","language":[{"iso":"eng"}],"date_updated":"2025-12-16T11:15:07Z","publication_status":"published","intvolume":"        41","year":"2016","title":"Tunable optical parametric generator based on the pump spatial walk-off","author":[{"last_name":"Cavanna","first_name":"Andrea","full_name":"Cavanna, Andrea"},{"first_name":"Felix","last_name":"Just","full_name":"Just, Felix"},{"id":"60286","first_name":"Polina","last_name":"Sharapova","full_name":"Sharapova, Polina"},{"full_name":"Taheri, Michael","first_name":"Michael","last_name":"Taheri"},{"full_name":"Leuchs, Gerd","first_name":"Gerd","last_name":"Leuchs"},{"full_name":"Chekhova, Maria V.","last_name":"Chekhova","first_name":"Maria V."}],"publication_identifier":{"issn":["0146-9592","1539-4794"]},"citation":{"bibtex":"@article{Cavanna_Just_Sharapova_Taheri_Leuchs_Chekhova_2016, title={Tunable optical parametric generator based on the pump spatial walk-off}, volume={41}, DOI={<a href=\"https://doi.org/10.1364/ol.41.000646\">10.1364/ol.41.000646</a>}, number={3646}, journal={Optics Letters}, publisher={The Optical Society}, author={Cavanna, Andrea and Just, Felix and Sharapova, Polina and Taheri, Michael and Leuchs, Gerd and Chekhova, Maria V.}, year={2016} }","ama":"Cavanna A, Just F, Sharapova P, Taheri M, Leuchs G, Chekhova MV. Tunable optical parametric generator based on the pump spatial walk-off. <i>Optics Letters</i>. 2016;41(3). doi:<a href=\"https://doi.org/10.1364/ol.41.000646\">10.1364/ol.41.000646</a>","mla":"Cavanna, Andrea, et al. “Tunable Optical Parametric Generator Based on the Pump Spatial Walk-Off.” <i>Optics Letters</i>, vol. 41, no. 3, 646, The Optical Society, 2016, doi:<a href=\"https://doi.org/10.1364/ol.41.000646\">10.1364/ol.41.000646</a>.","chicago":"Cavanna, Andrea, Felix Just, Polina Sharapova, Michael Taheri, Gerd Leuchs, and Maria V. Chekhova. “Tunable Optical Parametric Generator Based on the Pump Spatial Walk-Off.” <i>Optics Letters</i> 41, no. 3 (2016). <a href=\"https://doi.org/10.1364/ol.41.000646\">https://doi.org/10.1364/ol.41.000646</a>.","short":"A. Cavanna, F. Just, P. Sharapova, M. Taheri, G. Leuchs, M.V. Chekhova, Optics Letters 41 (2016).","ieee":"A. Cavanna, F. Just, P. Sharapova, M. Taheri, G. Leuchs, and M. V. Chekhova, “Tunable optical parametric generator based on the pump spatial walk-off,” <i>Optics Letters</i>, vol. 41, no. 3, Art. no. 646, 2016, doi: <a href=\"https://doi.org/10.1364/ol.41.000646\">10.1364/ol.41.000646</a>.","apa":"Cavanna, A., Just, F., Sharapova, P., Taheri, M., Leuchs, G., &#38; Chekhova, M. V. (2016). Tunable optical parametric generator based on the pump spatial walk-off. <i>Optics Letters</i>, <i>41</i>(3), Article 646. <a href=\"https://doi.org/10.1364/ol.41.000646\">https://doi.org/10.1364/ol.41.000646</a>"},"user_id":"16199","volume":41,"publisher":"The Optical Society","_id":"40393","status":"public"},{"ddc":["000"],"user_id":"61579","_id":"5588","has_accepted_license":"1","status":"public","oa":"1","file_date_updated":"2018-12-13T15:09:32Z","citation":{"short":"E. Weishäupl, E. Yasasin, G. Schryen, in: International Conference on Information Systems, 2015.","chicago":"Weishäupl, Eva, Emrah Yasasin, and Guido Schryen. “A Multi-Theoretical Literature Review on Information Security Investments Using the Resource-Based View and the Organizational Learning Theory.” In <i>International Conference on Information Systems</i>, 2015.","ieee":"E. Weishäupl, E. Yasasin, and G. Schryen, “A Multi-Theoretical Literature Review on Information Security Investments using the Resource-Based View and the Organizational Learning Theory,” in <i>International Conference on Information Systems</i>, 2015.","apa":"Weishäupl, E., Yasasin, E., &#38; Schryen, G. (2015). A Multi-Theoretical Literature Review on Information Security Investments using the Resource-Based View and the Organizational Learning Theory. In <i>International Conference on Information Systems</i>.","bibtex":"@inproceedings{Weishäupl_Yasasin_Schryen_2015, title={A Multi-Theoretical Literature Review on Information Security Investments using the Resource-Based View and the Organizational Learning Theory}, booktitle={International Conference on Information Systems}, author={Weishäupl, Eva and Yasasin, Emrah and Schryen, Guido}, year={2015} }","ama":"Weishäupl E, Yasasin E, Schryen G. A Multi-Theoretical Literature Review on Information Security Investments using the Resource-Based View and the Organizational Learning Theory. In: <i>International Conference on Information Systems</i>. ; 2015.","mla":"Weishäupl, Eva, et al. “A Multi-Theoretical Literature Review on Information Security Investments Using the Resource-Based View and the Organizational Learning Theory.” <i>International Conference on Information Systems</i>, 2015."},"language":[{"iso":"eng"}],"date_updated":"2022-01-06T07:02:03Z","title":"A Multi-Theoretical Literature Review on Information Security Investments using the Resource-Based View and the Organizational Learning Theory","year":"2015","author":[{"last_name":"Weishäupl","first_name":"Eva","full_name":"Weishäupl, Eva"},{"full_name":"Yasasin, Emrah","last_name":"Yasasin","first_name":"Emrah"},{"id":"72850","first_name":"Guido","last_name":"Schryen","full_name":"Schryen, Guido"}],"type":"conference","keyword":["Information Security","Investment","Literature review","Resource-based View","Organi-zational Learning Theory","Multi-theoretical Perspective"],"department":[{"_id":"277"}],"file":[{"file_name":"ICIS PROCEEDINGS PAPER - Security Investments.pdf","file_size":958019,"access_level":"open_access","relation":"main_file","date_updated":"2018-12-13T15:09:32Z","file_id":"6038","content_type":"application/pdf","creator":"hsiemes","date_created":"2018-12-07T11:45:31Z"}],"date_created":"2018-11-14T11:25:38Z","abstract":[{"text":"The protection of information technology (IT) has become and is predicted to remain a key economic challenge for organizations. While research on IT security investment is fast growing, it lacks a theoretical basis for structuring research, explaining economic-technological phenomena and guide future research. We address this shortcoming by suggesting a new theoretical model emerging from a multi-theoretical perspective adopt-ing the Resource-Based View and the Organizational Learning Theory. The joint appli-cation of these theories allows to conceptualize in one theoretical model the organiza-tional learning effects that occur when the protection of organizational resources through IT security countermeasures develops over time. We use this model of IT security invest-ments to synthesize findings of a large body of literature and to derive research gaps. We also discuss managerial implications of (closing) these gaps by providing practical ex-amples.","lang":"eng"}],"extern":"1","publication":"International Conference on Information Systems"},{"doi":"10.1103/physrevb.91.214301","article_number":"214301","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2022-06-19T19:45:12Z","intvolume":"        91","title":"Oscillatory dynamics of nonequilibrium dissipative exciton-polariton condensates in weak-contrast lattices","year":"2015","author":[{"full_name":"Ma, Xuekai","first_name":"Xuekai","last_name":"Ma","id":"59416"},{"full_name":"Chestnov, I. Yu.","last_name":"Chestnov","first_name":"I. Yu."},{"last_name":"Charukhchyan","first_name":"M. V.","full_name":"Charukhchyan, M. V."},{"full_name":"Alodjants, A. P.","last_name":"Alodjants","first_name":"A. P."},{"last_name":"Egorov","first_name":"O. A.","full_name":"Egorov, O. A."}],"publication_identifier":{"issn":["1098-0121","1550-235X"]},"keyword":["Condensed Matter Physics","Electronic","Optical and Magnetic Materials"],"type":"journal_article","date_created":"2022-06-19T19:42:22Z","issue":"21","publication":"Physical Review B","user_id":"59416","volume":91,"_id":"31943","publisher":"American Physical Society (APS)","status":"public","citation":{"bibtex":"@article{Ma_Chestnov_Charukhchyan_Alodjants_Egorov_2015, title={Oscillatory dynamics of nonequilibrium dissipative exciton-polariton condensates in weak-contrast lattices}, volume={91}, DOI={<a href=\"https://doi.org/10.1103/physrevb.91.214301\">10.1103/physrevb.91.214301</a>}, number={21214301}, journal={Physical Review B}, publisher={American Physical Society (APS)}, author={Ma, Xuekai and Chestnov, I. Yu. and Charukhchyan, M. V. and Alodjants, A. P. and Egorov, O. A.}, year={2015} }","ama":"Ma X, Chestnov IYu, Charukhchyan MV, Alodjants AP, Egorov OA. Oscillatory dynamics of nonequilibrium dissipative exciton-polariton condensates in weak-contrast lattices. <i>Physical Review B</i>. 2015;91(21). doi:<a href=\"https://doi.org/10.1103/physrevb.91.214301\">10.1103/physrevb.91.214301</a>","mla":"Ma, Xuekai, et al. “Oscillatory Dynamics of Nonequilibrium Dissipative Exciton-Polariton Condensates in Weak-Contrast Lattices.” <i>Physical Review B</i>, vol. 91, no. 21, 214301, American Physical Society (APS), 2015, doi:<a href=\"https://doi.org/10.1103/physrevb.91.214301\">10.1103/physrevb.91.214301</a>.","short":"X. Ma, I.Yu. Chestnov, M.V. Charukhchyan, A.P. Alodjants, O.A. Egorov, Physical Review B 91 (2015).","chicago":"Ma, Xuekai, I. Yu. Chestnov, M. V. Charukhchyan, A. P. Alodjants, and O. A. Egorov. “Oscillatory Dynamics of Nonequilibrium Dissipative Exciton-Polariton Condensates in Weak-Contrast Lattices.” <i>Physical Review B</i> 91, no. 21 (2015). <a href=\"https://doi.org/10.1103/physrevb.91.214301\">https://doi.org/10.1103/physrevb.91.214301</a>.","ieee":"X. Ma, I. Yu. Chestnov, M. V. Charukhchyan, A. P. Alodjants, and O. A. Egorov, “Oscillatory dynamics of nonequilibrium dissipative exciton-polariton condensates in weak-contrast lattices,” <i>Physical Review B</i>, vol. 91, no. 21, Art. no. 214301, 2015, doi: <a href=\"https://doi.org/10.1103/physrevb.91.214301\">10.1103/physrevb.91.214301</a>.","apa":"Ma, X., Chestnov, I. Yu., Charukhchyan, M. V., Alodjants, A. P., &#38; Egorov, O. A. (2015). Oscillatory dynamics of nonequilibrium dissipative exciton-polariton condensates in weak-contrast lattices. <i>Physical Review B</i>, <i>91</i>(21), Article 214301. <a href=\"https://doi.org/10.1103/physrevb.91.214301\">https://doi.org/10.1103/physrevb.91.214301</a>"}},{"citation":{"apa":"Liew, T. C. H., Egorov, O. A., Matuszewski, M., Kyriienko, O., Ma, X., &#38; Ostrovskaya, E. A. (2015). Instability-induced formation and nonequilibrium dynamics of phase defects in polariton condensates. <i>Physical Review B</i>, <i>91</i>(8), Article 085413. <a href=\"https://doi.org/10.1103/physrevb.91.085413\">https://doi.org/10.1103/physrevb.91.085413</a>","ieee":"T. C. H. Liew, O. A. Egorov, M. Matuszewski, O. Kyriienko, X. Ma, and E. A. Ostrovskaya, “Instability-induced formation and nonequilibrium dynamics of phase defects in polariton condensates,” <i>Physical Review B</i>, vol. 91, no. 8, Art. no. 085413, 2015, doi: <a href=\"https://doi.org/10.1103/physrevb.91.085413\">10.1103/physrevb.91.085413</a>.","chicago":"Liew, T. C. H., O. A. Egorov, M. Matuszewski, O. Kyriienko, Xuekai Ma, and E. A. Ostrovskaya. “Instability-Induced Formation and Nonequilibrium Dynamics of Phase Defects in Polariton Condensates.” <i>Physical Review B</i> 91, no. 8 (2015). <a href=\"https://doi.org/10.1103/physrevb.91.085413\">https://doi.org/10.1103/physrevb.91.085413</a>.","short":"T.C.H. Liew, O.A. Egorov, M. Matuszewski, O. Kyriienko, X. Ma, E.A. Ostrovskaya, Physical Review B 91 (2015).","mla":"Liew, T. C. H., et al. “Instability-Induced Formation and Nonequilibrium Dynamics of Phase Defects in Polariton Condensates.” <i>Physical Review B</i>, vol. 91, no. 8, 085413, American Physical Society (APS), 2015, doi:<a href=\"https://doi.org/10.1103/physrevb.91.085413\">10.1103/physrevb.91.085413</a>.","ama":"Liew TCH, Egorov OA, Matuszewski M, Kyriienko O, Ma X, Ostrovskaya EA. Instability-induced formation and nonequilibrium dynamics of phase defects in polariton condensates. <i>Physical Review B</i>. 2015;91(8). doi:<a href=\"https://doi.org/10.1103/physrevb.91.085413\">10.1103/physrevb.91.085413</a>","bibtex":"@article{Liew_Egorov_Matuszewski_Kyriienko_Ma_Ostrovskaya_2015, title={Instability-induced formation and nonequilibrium dynamics of phase defects in polariton condensates}, volume={91}, DOI={<a href=\"https://doi.org/10.1103/physrevb.91.085413\">10.1103/physrevb.91.085413</a>}, number={8085413}, journal={Physical Review B}, publisher={American Physical Society (APS)}, author={Liew, T. C. H. and Egorov, O. A. and Matuszewski, M. and Kyriienko, O. and Ma, Xuekai and Ostrovskaya, E. A.}, year={2015} }"},"status":"public","user_id":"59416","volume":91,"_id":"31944","publisher":"American Physical Society (APS)","issue":"8","publication":"Physical Review B","keyword":["Condensed Matter Physics","Electronic","Optical and Magnetic Materials"],"type":"journal_article","date_created":"2022-06-19T19:42:40Z","date_updated":"2022-06-19T19:45:23Z","publication_status":"published","intvolume":"        91","year":"2015","title":"Instability-induced formation and nonequilibrium dynamics of phase defects in polariton condensates","publication_identifier":{"issn":["1098-0121","1550-235X"]},"author":[{"first_name":"T. C. H.","last_name":"Liew","full_name":"Liew, T. C. H."},{"full_name":"Egorov, O. A.","first_name":"O. A.","last_name":"Egorov"},{"full_name":"Matuszewski, M.","last_name":"Matuszewski","first_name":"M."},{"last_name":"Kyriienko","first_name":"O.","full_name":"Kyriienko, O."},{"id":"59416","first_name":"Xuekai","last_name":"Ma","full_name":"Ma, Xuekai"},{"full_name":"Ostrovskaya, E. A.","first_name":"E. A.","last_name":"Ostrovskaya"}],"doi":"10.1103/physrevb.91.085413","article_number":"085413","language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"doi":"10.1039/c4cp05192k","year":"2015","title":"“On-the-fly” coupled cluster path-integral molecular dynamics: impact of nuclear quantum effects on the protonated water dimer","publication_identifier":{"issn":["1463-9076","1463-9084"]},"author":[{"first_name":"Thomas","last_name":"Spura","full_name":"Spura, Thomas"},{"id":"60250","first_name":"Hossam","last_name":"Elgabarty","orcid":"0000-0002-4945-1481","full_name":"Elgabarty, Hossam"},{"id":"49079","last_name":"Kühne","first_name":"Thomas","full_name":"Kühne, Thomas"}],"publication_status":"published","date_updated":"2022-12-09T12:19:55Z","intvolume":"        17","date_created":"2022-12-09T12:12:11Z","keyword":["Physical and Theoretical Chemistry","General Physics and Astronomy"],"type":"journal_article","publication":"Physical Chemistry Chemical Physics","issue":"22","abstract":[{"text":"<p>“On-the-fly” coupled cluster-based path-integral molecular dynamics simulations predict that the effective potential of the protonated water–dimer has a single-well only.</p>","lang":"eng"}],"page":"14355-14359","_id":"34307","publisher":"Royal Society of Chemistry (RSC)","user_id":"60250","volume":17,"status":"public","citation":{"ieee":"T. Spura, H. Elgabarty, and T. Kühne, “‘On-the-fly’ coupled cluster path-integral molecular dynamics: impact of nuclear quantum effects on the protonated water dimer,” <i>Physical Chemistry Chemical Physics</i>, vol. 17, no. 22, pp. 14355–14359, 2015, doi: <a href=\"https://doi.org/10.1039/c4cp05192k\">10.1039/c4cp05192k</a>.","apa":"Spura, T., Elgabarty, H., &#38; Kühne, T. (2015). “On-the-fly” coupled cluster path-integral molecular dynamics: impact of nuclear quantum effects on the protonated water dimer. <i>Physical Chemistry Chemical Physics</i>, <i>17</i>(22), 14355–14359. <a href=\"https://doi.org/10.1039/c4cp05192k\">https://doi.org/10.1039/c4cp05192k</a>","chicago":"Spura, Thomas, Hossam Elgabarty, and Thomas Kühne. “‘On-the-Fly’ Coupled Cluster Path-Integral Molecular Dynamics: Impact of Nuclear Quantum Effects on the Protonated Water Dimer.” <i>Physical Chemistry Chemical Physics</i> 17, no. 22 (2015): 14355–59. <a href=\"https://doi.org/10.1039/c4cp05192k\">https://doi.org/10.1039/c4cp05192k</a>.","short":"T. Spura, H. Elgabarty, T. Kühne, Physical Chemistry Chemical Physics 17 (2015) 14355–14359.","mla":"Spura, Thomas, et al. “‘On-the-Fly’ Coupled Cluster Path-Integral Molecular Dynamics: Impact of Nuclear Quantum Effects on the Protonated Water Dimer.” <i>Physical Chemistry Chemical Physics</i>, vol. 17, no. 22, Royal Society of Chemistry (RSC), 2015, pp. 14355–59, doi:<a href=\"https://doi.org/10.1039/c4cp05192k\">10.1039/c4cp05192k</a>.","bibtex":"@article{Spura_Elgabarty_Kühne_2015, title={“On-the-fly” coupled cluster path-integral molecular dynamics: impact of nuclear quantum effects on the protonated water dimer}, volume={17}, DOI={<a href=\"https://doi.org/10.1039/c4cp05192k\">10.1039/c4cp05192k</a>}, number={22}, journal={Physical Chemistry Chemical Physics}, publisher={Royal Society of Chemistry (RSC)}, author={Spura, Thomas and Elgabarty, Hossam and Kühne, Thomas}, year={2015}, pages={14355–14359} }","ama":"Spura T, Elgabarty H, Kühne T. “On-the-fly” coupled cluster path-integral molecular dynamics: impact of nuclear quantum effects on the protonated water dimer. <i>Physical Chemistry Chemical Physics</i>. 2015;17(22):14355-14359. doi:<a href=\"https://doi.org/10.1039/c4cp05192k\">10.1039/c4cp05192k</a>"}},{"page":"727-765","_id":"31293","publisher":"Springer Science and Business Media LLC","user_id":"49178","volume":337,"status":"public","external_id":{"arxiv":["1403.7419 "]},"citation":{"chicago":"Weich, Tobias. “Resonance Chains and Geometric Limits on Schottky Surfaces.” <i>Communications in Mathematical Physics</i> 337, no. 2 (2015): 727–65. <a href=\"https://doi.org/10.1007/s00220-015-2359-z\">https://doi.org/10.1007/s00220-015-2359-z</a>.","short":"T. Weich, Communications in Mathematical Physics 337 (2015) 727–765.","ieee":"T. Weich, “Resonance Chains and Geometric Limits on Schottky Surfaces,” <i>Communications in Mathematical Physics</i>, vol. 337, no. 2, pp. 727–765, 2015, doi: <a href=\"https://doi.org/10.1007/s00220-015-2359-z\">10.1007/s00220-015-2359-z</a>.","apa":"Weich, T. (2015). Resonance Chains and Geometric Limits on Schottky Surfaces. <i>Communications in Mathematical Physics</i>, <i>337</i>(2), 727–765. <a href=\"https://doi.org/10.1007/s00220-015-2359-z\">https://doi.org/10.1007/s00220-015-2359-z</a>","bibtex":"@article{Weich_2015, title={Resonance Chains and Geometric Limits on Schottky Surfaces}, volume={337}, DOI={<a href=\"https://doi.org/10.1007/s00220-015-2359-z\">10.1007/s00220-015-2359-z</a>}, number={2}, journal={Communications in Mathematical Physics}, publisher={Springer Science and Business Media LLC}, author={Weich, Tobias}, year={2015}, pages={727–765} }","ama":"Weich T. Resonance Chains and Geometric Limits on Schottky Surfaces. <i>Communications in Mathematical Physics</i>. 2015;337(2):727-765. doi:<a href=\"https://doi.org/10.1007/s00220-015-2359-z\">10.1007/s00220-015-2359-z</a>","mla":"Weich, Tobias. “Resonance Chains and Geometric Limits on Schottky Surfaces.” <i>Communications in Mathematical Physics</i>, vol. 337, no. 2, Springer Science and Business Media LLC, 2015, pp. 727–65, doi:<a href=\"https://doi.org/10.1007/s00220-015-2359-z\">10.1007/s00220-015-2359-z</a>."},"language":[{"iso":"eng"}],"doi":"10.1007/s00220-015-2359-z","title":"Resonance Chains and Geometric Limits on Schottky Surfaces","year":"2015","author":[{"first_name":"Tobias","last_name":"Weich","orcid":"0000-0002-9648-6919","full_name":"Weich, Tobias","id":"49178"}],"publication_identifier":{"issn":["0010-3616","1432-0916"]},"publication_status":"published","date_updated":"2022-05-19T10:16:21Z","intvolume":"       337","date_created":"2022-05-17T12:56:21Z","keyword":["Mathematical Physics","Statistical and Nonlinear Physics"],"type":"journal_article","department":[{"_id":"10"},{"_id":"623"},{"_id":"548"}],"issue":"2","publication":"Communications in Mathematical Physics"},{"quality_controlled":"1","citation":{"apa":"Xu, Y., Laupheimer, M., Preisig, N., Sottmann, T., Schmidt, C., &#38; Stubenrauch, C. (2015). Gelled Lyotropic Liquid Crystals. <i>Langmuir</i>, <i>31</i>(31), 8589–8598. <a href=\"https://doi.org/10.1021/acs.langmuir.5b01992\">https://doi.org/10.1021/acs.langmuir.5b01992</a>","ieee":"Y. Xu, M. Laupheimer, N. Preisig, T. Sottmann, C. Schmidt, and C. Stubenrauch, “Gelled Lyotropic Liquid Crystals,” <i>Langmuir</i>, vol. 31, no. 31, pp. 8589–8598, 2015, doi: <a href=\"https://doi.org/10.1021/acs.langmuir.5b01992\">10.1021/acs.langmuir.5b01992</a>.","chicago":"Xu, Yang, Michaela Laupheimer, Natalie Preisig, Thomas Sottmann, Claudia Schmidt, and Cosima Stubenrauch. “Gelled Lyotropic Liquid Crystals.” <i>Langmuir</i> 31, no. 31 (2015): 8589–98. <a href=\"https://doi.org/10.1021/acs.langmuir.5b01992\">https://doi.org/10.1021/acs.langmuir.5b01992</a>.","short":"Y. Xu, M. Laupheimer, N. Preisig, T. Sottmann, C. Schmidt, C. Stubenrauch, Langmuir 31 (2015) 8589–8598.","mla":"Xu, Yang, et al. “Gelled Lyotropic Liquid Crystals.” <i>Langmuir</i>, vol. 31, no. 31, American Chemical Society (ACS), 2015, pp. 8589–98, doi:<a href=\"https://doi.org/10.1021/acs.langmuir.5b01992\">10.1021/acs.langmuir.5b01992</a>.","ama":"Xu Y, Laupheimer M, Preisig N, Sottmann T, Schmidt C, Stubenrauch C. Gelled Lyotropic Liquid Crystals. <i>Langmuir</i>. 2015;31(31):8589-8598. doi:<a href=\"https://doi.org/10.1021/acs.langmuir.5b01992\">10.1021/acs.langmuir.5b01992</a>","bibtex":"@article{Xu_Laupheimer_Preisig_Sottmann_Schmidt_Stubenrauch_2015, title={Gelled Lyotropic Liquid Crystals}, volume={31}, DOI={<a href=\"https://doi.org/10.1021/acs.langmuir.5b01992\">10.1021/acs.langmuir.5b01992</a>}, number={31}, journal={Langmuir}, publisher={American Chemical Society (ACS)}, author={Xu, Yang and Laupheimer, Michaela and Preisig, Natalie and Sottmann, Thomas and Schmidt, Claudia and Stubenrauch, Cosima}, year={2015}, pages={8589–8598} }"},"status":"public","user_id":"466","volume":31,"page":"8589-8598","_id":"35332","publisher":"American Chemical Society (ACS)","publication":"Langmuir","issue":"31","type":"journal_article","keyword":["Electrochemistry","Spectroscopy","Surfaces and Interfaces","Condensed Matter Physics","General Materials Science"],"department":[{"_id":"2"},{"_id":"315"}],"date_created":"2023-01-06T12:53:52Z","publication_status":"published","date_updated":"2023-01-07T10:34:01Z","article_type":"original","intvolume":"        31","title":"Gelled Lyotropic Liquid Crystals","year":"2015","publication_identifier":{"issn":["0743-7463","1520-5827"]},"author":[{"full_name":"Xu, Yang","last_name":"Xu","first_name":"Yang"},{"full_name":"Laupheimer, Michaela","last_name":"Laupheimer","first_name":"Michaela"},{"full_name":"Preisig, Natalie","first_name":"Natalie","last_name":"Preisig"},{"full_name":"Sottmann, Thomas","first_name":"Thomas","last_name":"Sottmann"},{"id":"466","first_name":"Claudia","last_name":"Schmidt","orcid":"0000-0003-3179-9997","full_name":"Schmidt, Claudia"},{"first_name":"Cosima","last_name":"Stubenrauch","full_name":"Stubenrauch, Cosima"}],"doi":"10.1021/acs.langmuir.5b01992","language":[{"iso":"eng"}]},{"citation":{"apa":"Bossek, J., Bischl, B., Wagner, T., &#38; Rudolph, G. (2015). Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement. <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 1319–1326. <a href=\"https://doi.org/10.1145/2739480.2754673\">https://doi.org/10.1145/2739480.2754673</a>","ieee":"J. Bossek, B. Bischl, T. Wagner, and G. Rudolph, “Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 2015, pp. 1319–1326, doi: <a href=\"https://doi.org/10.1145/2739480.2754673\">10.1145/2739480.2754673</a>.","chicago":"Bossek, Jakob, Bernd Bischl, Tobias Wagner, and Günter Rudolph. “Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 1319–1326. GECCO ’15. New York, NY, USA: Association for Computing Machinery, 2015. <a href=\"https://doi.org/10.1145/2739480.2754673\">https://doi.org/10.1145/2739480.2754673</a>.","short":"J. Bossek, B. Bischl, T. Wagner, G. Rudolph, in: Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, New York, NY, USA, 2015, pp. 1319–1326.","mla":"Bossek, Jakob, et al. “Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement.” <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, Association for Computing Machinery, 2015, pp. 1319–1326, doi:<a href=\"https://doi.org/10.1145/2739480.2754673\">10.1145/2739480.2754673</a>.","ama":"Bossek J, Bischl B, Wagner T, Rudolph G. Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>. GECCO ’15. Association for Computing Machinery; 2015:1319–1326. doi:<a href=\"https://doi.org/10.1145/2739480.2754673\">10.1145/2739480.2754673</a>","bibtex":"@inproceedings{Bossek_Bischl_Wagner_Rudolph_2015, place={New York, NY, USA}, series={GECCO ’15}, title={Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement}, DOI={<a href=\"https://doi.org/10.1145/2739480.2754673\">10.1145/2739480.2754673</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={Association for Computing Machinery}, author={Bossek, Jakob and Bischl, Bernd and Wagner, Tobias and Rudolph, Günter}, year={2015}, pages={1319–1326}, collection={GECCO ’15} }"},"place":"New York, NY, USA","status":"public","page":"1319–1326","_id":"48838","publisher":"Association for Computing Machinery","user_id":"102979","publication":"Proceedings of the Genetic and Evolutionary Computation Conference","extern":"1","abstract":[{"lang":"eng","text":"The majority of algorithms can be controlled or adjusted by parameters. Their values can substantially affect the algorithms’ performance. Since the manual exploration of the parameter space is tedious – even for few parameters – several automatic procedures for parameter tuning have been proposed. Recent approaches also take into account some characteristic properties of the problem instances, frequently termed instance features. Our contribution is the proposal of a novel concept for feature-based algorithm parameter tuning, which applies an approximating surrogate model for learning the continuous feature-parameter mapping. To accomplish this, we learn a joint model of the algorithm performance based on both the algorithm parameters and the instance features. The required data is gathered using a recently proposed acquisition function for model refinement in surrogate-based optimization: the profile expected improvement. This function provides an avenue for maximizing the information required for the feature-parameter mapping, i.e., the mapping from instance features to the corresponding optimal algorithm parameters. The approach is validated by applying the tuner to exemplary evolutionary algorithms and problems, for which theoretically grounded or heuristically determined feature-parameter mappings are available."}],"date_created":"2023-11-14T15:58:51Z","type":"conference","keyword":["evolutionary algorithms","model-based optimization","parameter tuning"],"department":[{"_id":"819"}],"year":"2015","title":"Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement","publication_identifier":{"isbn":["978-1-4503-3472-3"]},"author":[{"full_name":"Bossek, Jakob","last_name":"Bossek","first_name":"Jakob","orcid":"0000-0002-4121-4668","id":"102979"},{"full_name":"Bischl, Bernd","last_name":"Bischl","first_name":"Bernd"},{"full_name":"Wagner, Tobias","first_name":"Tobias","last_name":"Wagner"},{"last_name":"Rudolph","first_name":"Günter","full_name":"Rudolph, Günter"}],"publication_status":"published","date_updated":"2023-12-13T10:40:30Z","series_title":"GECCO ’15","language":[{"iso":"eng"}],"doi":"10.1145/2739480.2754673"},{"citation":{"mla":"Zimmermann, Natalie, et al. “Self-Organized Assemblies of Colloidal Particles Obtained from an Aligned Chromonic Liquid Crystal Dispersion.” <i>Soft Matter</i>, vol. 11, no. 8, Royal Society of Chemistry (RSC), 2015, pp. 1547–53, doi:<a href=\"https://doi.org/10.1039/c4sm02579b\">10.1039/c4sm02579b</a>.","bibtex":"@article{Zimmermann_Jünnemann-Held_Collings_Kitzerow_2015, title={Self-organized assemblies of colloidal particles obtained from an aligned chromonic liquid crystal dispersion}, volume={11}, DOI={<a href=\"https://doi.org/10.1039/c4sm02579b\">10.1039/c4sm02579b</a>}, number={8}, journal={Soft Matter}, publisher={Royal Society of Chemistry (RSC)}, author={Zimmermann, Natalie and Jünnemann-Held, Gisela and Collings, Peter J. and Kitzerow, Heinz-Siegfried}, year={2015}, pages={1547–1553} }","ama":"Zimmermann N, Jünnemann-Held G, Collings PJ, Kitzerow H-S. Self-organized assemblies of colloidal particles obtained from an aligned chromonic liquid crystal dispersion. <i>Soft Matter</i>. 2015;11(8):1547-1553. doi:<a href=\"https://doi.org/10.1039/c4sm02579b\">10.1039/c4sm02579b</a>","ieee":"N. Zimmermann, G. Jünnemann-Held, P. J. Collings, and H.-S. Kitzerow, “Self-organized assemblies of colloidal particles obtained from an aligned chromonic liquid crystal dispersion,” <i>Soft Matter</i>, vol. 11, no. 8, pp. 1547–1553, 2015, doi: <a href=\"https://doi.org/10.1039/c4sm02579b\">10.1039/c4sm02579b</a>.","apa":"Zimmermann, N., Jünnemann-Held, G., Collings, P. J., &#38; Kitzerow, H.-S. (2015). Self-organized assemblies of colloidal particles obtained from an aligned chromonic liquid crystal dispersion. <i>Soft Matter</i>, <i>11</i>(8), 1547–1553. <a href=\"https://doi.org/10.1039/c4sm02579b\">https://doi.org/10.1039/c4sm02579b</a>","chicago":"Zimmermann, Natalie, Gisela Jünnemann-Held, Peter J. Collings, and Heinz-Siegfried Kitzerow. “Self-Organized Assemblies of Colloidal Particles Obtained from an Aligned Chromonic Liquid Crystal Dispersion.” <i>Soft Matter</i> 11, no. 8 (2015): 1547–53. <a href=\"https://doi.org/10.1039/c4sm02579b\">https://doi.org/10.1039/c4sm02579b</a>.","short":"N. Zimmermann, G. Jünnemann-Held, P.J. Collings, H.-S. 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Chemically and thermally stable, emissive carbon dots as viable alternatives to semiconductor quantum dots for emissive nematic liquid crystal–nanoparticle mixtures with lower threshold voltage. <i>Liquid Crystals</i>. 2015;43(2):183-194. doi:<a href=\"https://doi.org/10.1080/02678292.2015.1082651\">10.1080/02678292.2015.1082651</a>","ieee":"M. Urbanski, J. Mirzaei, A. Sharma, D. Hofmann, H.-S. Kitzerow, and T. Hegmann, “Chemically and thermally stable, emissive carbon dots as viable alternatives to semiconductor quantum dots for emissive nematic liquid crystal–nanoparticle mixtures with lower threshold voltage,” <i>Liquid Crystals</i>, vol. 43, no. 2, pp. 183–194, 2015, doi: <a href=\"https://doi.org/10.1080/02678292.2015.1082651\">10.1080/02678292.2015.1082651</a>.","apa":"Urbanski, M., Mirzaei, J., Sharma, A., Hofmann, D., Kitzerow, H.-S., &#38; Hegmann, T. (2015). Chemically and thermally stable, emissive carbon dots as viable alternatives to semiconductor quantum dots for emissive nematic liquid crystal–nanoparticle mixtures with lower threshold voltage. <i>Liquid Crystals</i>, <i>43</i>(2), 183–194. <a href=\"https://doi.org/10.1080/02678292.2015.1082651\">https://doi.org/10.1080/02678292.2015.1082651</a>","short":"M. Urbanski, J. Mirzaei, A. Sharma, D. Hofmann, H.-S. Kitzerow, T. 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Electrically tunable zero dispersion wavelengths in photonic crystal fibers filled with a dual frequency addressable liquid crystal. <i>Applied Physics Letters</i>. 2015;107(20). doi:<a href=\"https://doi.org/10.1063/1.4936086\">10.1063/1.4936086</a>","ieee":"M. Wahle and H.-S. Kitzerow, “Electrically tunable zero dispersion wavelengths in photonic crystal fibers filled with a dual frequency addressable liquid crystal,” <i>Applied Physics Letters</i>, vol. 107, no. 20, Art. no. 201114, 2015, doi: <a href=\"https://doi.org/10.1063/1.4936086\">10.1063/1.4936086</a>.","apa":"Wahle, M., &#38; Kitzerow, H.-S. (2015). Electrically tunable zero dispersion wavelengths in photonic crystal fibers filled with a dual frequency addressable liquid crystal. <i>Applied Physics Letters</i>, <i>107</i>(20), Article 201114. <a href=\"https://doi.org/10.1063/1.4936086\">https://doi.org/10.1063/1.4936086</a>","chicago":"Wahle, Markus, and Heinz-Siegfried Kitzerow. “Electrically Tunable Zero Dispersion Wavelengths in Photonic Crystal Fibers Filled with a Dual Frequency Addressable Liquid Crystal.” <i>Applied Physics Letters</i> 107, no. 20 (2015). <a href=\"https://doi.org/10.1063/1.4936086\">https://doi.org/10.1063/1.4936086</a>.","short":"M. Wahle, H.-S. 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