[{"type":"mastersthesis","status":"public","project":[{"_id":"1","name":"SFB 901"},{"_id":"2","name":"SFB 901 - Project Area A"},{"_id":"5","name":"SFB 901 - Subproject A1"}],"_id":"27072","user_id":"15504","department":[{"_id":"79"}],"language":[{"iso":"eng"}],"year":"2021","citation":{"ama":"Adsul V. <i>Peer-to-Peer Matching for Distributed Systems</i>.; 2021.","chicago":"Adsul, Vaibhav. <i>Peer-to-Peer Matching for Distributed Systems</i>, 2021.","ieee":"V. Adsul, <i>Peer-to-Peer Matching for Distributed Systems</i>. 2021.","apa":"Adsul, V. (2021). <i>Peer-to-Peer Matching for Distributed Systems</i>.","mla":"Adsul, Vaibhav. <i>Peer-to-Peer Matching for Distributed Systems</i>. 2021.","bibtex":"@book{Adsul_2021, title={Peer-to-Peer Matching for Distributed Systems}, author={Adsul, Vaibhav}, year={2021} }","short":"V. Adsul, Peer-to-Peer Matching for Distributed Systems, 2021."},"date_updated":"2022-01-06T06:57:33Z","author":[{"full_name":"Adsul, Vaibhav","last_name":"Adsul","first_name":"Vaibhav"}],"supervisor":[{"last_name":"Scheideler","id":"20792","full_name":"Scheideler, Christian","first_name":"Christian"}],"date_created":"2021-11-03T06:12:47Z","title":"Peer-to-Peer Matching for Distributed Systems"},{"type":"mastersthesis","status":"public","project":[{"_id":"1","name":"SFB 901"},{"_id":"2","name":"SFB 901 - Project Area A"},{"_id":"5","name":"SFB 901 - Subproject A1"}],"_id":"21084","user_id":"15504","department":[{"_id":"79"}],"language":[{"iso":"eng"}],"year":"2021","citation":{"apa":"Werthmann, J. (2021). <i>Derandomization and Local Graph Problems in the Node-Capacitated Clique</i>.","bibtex":"@book{Werthmann_2021, title={Derandomization and Local Graph Problems in the Node-Capacitated Clique}, author={Werthmann, Julian}, year={2021} }","mla":"Werthmann, Julian. <i>Derandomization and Local Graph Problems in the Node-Capacitated Clique</i>. 2021.","short":"J. Werthmann, Derandomization and Local Graph Problems in the Node-Capacitated Clique, 2021.","ieee":"J. Werthmann, <i>Derandomization and Local Graph Problems in the Node-Capacitated Clique</i>. 2021.","chicago":"Werthmann, Julian. <i>Derandomization and Local Graph Problems in the Node-Capacitated Clique</i>, 2021.","ama":"Werthmann J. <i>Derandomization and Local Graph Problems in the Node-Capacitated Clique</i>.; 2021."},"date_updated":"2022-01-06T06:54:44Z","author":[{"first_name":"Julian","last_name":"Werthmann","full_name":"Werthmann, Julian","id":"50024"}],"supervisor":[{"first_name":"Christian","last_name":"Scheideler","full_name":"Scheideler, Christian","id":"20792"}],"date_created":"2021-01-26T13:58:14Z","title":"Derandomization and Local Graph Problems in the Node-Capacitated Clique"},{"author":[{"last_name":"Mengshi","full_name":"Mengshi, Ma","first_name":"Ma"}],"supervisor":[{"first_name":"Christian","full_name":"Scheideler, Christian","id":"20792","last_name":"Scheideler"}],"date_created":"2021-02-09T07:09:22Z","date_updated":"2022-01-06T06:54:49Z","title":"Self-stabilizing Arrow Protocol on Spanning Trees with a Low Diameter","citation":{"ama":"Mengshi M. <i>Self-Stabilizing Arrow Protocol on Spanning Trees with a Low Diameter</i>.; 2021.","chicago":"Mengshi, Ma. <i>Self-Stabilizing Arrow Protocol on Spanning Trees with a Low Diameter</i>, 2021.","ieee":"M. Mengshi, <i>Self-stabilizing Arrow Protocol on Spanning Trees with a Low Diameter</i>. 2021.","apa":"Mengshi, M. (2021). <i>Self-stabilizing Arrow Protocol on Spanning Trees with a Low Diameter</i>.","mla":"Mengshi, Ma. <i>Self-Stabilizing Arrow Protocol on Spanning Trees with a Low Diameter</i>. 2021.","bibtex":"@book{Mengshi_2021, title={Self-stabilizing Arrow Protocol on Spanning Trees with a Low Diameter}, author={Mengshi, Ma}, year={2021} }","short":"M. Mengshi, Self-Stabilizing Arrow Protocol on Spanning Trees with a Low Diameter, 2021."},"year":"2021","user_id":"15504","department":[{"_id":"79"}],"project":[{"_id":"1","name":"SFB 901"},{"_id":"2","name":"SFB 901 - Project Area A"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject A1","_id":"5"},{"name":"SFB 901 - Subproject C1","_id":"13"}],"_id":"21197","language":[{"iso":"eng"}],"type":"bachelorsthesis","status":"public"},{"language":[{"iso":"eng"}],"_id":"21264","user_id":"35756","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:sec>\n                <jats:title>Background</jats:title>\n                <jats:p>Hand amputation can have a truly debilitating impact on the life of the affected person. A multifunctional myoelectric prosthesis controlled using pattern classification can be used to restore some of the lost motor abilities. However, learning to control an advanced prosthesis can be a challenging task, but virtual and augmented reality (AR) provide means to create an engaging and motivating training.</jats:p>\n              </jats:sec><jats:sec>\n                <jats:title>Methods</jats:title>\n                <jats:p>In this study, we present a novel training framework that integrates virtual elements within a real scene (AR) while allowing the view from the first-person perspective. The framework was evaluated in 13 able-bodied subjects and a limb-deficient person divided into intervention (IG) and control (CG) groups. The IG received training by performing simulated clothespin task and both groups conducted a pre- and posttest with a real prosthesis. When training with the AR, the subjects received visual feedback on the generated grasping force. The main outcome measure was the number of pins that were successfully transferred within 20 min (task duration), while the number of dropped and broken pins were also registered. The participants were asked to score the difficulty of the real task (posttest), fun-factor and motivation, as well as the utility of the feedback.</jats:p>\n              </jats:sec><jats:sec>\n                <jats:title>Results</jats:title>\n                <jats:p>The performance (median/interquartile range) consistently increased during the training sessions (4/3 to 22/4). While the results were similar for the two groups in the pretest, the performance improved in the posttest only in IG. In addition, the subjects in IG transferred significantly more pins (28/10.5 versus 14.5/11), and dropped (1/2.5 versus 3.5/2) and broke (5/3.8 versus 14.5/9) significantly fewer pins in the posttest compared to CG. The participants in IG assigned (mean ± std) significantly lower scores to the difficulty compared to CG (5.2 ± 1.9 versus 7.1 ± 0.9), and they highly rated the fun factor (8.7 ± 1.3) and usefulness of feedback (8.5 ± 1.7).</jats:p>\n              </jats:sec><jats:sec>\n                <jats:title>Conclusion</jats:title>\n                <jats:p>The results demonstrated that the proposed AR system allows for the transfer of skills from the simulated to the real task while providing a positive user experience. The present study demonstrates the effectiveness and flexibility of the proposed AR framework. Importantly, the developed system is open source and available for download and further development.</jats:p>\n              </jats:sec>"}],"status":"public","publication":"Journal of NeuroEngineering and Rehabilitation","type":"journal_article","title":"Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis","doi":"10.1186/s12984-021-00822-6","date_updated":"2022-01-06T06:54:52Z","date_created":"2021-02-22T10:43:02Z","author":[{"full_name":"Boschmann, Alexander","last_name":"Boschmann","first_name":"Alexander"},{"last_name":"Neuhaus","full_name":"Neuhaus, Dorothee","first_name":"Dorothee"},{"first_name":"Sarah","full_name":"Vogt, Sarah","last_name":"Vogt"},{"full_name":"Kaltschmidt, Christian","last_name":"Kaltschmidt","first_name":"Christian"},{"full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"},{"last_name":"Dosen","full_name":"Dosen, Strahinja","first_name":"Strahinja"}],"year":"2021","citation":{"bibtex":"@article{Boschmann_Neuhaus_Vogt_Kaltschmidt_Platzner_Dosen_2021, title={Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis}, DOI={<a href=\"https://doi.org/10.1186/s12984-021-00822-6\">10.1186/s12984-021-00822-6</a>}, journal={Journal of NeuroEngineering and Rehabilitation}, author={Boschmann, Alexander and Neuhaus, Dorothee and Vogt, Sarah and Kaltschmidt, Christian and Platzner, Marco and Dosen, Strahinja}, year={2021} }","short":"A. Boschmann, D. Neuhaus, S. Vogt, C. Kaltschmidt, M. Platzner, S. Dosen, Journal of NeuroEngineering and Rehabilitation (2021).","mla":"Boschmann, Alexander, et al. “Immersive Augmented Reality System for the Training of Pattern Classification Control with a Myoelectric Prosthesis.” <i>Journal of NeuroEngineering and Rehabilitation</i>, 2021, doi:<a href=\"https://doi.org/10.1186/s12984-021-00822-6\">10.1186/s12984-021-00822-6</a>.","apa":"Boschmann, A., Neuhaus, D., Vogt, S., Kaltschmidt, C., Platzner, M., &#38; Dosen, S. (2021). Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis. <i>Journal of NeuroEngineering and Rehabilitation</i>. <a href=\"https://doi.org/10.1186/s12984-021-00822-6\">https://doi.org/10.1186/s12984-021-00822-6</a>","chicago":"Boschmann, Alexander, Dorothee Neuhaus, Sarah Vogt, Christian Kaltschmidt, Marco Platzner, and Strahinja Dosen. “Immersive Augmented Reality System for the Training of Pattern Classification Control with a Myoelectric Prosthesis.” <i>Journal of NeuroEngineering and Rehabilitation</i>, 2021. <a href=\"https://doi.org/10.1186/s12984-021-00822-6\">https://doi.org/10.1186/s12984-021-00822-6</a>.","ieee":"A. Boschmann, D. Neuhaus, S. Vogt, C. Kaltschmidt, M. Platzner, and S. Dosen, “Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis,” <i>Journal of NeuroEngineering and Rehabilitation</i>, 2021.","ama":"Boschmann A, Neuhaus D, Vogt S, Kaltschmidt C, Platzner M, Dosen S. Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis. <i>Journal of NeuroEngineering and Rehabilitation</i>. 2021. doi:<a href=\"https://doi.org/10.1186/s12984-021-00822-6\">10.1186/s12984-021-00822-6</a>"},"publication_identifier":{"issn":["1743-0003"]},"publication_status":"published"},{"type":"dissertation","file":[{"file_size":2617069,"file_name":"Dissertation_Michael_Feldmann.pdf","access_level":"closed","file_id":"21629","date_updated":"2021-04-15T08:21:15Z","creator":"mfeldma2","date_created":"2021-04-15T08:21:15Z","success":1,"relation":"main_file","content_type":"application/pdf"}],"status":"public","abstract":[{"lang":"eng","text":"This thesis considers the realization of distributed data structures and the construction of distributed protocols for self-stabilizing overlay networks.\r\n\r\nIn the first part of this thesis, we provide distributed protocols for queues, stacks and priority queues that serve the insertion and deletion of elements within a logarithmic amount of rounds.\r\nOur protocols respect semantic constraints such as sequential consistency or serializability and the individual semantic constraints given by the type (queue, stack, priority queue) of the data structure.\r\nWe furthermore provide a protocol that handles joining and leaving nodes.\r\nAs an important side product, we present a novel protocol solving the distributed $k$-selection problem in a logarithmic amount of rounds, that is, to find the $k$-smallest elements among a polynomial number of elements spread among $n$ nodes.\r\n\t\r\nThe second part of this thesis is devoted to the construction of protocols for self-stabilizing overlay networks, i.e., distributed protocols that transform an overlay network from any initial (potentially illegitimate) state into a legitimate state in finite time.\r\nWe present protocols for self-stabilizing generalized De Bruijn graphs, self-stabilizing quadtrees and self-stabilizing supervised skip rings.\r\nEach of those protocols comes with unique properties that makes it interesting for certain distributed applications.\r\nGeneralized De Bruijn networks provide routing within a constant amount of hops, thus serving the interest in networks that require a low latency for requests.\r\nThe protocol for the quadtree guarantees monotonic searchability as well as a geometric variant of monotonic searchability, making it interesting for wireless networks or applications needed in the area of computational geometry.\r\nThe supervised skip ring can be used to construct a self-stabilizing publish-subscribe system.\r\n"}],"user_id":"23538","department":[{"_id":"79"}],"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area A","_id":"2"},{"name":"SFB 901 - Subproject A1","_id":"5"}],"_id":"21628","language":[{"iso":"eng"}],"file_date_updated":"2021-04-15T08:21:15Z","ddc":["006"],"has_accepted_license":"1","citation":{"ieee":"M. Feldmann, <i>Algorithms for Distributed Data Structures and Self-Stabilizing Overlay Networks</i>. 2021.","chicago":"Feldmann, Michael. <i>Algorithms for Distributed Data Structures and Self-Stabilizing Overlay Networks</i>, 2021. <a href=\"https://doi.org/10.17619/UNIPB/1-1113\">https://doi.org/10.17619/UNIPB/1-1113</a>.","ama":"Feldmann M. <i>Algorithms for Distributed Data Structures and Self-Stabilizing Overlay Networks</i>.; 2021. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1113\">10.17619/UNIPB/1-1113</a>","apa":"Feldmann, M. (2021). <i>Algorithms for Distributed Data Structures and Self-Stabilizing Overlay Networks</i>. <a href=\"https://doi.org/10.17619/UNIPB/1-1113\">https://doi.org/10.17619/UNIPB/1-1113</a>","mla":"Feldmann, Michael. <i>Algorithms for Distributed Data Structures and Self-Stabilizing Overlay Networks</i>. 2021, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1113\">10.17619/UNIPB/1-1113</a>.","bibtex":"@book{Feldmann_2021, title={Algorithms for Distributed Data Structures and Self-Stabilizing Overlay Networks}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1113\">10.17619/UNIPB/1-1113</a>}, author={Feldmann, Michael}, year={2021} }","short":"M. Feldmann, Algorithms for Distributed Data Structures and Self-Stabilizing Overlay Networks, 2021."},"year":"2021","supervisor":[{"first_name":"Christian","full_name":"Scheideler, Christian","id":"20792","last_name":"Scheideler"}],"date_created":"2021-04-15T08:23:52Z","author":[{"first_name":"Michael","full_name":"Feldmann, Michael","id":"23538","last_name":"Feldmann"}],"date_updated":"2022-01-06T06:55:08Z","doi":"10.17619/UNIPB/1-1113","title":"Algorithms for Distributed Data Structures and Self-Stabilizing Overlay Networks"},{"ddc":["000"],"language":[{"iso":"eng"}],"publication":"Natural Language Processing in Artificial Intelligence -- NLPinAI 2020","abstract":[{"lang":"eng","text":"This chapter concentrates on aspect-based sentiment analysis, a form of opinion mining where algorithms detect sentiments expressed about features of products, services, etc. We especially focus on novel approaches for aspect phrase extraction and classification trained on feature-rich datasets. Here, we present two new datasets, which we gathered from the linguistically rich domain of physician reviews, as other investigations have mainly concentrated on commercial reviews and social media reviews so far. To give readers a better understanding of the underlying datasets, we describe the annotation process and inter-annotator agreement in detail. In our research, we automatically assess implicit mentions or indications of specific aspects. To do this, we propose and utilize neural network models that perform the here-defined aspect phrase extraction and classification task, achieving F1-score values of about 80% and accuracy values of more than 90%. As we apply our models to a comparatively complex domain, we obtain promising results. "}],"file":[{"relation":"main_file","success":1,"content_type":"application/pdf","file_id":"21594","access_level":"closed","file_name":"Kersting-Geierhos2021_Chapter_TowardsAspectExtractionAndClas.pdf","file_size":512065,"creator":"jkers","date_created":"2021-04-08T08:14:05Z","date_updated":"2021-04-08T08:14:05Z"}],"publisher":"Springer","date_created":"2020-08-13T09:29:52Z","title":"Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks","year":"2021","_id":"17905","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"department":[{"_id":"579"}],"user_id":"58701","series_title":"Studies in Computational Intelligence (SCI)","file_date_updated":"2021-04-08T08:14:05Z","type":"book_chapter","editor":[{"full_name":"Loukanova, Roussanka","last_name":"Loukanova","first_name":"Roussanka"}],"status":"public","date_updated":"2022-01-06T06:53:23Z","volume":939,"author":[{"first_name":"Joschka","last_name":"Kersting","full_name":"Kersting, Joschka","id":"58701"},{"first_name":"Michaela","full_name":"Geierhos, Michaela","id":"42496","last_name":"Geierhos","orcid":"0000-0002-8180-5606"}],"doi":"10.1007/978-3-030-63787-3_6","publication_identifier":{"unknown":["978-3-030-63786-6 ; 978-3-030-63787-3"]},"has_accepted_license":"1","publication_status":"published","place":"Cham","intvolume":"       939","page":"163--189 ","citation":{"apa":"Kersting, J., &#38; Geierhos, M. (2021). Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks. In R. Loukanova (Ed.), <i>Natural Language Processing in Artificial Intelligence -- NLPinAI 2020</i> (Vol. 939, pp. 163--189). Cham: Springer. <a href=\"https://doi.org/10.1007/978-3-030-63787-3_6\">https://doi.org/10.1007/978-3-030-63787-3_6</a>","short":"J. Kersting, M. Geierhos, in: R. Loukanova (Ed.), Natural Language Processing in Artificial Intelligence -- NLPinAI 2020, Springer, Cham, 2021, pp. 163--189.","bibtex":"@inbook{Kersting_Geierhos_2021, place={Cham}, series={Studies in Computational Intelligence (SCI)}, title={Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks}, volume={939}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-63787-3_6\">10.1007/978-3-030-63787-3_6</a>}, booktitle={Natural Language Processing in Artificial Intelligence -- NLPinAI 2020}, publisher={Springer}, author={Kersting, Joschka and Geierhos, Michaela}, editor={Loukanova, RoussankaEditor}, year={2021}, pages={163--189}, collection={Studies in Computational Intelligence (SCI)} }","mla":"Kersting, Joschka, and Michaela Geierhos. “Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks.” <i>Natural Language Processing in Artificial Intelligence -- NLPinAI 2020</i>, edited by Roussanka Loukanova, vol. 939, Springer, 2021, pp. 163--189, doi:<a href=\"https://doi.org/10.1007/978-3-030-63787-3_6\">10.1007/978-3-030-63787-3_6</a>.","chicago":"Kersting, Joschka, and Michaela Geierhos. “Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks.” In <i>Natural Language Processing in Artificial Intelligence -- NLPinAI 2020</i>, edited by Roussanka Loukanova, 939:163--189. Studies in Computational Intelligence (SCI). Cham: Springer, 2021. <a href=\"https://doi.org/10.1007/978-3-030-63787-3_6\">https://doi.org/10.1007/978-3-030-63787-3_6</a>.","ieee":"J. Kersting and M. Geierhos, “Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks,” in <i>Natural Language Processing in Artificial Intelligence -- NLPinAI 2020</i>, vol. 939, R. Loukanova, Ed. Cham: Springer, 2021, pp. 163--189.","ama":"Kersting J, Geierhos M. Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks. In: Loukanova R, ed. <i>Natural Language Processing in Artificial Intelligence -- NLPinAI 2020</i>. Vol 939. Studies in Computational Intelligence (SCI). Cham: Springer; 2021:163--189. doi:<a href=\"https://doi.org/10.1007/978-3-030-63787-3_6\">10.1007/978-3-030-63787-3_6</a>"}},{"abstract":[{"lang":"eng","text":"We experimentally consider a dynamic multi-period Cournot duopoly with a simultaneous option to manage financial risk and a real option to delay supply. The first option allows players to manage risk before uncertainty is realized, while the second allows managing risk after realization. In our setting, firms face a strategic dilemma: They must weigh the advantages of dealing with risk exposure against the disadvantages of higher competition. In theory, firms make strategic use of the hedging component, enhancing competition. Our experimental results support this theory, suggesting that hedging increases competition and negates duopoly profits even in a simultaneous setting."}],"status":"public","publication":"Review of Industrial Organization","type":"journal_article","article_type":"original","language":[{"iso":"eng"}],"_id":"23524","department":[{"_id":"186"},{"_id":"578"}],"user_id":"67265","year":"2021","citation":{"bibtex":"@article{Cox_Karam_Pelster_2021, title={Two-period duopolies with forward markets}, DOI={<a href=\"https://doi.org/10.1007/s11151-021-09839-6\">10.1007/s11151-021-09839-6</a>}, journal={Review of Industrial Organization}, author={Cox, Caleb and Karam, Arzé and Pelster, Matthias}, year={2021} }","mla":"Cox, Caleb, et al. “Two-Period Duopolies with Forward Markets.” <i>Review of Industrial Organization</i>, 2021, doi:<a href=\"https://doi.org/10.1007/s11151-021-09839-6\">10.1007/s11151-021-09839-6</a>.","short":"C. Cox, A. Karam, M. Pelster, Review of Industrial Organization (2021).","apa":"Cox, C., Karam, A., &#38; Pelster, M. (2021). Two-period duopolies with forward markets. <i>Review of Industrial Organization</i>. <a href=\"https://doi.org/10.1007/s11151-021-09839-6\">https://doi.org/10.1007/s11151-021-09839-6</a>","ieee":"C. Cox, A. Karam, and M. Pelster, “Two-period duopolies with forward markets,” <i>Review of Industrial Organization</i>, 2021.","chicago":"Cox, Caleb, Arzé Karam, and Matthias Pelster. “Two-Period Duopolies with Forward Markets.” <i>Review of Industrial Organization</i>, 2021. <a href=\"https://doi.org/10.1007/s11151-021-09839-6\">https://doi.org/10.1007/s11151-021-09839-6</a>.","ama":"Cox C, Karam A, Pelster M. Two-period duopolies with forward markets. <i>Review of Industrial Organization</i>. 2021. doi:<a href=\"https://doi.org/10.1007/s11151-021-09839-6\">10.1007/s11151-021-09839-6</a>"},"publication_status":"published","related_material":{"link":[{"url":"https://doi.org/10.1007/s11151-021-09839-6","relation":"research_paper"}]},"title":"Two-period duopolies with forward markets","doi":"10.1007/s11151-021-09839-6","main_file_link":[{"url":"https://doi.org/10.1007/s11151-021-09839-6"}],"date_updated":"2022-01-06T06:55:56Z","date_created":"2021-08-25T14:40:54Z","author":[{"last_name":"Cox","full_name":"Cox, Caleb","first_name":"Caleb"},{"full_name":"Karam, Arzé","last_name":"Karam","first_name":"Arzé"},{"first_name":"Matthias","full_name":"Pelster, Matthias","id":"67265","last_name":"Pelster","orcid":" https://orcid.org/0000-0001-5740-2420"}]},{"_id":"23609","user_id":"84268","department":[{"_id":"633"}],"language":[{"iso":"eng"}],"type":"journal_article","publication":"Nature Materials","status":"public","date_updated":"2022-01-06T06:55:57Z","author":[{"last_name":"Guzelturk","full_name":"Guzelturk, Burak","first_name":"Burak"},{"last_name":"Winkler","full_name":"Winkler, Thomas","first_name":"Thomas"},{"first_name":"Tim W. J.","last_name":"Van de Goor","full_name":"Van de Goor, Tim W. J."},{"full_name":"Smith, Matthew D.","last_name":"Smith","first_name":"Matthew D."},{"first_name":"Sean A.","last_name":"Bourelle","full_name":"Bourelle, Sean A."},{"first_name":"Sascha","last_name":"Feldmann","full_name":"Feldmann, Sascha"},{"last_name":"Trigo","full_name":"Trigo, Mariano","first_name":"Mariano"},{"last_name":"Teitelbaum","full_name":"Teitelbaum, Samuel W.","first_name":"Samuel W."},{"first_name":"Hans-Georg","full_name":"Steinrück, Hans-Georg","id":"84268","orcid":"0000-0001-6373-0877","last_name":"Steinrück"},{"first_name":"Gilberto A.","last_name":"de la Pena","full_name":"de la Pena, Gilberto A."},{"full_name":"Alonso-Mori, Roberto","last_name":"Alonso-Mori","first_name":"Roberto"},{"first_name":"Diling","full_name":"Zhu, Diling","last_name":"Zhu"},{"first_name":"Takahiro","full_name":"Sato, Takahiro","last_name":"Sato"},{"first_name":"Hemamala I.","last_name":"Karunadasa","full_name":"Karunadasa, Hemamala I."},{"last_name":"Toney","full_name":"Toney, Michael F.","first_name":"Michael F."},{"first_name":"Felix","full_name":"Deschler, Felix","last_name":"Deschler"},{"first_name":"Aaron M.","full_name":"Lindenberg, Aaron M.","last_name":"Lindenberg"}],"date_created":"2021-09-01T09:09:05Z","volume":20,"title":"Visualization of dynamic polaronic strain fields in hybrid lead halide perovskites","doi":"10.1038/s41563-020-00865-5","publication_status":"published","publication_identifier":{"issn":["1476-1122","1476-4660"]},"year":"2021","citation":{"short":"B. Guzelturk, T. Winkler, T.W.J. Van de Goor, M.D. Smith, S.A. Bourelle, S. Feldmann, M. Trigo, S.W. Teitelbaum, H.-G. Steinrück, G.A. de la Pena, R. Alonso-Mori, D. Zhu, T. Sato, H.I. Karunadasa, M.F. Toney, F. Deschler, A.M. Lindenberg, Nature Materials 20 (2021) 618–623.","mla":"Guzelturk, Burak, et al. “Visualization of Dynamic Polaronic Strain Fields in Hybrid Lead Halide Perovskites.” <i>Nature Materials</i>, vol. 20, 2021, pp. 618–23, doi:<a href=\"https://doi.org/10.1038/s41563-020-00865-5\">10.1038/s41563-020-00865-5</a>.","bibtex":"@article{Guzelturk_Winkler_Van de Goor_Smith_Bourelle_Feldmann_Trigo_Teitelbaum_Steinrück_de la Pena_et al._2021, title={Visualization of dynamic polaronic strain fields in hybrid lead halide perovskites}, volume={20}, DOI={<a href=\"https://doi.org/10.1038/s41563-020-00865-5\">10.1038/s41563-020-00865-5</a>}, journal={Nature Materials}, author={Guzelturk, Burak and Winkler, Thomas and Van de Goor, Tim W. J. and Smith, Matthew D. and Bourelle, Sean A. and Feldmann, Sascha and Trigo, Mariano and Teitelbaum, Samuel W. and Steinrück, Hans-Georg and de la Pena, Gilberto A. and et al.}, year={2021}, pages={618–623} }","apa":"Guzelturk, B., Winkler, T., Van de Goor, T. W. J., Smith, M. D., Bourelle, S. A., Feldmann, S., Trigo, M., Teitelbaum, S. W., Steinrück, H.-G., de la Pena, G. A., Alonso-Mori, R., Zhu, D., Sato, T., Karunadasa, H. I., Toney, M. F., Deschler, F., &#38; Lindenberg, A. M. (2021). Visualization of dynamic polaronic strain fields in hybrid lead halide perovskites. <i>Nature Materials</i>, <i>20</i>, 618–623. <a href=\"https://doi.org/10.1038/s41563-020-00865-5\">https://doi.org/10.1038/s41563-020-00865-5</a>","ama":"Guzelturk B, Winkler T, Van de Goor TWJ, et al. Visualization of dynamic polaronic strain fields in hybrid lead halide perovskites. <i>Nature Materials</i>. 2021;20:618-623. doi:<a href=\"https://doi.org/10.1038/s41563-020-00865-5\">10.1038/s41563-020-00865-5</a>","ieee":"B. Guzelturk <i>et al.</i>, “Visualization of dynamic polaronic strain fields in hybrid lead halide perovskites,” <i>Nature Materials</i>, vol. 20, pp. 618–623, 2021, doi: <a href=\"https://doi.org/10.1038/s41563-020-00865-5\">10.1038/s41563-020-00865-5</a>.","chicago":"Guzelturk, Burak, Thomas Winkler, Tim W. J. Van de Goor, Matthew D. Smith, Sean A. Bourelle, Sascha Feldmann, Mariano Trigo, et al. “Visualization of Dynamic Polaronic Strain Fields in Hybrid Lead Halide Perovskites.” <i>Nature Materials</i> 20 (2021): 618–23. <a href=\"https://doi.org/10.1038/s41563-020-00865-5\">https://doi.org/10.1038/s41563-020-00865-5</a>."},"page":"618-623","intvolume":"        20"},{"abstract":[{"text":"The diagnosis of diseases is decisive for planning proper treatment and ensuring the well-being of patients. Human error hinders accurate diagnostics, as interpreting medical information is a complex and cognitively challenging task. The application of artificial intelligence (AI) can improve the level of diagnostic accuracy and efficiency. While the current literature has examined various approaches to diagnosing various diseases, an overview of fields in which AI has been applied, including their performance aiming to identify emergent digitalized healthcare services, has not yet been adequately realized in extant research. By conducting a critical review, we portray the AI landscape in diagnostics and provide a snapshot to guide future research. This paper extends academia by proposing a research agenda. Practitioners understand the extent to which AI improves diagnostics and how healthcare benefits from it. However, several issues need to be addressed before successful application of AI in disease diagnostics can be achieved.</jats:p>","lang":"eng"}],"status":"public","type":"journal_article","publication":"Health and Technology","language":[{"iso":"eng"}],"_id":"23674","user_id":"88831","department":[{"_id":"646"}],"year":"2021","citation":{"short":"M. Mirbabaie, S. Stieglitz, N.R.J. Frick, Health and Technology (2021) 693–731.","mla":"Mirbabaie, Milad, et al. “Artificial Intelligence in Disease Diagnostics: A Critical Review and Classification on the Current State of Research Guiding Future Direction.” <i>Health and Technology</i>, 2021, pp. 693–731, doi:<a href=\"https://doi.org/10.1007/s12553-021-00555-5\">10.1007/s12553-021-00555-5</a>.","bibtex":"@article{Mirbabaie_Stieglitz_Frick_2021, title={Artificial intelligence in disease diagnostics: A critical review and classification on the current state of research guiding future direction}, DOI={<a href=\"https://doi.org/10.1007/s12553-021-00555-5\">10.1007/s12553-021-00555-5</a>}, journal={Health and Technology}, author={Mirbabaie, Milad and Stieglitz, Stefan and Frick, Nicholas R. J.}, year={2021}, pages={693–731} }","apa":"Mirbabaie, M., Stieglitz, S., &#38; Frick, N. R. J. (2021). Artificial intelligence in disease diagnostics: A critical review and classification on the current state of research guiding future direction. <i>Health and Technology</i>, 693–731. <a href=\"https://doi.org/10.1007/s12553-021-00555-5\">https://doi.org/10.1007/s12553-021-00555-5</a>","ama":"Mirbabaie M, Stieglitz S, Frick NRJ. Artificial intelligence in disease diagnostics: A critical review and classification on the current state of research guiding future direction. <i>Health and Technology</i>. 2021:693-731. doi:<a href=\"https://doi.org/10.1007/s12553-021-00555-5\">10.1007/s12553-021-00555-5</a>","chicago":"Mirbabaie, Milad, Stefan Stieglitz, and Nicholas R. J. Frick. “Artificial Intelligence in Disease Diagnostics: A Critical Review and Classification on the Current State of Research Guiding Future Direction.” <i>Health and Technology</i>, 2021, 693–731. <a href=\"https://doi.org/10.1007/s12553-021-00555-5\">https://doi.org/10.1007/s12553-021-00555-5</a>.","ieee":"M. Mirbabaie, S. Stieglitz, and N. R. J. Frick, “Artificial intelligence in disease diagnostics: A critical review and classification on the current state of research guiding future direction,” <i>Health and Technology</i>, pp. 693–731, 2021."},"page":"693-731","publication_status":"published","publication_identifier":{"issn":["2190-7188","2190-7196"]},"title":"Artificial intelligence in disease diagnostics: A critical review and classification on the current state of research guiding future direction","doi":"10.1007/s12553-021-00555-5","date_updated":"2022-01-06T06:55:58Z","date_created":"2021-09-02T08:01:10Z","author":[{"first_name":"Milad","last_name":"Mirbabaie","id":"88691","full_name":"Mirbabaie, Milad"},{"first_name":"Stefan","last_name":"Stieglitz","full_name":"Stieglitz, Stefan"},{"first_name":"Nicholas R. J.","full_name":"Frick, Nicholas R. J.","last_name":"Frick"}]},{"_id":"23734","department":[{"_id":"9"},{"_id":"146"},{"_id":"219"}],"user_id":"13835","language":[{"iso":"ger"}],"publication":"Mehrzieloptimierte und durchgängig automatisierte Bauteilentwicklung für Additive Fertigungsverfahren im Produktentstehungsprozess","type":"book_chapter","editor":[{"first_name":"Rainer","full_name":"Koch, Rainer","last_name":"Koch"},{"full_name":"Zimmer, Detmar","last_name":"Zimmer","first_name":"Detmar"},{"first_name":"Thomas","full_name":"Tröster, Thomas","last_name":"Tröster"},{"full_name":"Gräßler, Iris","last_name":"Gräßler","first_name":"Iris"}],"status":"public","date_updated":"2022-01-06T06:55:59Z","author":[{"first_name":"Stefan","last_name":"Lammers","id":"13835","full_name":"Lammers, Stefan"},{"first_name":"Anne","full_name":"Kruse, Anne","id":"55833","last_name":"Kruse"},{"first_name":"Jan","last_name":"Gierse","full_name":"Gierse, Jan"},{"first_name":"Johannes","last_name":"Tominski","full_name":"Tominski, Johannes"},{"first_name":"Christian-Friedrich","last_name":"Lindemann","full_name":"Lindemann, Christian-Friedrich","id":"2930"}],"date_created":"2021-09-03T10:08:27Z","title":"Konstruktionsrichtlinien in der Produktentwicklung","publication_identifier":{"isbn":["978-3-8440-7932-6"]},"publication_status":"published","year":"2021","citation":{"mla":"Lammers, Stefan, et al. “Konstruktionsrichtlinien in der Produktentwicklung.” <i>Mehrzieloptimierte und durchgängig automatisierte Bauteilentwicklung für Additive Fertigungsverfahren im Produktentstehungsprozess</i>, edited by Rainer Koch et al., 2021.","bibtex":"@inbook{Lammers_Kruse_Gierse_Tominski_Lindemann_2021, title={Konstruktionsrichtlinien in der Produktentwicklung}, booktitle={Mehrzieloptimierte und durchgängig automatisierte Bauteilentwicklung für Additive Fertigungsverfahren im Produktentstehungsprozess}, author={Lammers, Stefan and Kruse, Anne and Gierse, Jan and Tominski, Johannes and Lindemann, Christian-Friedrich}, editor={Koch, Rainer and Zimmer, Detmar and Tröster, Thomas and Gräßler, IrisEditors}, year={2021} }","short":"S. Lammers, A. Kruse, J. Gierse, J. Tominski, C.-F. Lindemann, in: R. Koch, D. Zimmer, T. Tröster, I. Gräßler (Eds.), Mehrzieloptimierte und durchgängig automatisierte Bauteilentwicklung für Additive Fertigungsverfahren im Produktentstehungsprozess, 2021.","apa":"Lammers, S., Kruse, A., Gierse, J., Tominski, J., &#38; Lindemann, C.-F. (2021). Konstruktionsrichtlinien in der Produktentwicklung. In R. Koch, D. Zimmer, T. Tröster, &#38; I. Gräßler (Eds.), <i>Mehrzieloptimierte und durchgängig automatisierte Bauteilentwicklung für Additive Fertigungsverfahren im Produktentstehungsprozess</i>.","ama":"Lammers S, Kruse A, Gierse J, Tominski J, Lindemann C-F. Konstruktionsrichtlinien in der Produktentwicklung. In: Koch R, Zimmer D, Tröster T, Gräßler I, eds. <i>Mehrzieloptimierte und durchgängig automatisierte Bauteilentwicklung für Additive Fertigungsverfahren im Produktentstehungsprozess</i>. ; 2021.","ieee":"S. Lammers, A. Kruse, J. Gierse, J. Tominski, and C.-F. Lindemann, “Konstruktionsrichtlinien in der Produktentwicklung,” in <i>Mehrzieloptimierte und durchgängig automatisierte Bauteilentwicklung für Additive Fertigungsverfahren im Produktentstehungsprozess</i>, R. Koch, D. Zimmer, T. Tröster, and I. Gräßler, Eds. 2021.","chicago":"Lammers, Stefan, Anne Kruse, Jan Gierse, Johannes Tominski, and Christian-Friedrich Lindemann. “Konstruktionsrichtlinien in der Produktentwicklung.” In <i>Mehrzieloptimierte und durchgängig automatisierte Bauteilentwicklung für Additive Fertigungsverfahren im Produktentstehungsprozess</i>, edited by Rainer Koch, Detmar Zimmer, Thomas Tröster, and Iris Gräßler, 2021."}},{"language":[{"iso":"ger"}],"_id":"20641","user_id":"53299","series_title":"DVS Berichte","department":[{"_id":"157"}],"status":"public","type":"conference","publication":"10. Doktorandenseminar Klebtechnik","title":"Analyse rezepturabhängiger und alterungsbedingter Enthaftungserscheinungen geklebter SMC-Bauteile","conference":{"end_date":"2019-09-25","location":"Kassel","name":"10. Doktorandenseminar Klebtechnik","start_date":"2019-09-24"},"date_updated":"2022-01-06T06:54:31Z","publisher":"DVS Media GmbH","author":[{"id":"53299","full_name":"Aßmuth, Verena","last_name":"Aßmuth","first_name":"Verena"},{"full_name":"Teutenberg, Dominik","id":"537","last_name":"Teutenberg","first_name":"Dominik"},{"first_name":"Gerson","id":"32056","full_name":"Meschut, Gerson","last_name":"Meschut","orcid":"0000-0002-2763-1246"}],"date_created":"2020-12-02T13:05:37Z","volume":369,"year":"2021","place":"Düsseldorf","citation":{"ama":"Aßmuth V, Teutenberg D, Meschut G. Analyse rezepturabhängiger und alterungsbedingter Enthaftungserscheinungen geklebter SMC-Bauteile. In: <i>10. Doktorandenseminar Klebtechnik</i>. Vol 369. DVS Berichte. Düsseldorf: DVS Media GmbH.","chicago":"Aßmuth, Verena, Dominik Teutenberg, and Gerson Meschut. “Analyse rezepturabhängiger und alterungsbedingter Enthaftungserscheinungen geklebter SMC-Bauteile.” In <i>10. Doktorandenseminar Klebtechnik</i>, Vol. 369. DVS Berichte. Düsseldorf: DVS Media GmbH, n.d.","ieee":"V. Aßmuth, D. Teutenberg, and G. Meschut, “Analyse rezepturabhängiger und alterungsbedingter Enthaftungserscheinungen geklebter SMC-Bauteile,” in <i>10. Doktorandenseminar Klebtechnik</i>, Kassel, vol. 369.","mla":"Aßmuth, Verena, et al. “Analyse rezepturabhängiger und alterungsbedingter Enthaftungserscheinungen geklebter SMC-Bauteile.” <i>10. Doktorandenseminar Klebtechnik</i>, vol. 369, DVS Media GmbH.","bibtex":"@inproceedings{Aßmuth_Teutenberg_Meschut, place={Düsseldorf}, series={DVS Berichte}, title={Analyse rezepturabhängiger und alterungsbedingter Enthaftungserscheinungen geklebter SMC-Bauteile}, volume={369}, booktitle={10. Doktorandenseminar Klebtechnik}, publisher={DVS Media GmbH}, author={Aßmuth, Verena and Teutenberg, Dominik and Meschut, Gerson}, collection={DVS Berichte} }","short":"V. Aßmuth, D. Teutenberg, G. Meschut, in: 10. Doktorandenseminar Klebtechnik, DVS Media GmbH, Düsseldorf, n.d.","apa":"Aßmuth, V., Teutenberg, D., &#38; Meschut, G. (n.d.). Analyse rezepturabhängiger und alterungsbedingter Enthaftungserscheinungen geklebter SMC-Bauteile. In <i>10. Doktorandenseminar Klebtechnik</i> (Vol. 369). Düsseldorf: DVS Media GmbH."},"intvolume":"       369","publication_status":"inpress","publication_identifier":{"isbn":["978-3-96144-139-6"]}},{"language":[{"iso":"eng"}],"user_id":"15415","department":[{"_id":"63"}],"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area A","_id":"2"},{"_id":"5","name":"SFB 901 - Subproject A1"}],"_id":"20683","status":"public","type":"journal_article","publication":"Theory of Computing Systems","doi":"10.1007/s00224-020-10023-8","title":"Managing Multiple Mobile Resources","author":[{"first_name":"Björn","last_name":"Feldkord","id":"22704","full_name":"Feldkord, Björn"},{"id":"39241","full_name":"Knollmann, Till","last_name":"Knollmann","orcid":"0000-0003-2014-4696","first_name":"Till"},{"first_name":"Manuel","last_name":"Malatyali","id":"41265","full_name":"Malatyali, Manuel"},{"full_name":"Meyer auf der Heide, Friedhelm","id":"15523","last_name":"Meyer auf der Heide","first_name":"Friedhelm"}],"date_created":"2020-12-08T08:40:10Z","volume":65,"date_updated":"2022-01-06T06:54:31Z","citation":{"ama":"Feldkord B, Knollmann T, Malatyali M, Meyer auf der Heide F. Managing Multiple Mobile Resources. <i>Theory of Computing Systems</i>. 2021;65:943–984. doi:<a href=\"https://doi.org/10.1007/s00224-020-10023-8\">10.1007/s00224-020-10023-8</a>","ieee":"B. Feldkord, T. Knollmann, M. Malatyali, and F. Meyer auf der Heide, “Managing Multiple Mobile Resources,” <i>Theory of Computing Systems</i>, vol. 65, pp. 943–984, 2021, doi: <a href=\"https://doi.org/10.1007/s00224-020-10023-8\">10.1007/s00224-020-10023-8</a>.","chicago":"Feldkord, Björn, Till Knollmann, Manuel Malatyali, and Friedhelm Meyer auf der Heide. “Managing Multiple Mobile Resources.” <i>Theory of Computing Systems</i> 65 (2021): 943–984. <a href=\"https://doi.org/10.1007/s00224-020-10023-8\">https://doi.org/10.1007/s00224-020-10023-8</a>.","bibtex":"@article{Feldkord_Knollmann_Malatyali_Meyer auf der Heide_2021, title={Managing Multiple Mobile Resources}, volume={65}, DOI={<a href=\"https://doi.org/10.1007/s00224-020-10023-8\">10.1007/s00224-020-10023-8</a>}, journal={Theory of Computing Systems}, author={Feldkord, Björn and Knollmann, Till and Malatyali, Manuel and Meyer auf der Heide, Friedhelm}, year={2021}, pages={943–984} }","short":"B. Feldkord, T. Knollmann, M. Malatyali, F. Meyer auf der Heide, Theory of Computing Systems 65 (2021) 943–984.","mla":"Feldkord, Björn, et al. “Managing Multiple Mobile Resources.” <i>Theory of Computing Systems</i>, vol. 65, 2021, pp. 943–984, doi:<a href=\"https://doi.org/10.1007/s00224-020-10023-8\">10.1007/s00224-020-10023-8</a>.","apa":"Feldkord, B., Knollmann, T., Malatyali, M., &#38; Meyer auf der Heide, F. (2021). Managing Multiple Mobile Resources. <i>Theory of Computing Systems</i>, <i>65</i>, 943–984. <a href=\"https://doi.org/10.1007/s00224-020-10023-8\">https://doi.org/10.1007/s00224-020-10023-8</a>"},"intvolume":"        65","page":"943–984","year":"2021","publication_status":"published"},{"title":"A Nearly Optimal Deterministic Online Algorithm for Non-Metric Facility Location","doi":"10.4230/LIPIcs.STACS.2021.14","date_updated":"2022-01-06T06:54:40Z","author":[{"first_name":"Marcin","full_name":"Bienkowski, Marcin","last_name":"Bienkowski"},{"first_name":"Björn","last_name":"Feldkord","id":"22704","full_name":"Feldkord, Björn"},{"first_name":"Pawel","full_name":"Schmidt, Pawel","last_name":"Schmidt"}],"date_created":"2020-12-21T13:46:16Z","year":"2021","page":"14:1 - 14:17","citation":{"ieee":"M. Bienkowski, B. Feldkord, and P. Schmidt, “A Nearly Optimal Deterministic Online Algorithm for Non-Metric Facility Location,” in <i>Proceedings of the 38th Symposium on Theoretical Aspects of Computer Science (STACS)</i>, 2021, pp. 14:1-14:17.","chicago":"Bienkowski, Marcin, Björn Feldkord, and Pawel Schmidt. “A Nearly Optimal Deterministic Online Algorithm for Non-Metric Facility Location.” In <i>Proceedings of the 38th Symposium on Theoretical Aspects of Computer Science (STACS)</i>, 14:1-14:17, 2021. <a href=\"https://doi.org/10.4230/LIPIcs.STACS.2021.14\">https://doi.org/10.4230/LIPIcs.STACS.2021.14</a>.","ama":"Bienkowski M, Feldkord B, Schmidt P. A Nearly Optimal Deterministic Online Algorithm for Non-Metric Facility Location. In: <i>Proceedings of the 38th Symposium on Theoretical Aspects of Computer Science (STACS)</i>. ; 2021:14:1-14:17. doi:<a href=\"https://doi.org/10.4230/LIPIcs.STACS.2021.14\">10.4230/LIPIcs.STACS.2021.14</a>","apa":"Bienkowski, M., Feldkord, B., &#38; Schmidt, P. (2021). A Nearly Optimal Deterministic Online Algorithm for Non-Metric Facility Location. In <i>Proceedings of the 38th Symposium on Theoretical Aspects of Computer Science (STACS)</i> (pp. 14:1-14:17). <a href=\"https://doi.org/10.4230/LIPIcs.STACS.2021.14\">https://doi.org/10.4230/LIPIcs.STACS.2021.14</a>","mla":"Bienkowski, Marcin, et al. “A Nearly Optimal Deterministic Online Algorithm for Non-Metric Facility Location.” <i>Proceedings of the 38th Symposium on Theoretical Aspects of Computer Science (STACS)</i>, 2021, pp. 14:1-14:17, doi:<a href=\"https://doi.org/10.4230/LIPIcs.STACS.2021.14\">10.4230/LIPIcs.STACS.2021.14</a>.","bibtex":"@inproceedings{Bienkowski_Feldkord_Schmidt_2021, title={A Nearly Optimal Deterministic Online Algorithm for Non-Metric Facility Location}, DOI={<a href=\"https://doi.org/10.4230/LIPIcs.STACS.2021.14\">10.4230/LIPIcs.STACS.2021.14</a>}, booktitle={Proceedings of the 38th Symposium on Theoretical Aspects of Computer Science (STACS)}, author={Bienkowski, Marcin and Feldkord, Björn and Schmidt, Pawel}, year={2021}, pages={14:1-14:17} }","short":"M. Bienkowski, B. Feldkord, P. Schmidt, in: Proceedings of the 38th Symposium on Theoretical Aspects of Computer Science (STACS), 2021, pp. 14:1-14:17."},"publication_status":"published","language":[{"iso":"eng"}],"_id":"20817","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area A","_id":"2"},{"name":"SFB 901 - Subproject A1","_id":"5"}],"department":[{"_id":"63"}],"user_id":"22704","status":"public","publication":"Proceedings of the 38th Symposium on Theoretical Aspects of Computer Science (STACS)","type":"conference"},{"date_updated":"2022-01-06T06:55:29Z","publisher":"Eurographics Association ","date_created":"2021-05-26T09:04:55Z","title":"EUROGRAPHICS 2021: Education Papers Frontmatter","doi":"10.2312/EGED.20212000","conference":{"end_date":"2021-05-07","location":"Vienna","name":"Eurographics 2021","start_date":"2021-05-03"},"publication_identifier":{"isbn":["ISBN 978-3-03868-132-8 "]},"year":"2021","citation":{"apa":"Sousa Santos, B., &#38; Domik, G. (Eds.). (2021). <i>EUROGRAPHICS 2021: Education Papers Frontmatter</i>. Presented at the Eurographics 2021, Vienna: Eurographics Association . <a href=\"https://doi.org/10.2312/EGED.20212000\">https://doi.org/10.2312/EGED.20212000</a>","bibtex":"@book{Sousa Santos_Domik_2021, title={EUROGRAPHICS 2021: Education Papers Frontmatter}, DOI={<a href=\"https://doi.org/10.2312/EGED.20212000\">10.2312/EGED.20212000</a>}, publisher={Eurographics Association }, year={2021} }","short":"B. Sousa Santos, G. Domik, eds., EUROGRAPHICS 2021: Education Papers Frontmatter, Eurographics Association , 2021.","mla":"Sousa Santos, Beatriz, and Gitta Domik, editors. <i>EUROGRAPHICS 2021: Education Papers Frontmatter</i>. Eurographics Association , 2021, doi:<a href=\"https://doi.org/10.2312/EGED.20212000\">10.2312/EGED.20212000</a>.","ama":"Sousa Santos B, Domik G, eds. <i>EUROGRAPHICS 2021: Education Papers Frontmatter</i>. Eurographics Association ; 2021. doi:<a href=\"https://doi.org/10.2312/EGED.20212000\">10.2312/EGED.20212000</a>","ieee":"B. Sousa Santos and G. Domik, Eds., <i>EUROGRAPHICS 2021: Education Papers Frontmatter</i>. Eurographics Association , 2021.","chicago":"Sousa Santos, Beatriz, and Gitta Domik, eds. <i>EUROGRAPHICS 2021: Education Papers Frontmatter</i>. Eurographics Association , 2021. <a href=\"https://doi.org/10.2312/EGED.20212000\">https://doi.org/10.2312/EGED.20212000</a>."},"_id":"22230","department":[{"_id":"65"}],"user_id":"90","language":[{"iso":"eng"}],"type":"conference_editor","editor":[{"first_name":"Beatriz","full_name":"Sousa Santos, Beatriz","last_name":"Sousa Santos"},{"last_name":"Domik","id":"90","full_name":"Domik, Gitta","first_name":"Gitta"}],"status":"public"},{"has_accepted_license":"1","publication_status":"accepted","place":"New York","citation":{"ieee":"T. Götte, K. Hinnenthal, C. Scheideler, and J. Werthmann, “Time-Optimal Construction of Overlays,” in <i>Proc. of the 40th ACM Symposium on Principles of Distributed Computing (PODC ’21)</i>, Virtual.","chicago":"Götte, Thorsten, Kristian Hinnenthal, Christian Scheideler, and Julian Werthmann. “Time-Optimal Construction of Overlays.” In <i>Proc. of the 40th ACM Symposium on Principles of Distributed Computing (PODC ’21)</i>, edited by Keren Censor-Hillel. New York: ACM, n.d. <a href=\"https://doi.org/10.1145/3465084.3467932\">https://doi.org/10.1145/3465084.3467932</a>.","ama":"Götte T, Hinnenthal K, Scheideler C, Werthmann J. Time-Optimal Construction of Overlays. In: Censor-Hillel K, ed. <i>Proc. of the 40th ACM Symposium on Principles of Distributed Computing (PODC ’21)</i>. New York: ACM. doi:<a href=\"https://doi.org/10.1145/3465084.3467932\">10.1145/3465084.3467932</a>","mla":"Götte, Thorsten, et al. “Time-Optimal Construction of Overlays.” <i>Proc. of the 40th ACM Symposium on Principles of Distributed Computing (PODC ’21)</i>, edited by Keren Censor-Hillel, ACM, doi:<a href=\"https://doi.org/10.1145/3465084.3467932\">10.1145/3465084.3467932</a>.","bibtex":"@inproceedings{Götte_Hinnenthal_Scheideler_Werthmann, place={New York}, title={Time-Optimal Construction of Overlays}, DOI={<a href=\"https://doi.org/10.1145/3465084.3467932\">10.1145/3465084.3467932</a>}, booktitle={Proc. of the 40th ACM Symposium on Principles of Distributed Computing (PODC ’21)}, publisher={ACM}, author={Götte, Thorsten and Hinnenthal, Kristian and Scheideler, Christian and Werthmann, Julian}, editor={Censor-Hillel, KerenEditor} }","short":"T. Götte, K. Hinnenthal, C. Scheideler, J. Werthmann, in: K. Censor-Hillel (Ed.), Proc. of the 40th ACM Symposium on Principles of Distributed Computing (PODC ’21), ACM, New York, n.d.","apa":"Götte, T., Hinnenthal, K., Scheideler, C., &#38; Werthmann, J. (n.d.). Time-Optimal Construction of Overlays. In K. Censor-Hillel (Ed.), <i>Proc. of the 40th ACM Symposium on Principles of Distributed Computing (PODC ’21)</i>. New York: ACM. <a href=\"https://doi.org/10.1145/3465084.3467932\">https://doi.org/10.1145/3465084.3467932</a>"},"date_updated":"2022-01-06T06:55:30Z","author":[{"first_name":"Thorsten","id":"34727","full_name":"Götte, Thorsten","last_name":"Götte"},{"id":"32229","full_name":"Hinnenthal, Kristian","last_name":"Hinnenthal","first_name":"Kristian"},{"full_name":"Scheideler, Christian","id":"20792","last_name":"Scheideler","first_name":"Christian"},{"first_name":"Julian","last_name":"Werthmann","id":"50024","full_name":"Werthmann, Julian"}],"conference":{"start_date":"2021-07-26","name":"ACM Symposium on Principles of Distributed Computing (PODC)","location":"Virtual","end_date":"2021-07-30"},"doi":"10.1145/3465084.3467932","type":"conference","editor":[{"first_name":"Keren","last_name":"Censor-Hillel","full_name":"Censor-Hillel, Keren"}],"status":"public","_id":"22283","project":[{"name":"SFB 901 - Project Area A","_id":"2"},{"name":"SFB 901 - Subproject A1","_id":"5"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject C1","_id":"13"},{"_id":"1","name":"SFB 901"}],"department":[{"_id":"34"}],"user_id":"477","file_date_updated":"2021-06-06T19:12:49Z","year":"2021","publisher":"ACM","date_created":"2021-06-06T19:10:26Z","title":"Time-Optimal Construction of Overlays","publication":"Proc. of the 40th ACM Symposium on Principles of Distributed Computing (PODC '21)","abstract":[{"lang":"eng","text":"    We show how to construct an overlay network of constant degree and diameter $O(\\log n)$ in time $O(\\log n)$ starting from an arbitrary weakly connected graph.\r\n    We assume a synchronous communication network in which nodes can send messages to nodes they know the identifier of and establish new connections by sending node identifiers.\r\n    If the initial network's graph is weakly connected and has constant degree, then our algorithm constructs the desired topology with each node sending and receiving only $O(\\log n)$ messages in each round in time $O(\\log n)$, w.h.p., which beats the currently best $O(\\log^{3/2} n)$ time algorithm of [Götte et al., SIROCCO'19].\r\n    Since the problem cannot be solved faster than by using pointer jumping for $O(\\log n)$ rounds (which would even require each node to communicate $\\Omega(n)$ bits), our algorithm is asymptotically optimal.\r\n    We achieve this speedup by using short random walks to repeatedly establish random connections between the nodes that quickly reduce the conductance of the graph using an observation of [Kwok and Lau, APPROX'14].\r\n    \r\n    Additionally, we show how our algorithm can be used to efficiently solve graph problems in \\emph{hybrid networks} [Augustine et al., SODA'20].\r\n    Motivated by the idea that nodes possess two different modes of communication, we assume that communication of the \\emph{initial} edges is unrestricted. In contrast, only polylogarithmically many messages can be communicated over edges that have been established throughout an algorithm's execution.\r\n    For an (undirected) graph $G$ with arbitrary degree, we show how to compute connected components, a spanning tree, and biconnected components in time $O(\\log n)$, w.h.p.\r\n    Furthermore, we show how to compute an MIS in time $O(\\log d + \\log \\log n)$, w.h.p., where $d$ is the initial degree of $G$."}],"file":[{"file_id":"22284","access_level":"closed","file_name":"Wicked_Fast_Overlay_Construction(1).pdf","file_size":590875,"creator":"thgoette","date_created":"2021-06-06T19:12:49Z","date_updated":"2021-06-06T19:12:49Z","relation":"main_file","success":1,"content_type":"application/pdf"}],"ddc":["000"],"language":[{"iso":"eng"}]},{"year":"2021","date_created":"2021-05-20T09:51:14Z","publisher":"Conexio","title":"Einfluss von Steilaufstellung, Nachführung und Einsatz bifazialer PV-Module auf den Speicherbedarf und die Kosten einer 100% EE-Versorgung Deutschlands","publication":"Tagungsband des 36. PV-Symposium, 18.-26 Mai 2021, online, ISBN 978-3-948176-14-3, S. 301-304. ","file":[{"file_size":3540634,"file_id":"29169","access_level":"closed","file_name":"Staffelstein 2021 Krauter Khatibi S.301-304.pdf","date_updated":"2022-01-06T11:44:09Z","date_created":"2022-01-06T11:44:09Z","creator":"krauter","success":1,"relation":"main_file","content_type":"application/pdf"}],"language":[{"iso":"ger"}],"ddc":["620"],"publication_status":"published","publication_identifier":{"isbn":["978-3-948176-14-3"]},"has_accepted_license":"1","citation":{"apa":"Krauter, S., &#38; Khatibi, A. (2021). Einfluss von Steilaufstellung, Nachführung und Einsatz bifazialer PV-Module auf den Speicherbedarf und die Kosten einer 100% EE-Versorgung Deutschlands. <i>Tagungsband des 36. PV-Symposium, 18.-26 Mai 2021, online, ISBN 978-3-948176-14-3, S. 301-304. </i>, 301–304.","bibtex":"@inproceedings{Krauter_Khatibi_2021, place={Pforzheim}, title={Einfluss von Steilaufstellung, Nachführung und Einsatz bifazialer PV-Module auf den Speicherbedarf und die Kosten einer 100% EE-Versorgung Deutschlands}, booktitle={Tagungsband des 36. PV-Symposium, 18.-26 Mai 2021, online, ISBN 978-3-948176-14-3, S. 301-304. }, publisher={Conexio}, author={Krauter, Stefan and Khatibi, Arash}, year={2021}, pages={301–304} }","mla":"Krauter, Stefan, and Arash Khatibi. “Einfluss von Steilaufstellung, Nachführung und Einsatz bifazialer PV-Module auf den Speicherbedarf und die Kosten einer 100% EE-Versorgung Deutschlands.” <i>Tagungsband des 36. PV-Symposium, 18.-26 Mai 2021, online, ISBN 978-3-948176-14-3, S. 301-304. </i>, Conexio, 2021, pp. 301–04.","short":"S. Krauter, A. Khatibi, in: Tagungsband des 36. PV-Symposium, 18.-26 Mai 2021, online, ISBN 978-3-948176-14-3, S. 301-304. , Conexio, Pforzheim, 2021, pp. 301–304.","ama":"Krauter S, Khatibi A. Einfluss von Steilaufstellung, Nachführung und Einsatz bifazialer PV-Module auf den Speicherbedarf und die Kosten einer 100% EE-Versorgung Deutschlands. In: <i>Tagungsband des 36. PV-Symposium, 18.-26 Mai 2021, online, ISBN 978-3-948176-14-3, S. 301-304. </i>. Conexio; 2021:301-304.","chicago":"Krauter, Stefan, and Arash Khatibi. “Einfluss von Steilaufstellung, Nachführung und Einsatz bifazialer PV-Module auf den Speicherbedarf und die Kosten einer 100% EE-Versorgung Deutschlands.” In <i>Tagungsband des 36. PV-Symposium, 18.-26 Mai 2021, online, ISBN 978-3-948176-14-3, S. 301-304. </i>, 301–4. Pforzheim: Conexio, 2021.","ieee":"S. Krauter and A. Khatibi, “Einfluss von Steilaufstellung, Nachführung und Einsatz bifazialer PV-Module auf den Speicherbedarf und die Kosten einer 100% EE-Versorgung Deutschlands,” in <i>Tagungsband des 36. PV-Symposium, 18.-26 Mai 2021, online, ISBN 978-3-948176-14-3, S. 301-304. </i>, Staffelstein / online, 2021, pp. 301–304."},"page":"301-304","place":"Pforzheim","author":[{"first_name":"Stefan","full_name":"Krauter, Stefan","id":"28836","last_name":"Krauter","orcid":"0000-0002-3594-260X"},{"last_name":"Khatibi","id":"43538","full_name":"Khatibi, Arash","first_name":"Arash"}],"date_updated":"2022-01-06T11:46:47Z","conference":{"end_date":"2021-05-26","location":"Staffelstein / online","name":"36. PV-Symposium, 18.-26 Mai 2021","start_date":"2021-05-18"},"type":"conference","status":"public","user_id":"28836","department":[{"_id":"53"}],"_id":"22217","file_date_updated":"2022-01-06T11:44:09Z"},{"citation":{"apa":"Schröder, D., &#38; Böcker, J. (2021). <i>Elektrische Antriebe – Regelung von Antriebssystemen</i> (5th ed.). Springer Nature. <a href=\"https://doi.org/10.1007/978-3-662-62700-6\">https://doi.org/10.1007/978-3-662-62700-6</a>","mla":"Schröder, Dierk, and Joachim Böcker. <i>Elektrische Antriebe – Regelung von Antriebssystemen</i>. 5th ed., Springer Nature, 2021, doi:<a href=\"https://doi.org/10.1007/978-3-662-62700-6\">10.1007/978-3-662-62700-6</a>.","bibtex":"@book{Schröder_Böcker_2021, edition={5}, title={Elektrische Antriebe – Regelung von Antriebssystemen}, DOI={<a href=\"https://doi.org/10.1007/978-3-662-62700-6\">10.1007/978-3-662-62700-6</a>}, publisher={Springer Nature}, author={Schröder, Dierk and Böcker, Joachim}, year={2021} }","short":"D. Schröder, J. Böcker, Elektrische Antriebe – Regelung von Antriebssystemen, 5th ed., Springer Nature, 2021.","chicago":"Schröder, Dierk, and Joachim Böcker. <i>Elektrische Antriebe – Regelung von Antriebssystemen</i>. 5th ed. Springer Nature, 2021. <a href=\"https://doi.org/10.1007/978-3-662-62700-6\">https://doi.org/10.1007/978-3-662-62700-6</a>.","ieee":"D. Schröder and J. Böcker, <i>Elektrische Antriebe – Regelung von Antriebssystemen</i>, 5th ed. Springer Nature, 2021.","ama":"Schröder D, Böcker J. <i>Elektrische Antriebe – Regelung von Antriebssystemen</i>. 5th ed. Springer Nature; 2021. doi:<a href=\"https://doi.org/10.1007/978-3-662-62700-6\">10.1007/978-3-662-62700-6</a>"},"page":"1625","year":"2021","edition":"5","publication_status":"published","publication_identifier":{"eisbn":["978-3-662-62700-6"],"isbn":["978-3-662-62699-3"]},"main_file_link":[{"url":"https://link.springer.com/book/10.1007/978-3-662-62700-6"}],"doi":"10.1007/978-3-662-62700-6","title":"Elektrische Antriebe – Regelung von Antriebssystemen","date_created":"2022-02-18T14:23:49Z","author":[{"full_name":"Schröder, Dierk","last_name":"Schröder","first_name":"Dierk"},{"first_name":"Joachim","last_name":"Böcker","orcid":"0000-0002-8480-7295","id":"66","full_name":"Böcker, Joachim"}],"date_updated":"2022-02-19T09:40:55Z","publisher":"Springer Nature","status":"public","type":"book","language":[{"iso":"ger"}],"ddc":["620"],"user_id":"66","department":[{"_id":"52"}],"_id":"29876"},{"year":"2021","citation":{"chicago":"Popp, J., M. Wolf, T. Mattner, and D. Drummer. “Energy Direction in Ultrasonic Impregnation of Continuous Fiber-Reinforced Thermoplastics.” <i>Journal of Composites Science</i> 5 (2021): 239. <a href=\"https://doi.org/10.3390/jcs5090239\">https://doi.org/10.3390/jcs5090239</a>.","ieee":"J. Popp, M. Wolf, T. Mattner, and D. Drummer, “Energy direction in ultrasonic impregnation of continuous fiber-reinforced thermoplastics,” <i>Journal of Composites Science</i>, vol. 5, p. 239, 2021, doi: <a href=\"https://doi.org/10.3390/jcs5090239\">10.3390/jcs5090239</a>.","apa":"Popp, J., Wolf, M., Mattner, T., &#38; Drummer, D. (2021). Energy direction in ultrasonic impregnation of continuous fiber-reinforced thermoplastics. <i>Journal of Composites Science</i>, <i>5</i>, 239. <a href=\"https://doi.org/10.3390/jcs5090239\">https://doi.org/10.3390/jcs5090239</a>","ama":"Popp J, Wolf M, Mattner T, Drummer D. Energy direction in ultrasonic impregnation of continuous fiber-reinforced thermoplastics. <i>Journal of Composites Science</i>. 2021;5:239. doi:<a href=\"https://doi.org/10.3390/jcs5090239\">10.3390/jcs5090239</a>","short":"J. Popp, M. Wolf, T. Mattner, D. Drummer, Journal of Composites Science 5 (2021) 239.","mla":"Popp, J., et al. “Energy Direction in Ultrasonic Impregnation of Continuous Fiber-Reinforced Thermoplastics.” <i>Journal of Composites Science</i>, vol. 5, 2021, p. 239, doi:<a href=\"https://doi.org/10.3390/jcs5090239\">10.3390/jcs5090239</a>.","bibtex":"@article{Popp_Wolf_Mattner_Drummer_2021, title={Energy direction in ultrasonic impregnation of continuous fiber-reinforced thermoplastics}, volume={5}, DOI={<a href=\"https://doi.org/10.3390/jcs5090239\">10.3390/jcs5090239</a>}, journal={Journal of Composites Science}, author={Popp, J. and Wolf, M. and Mattner, T. and Drummer, D.}, year={2021}, pages={239} }"},"intvolume":"         5","page":"239","title":"Energy direction in ultrasonic impregnation of continuous fiber-reinforced thermoplastics","doi":"10.3390/jcs5090239","date_updated":"2022-03-29T12:43:36Z","author":[{"full_name":"Popp, J.","last_name":"Popp","first_name":"J."},{"last_name":"Wolf","full_name":"Wolf, M.","first_name":"M."},{"first_name":"T.","full_name":"Mattner, T.","last_name":"Mattner"},{"last_name":"Drummer","full_name":"Drummer, D.","first_name":"D."}],"date_created":"2022-03-28T12:25:45Z","volume":5,"abstract":[{"text":"As a new and innovative processing method for fabrication for fiber-reinforced thermoplastic composites (CFRTs), the feasibility of ultrasonic welding technology was proven in several studies. This method offers potential for the direct manufacturing of CFRT–metal structures via embedded pin structures. Despite the previous studies, a deeper understanding of the process of energy input and whether fibers work as energy directors and consequently can, in combination with chosen processing parameters, influence the consolidation quality of the CFRTs, is still unknown. Consequently, the aim of this work is to establish a deeper process understanding of the ultrasonic direct impregnation of fiber-reinforced thermoplastics with an emphasis on the fiber’s function as energy directors. Based on the generated insights, a better assessment of the feasibility of direct, hybrid part manufacturing is possible. The produced samples were primarily evaluated by optical and mechanical test methods. It is demonstrated that with higher welding time and amplitude, a better consolidation quality can be achieved and that independent of the process parameters chosen in this study, no significant fiber breakage occurs. This is interpreted as a sign of a gentle impregnation process. Furthermore, based on the examination of single roving and 5-layer set-ups, it is shown that the glass fibers function as energy directors and can influence the transformation of sonic energy into thermal energy. In comparison to industrially available CFRT material, the mechanical properties are weaker, but materials and processes offer potential for significant improvement. Based on these findings, proposals for a direct impregnation and joining process are made.","lang":"eng"}],"status":"public","type":"journal_article","publication":"Journal of Composites Science","language":[{"iso":"eng"}],"project":[{"name":"TRR 285: TRR 285","_id":"130","grant_number":"418701707"},{"name":"TRR 285 - C: TRR 285 - Project Area C","_id":"133"},{"name":"TRR 285 – C01: TRR 285 - Subproject C01","_id":"145"}],"_id":"30645","user_id":"68518"},{"title":"Technikphilosophie","publisher":"Herder Verlag","date_updated":"2022-04-04T08:24:42Z","author":[{"full_name":"Peckhaus, Volker","id":"391","last_name":"Peckhaus","first_name":"Volker"}],"date_created":"2020-08-10T07:33:11Z","place":"Freiburg/Basel/Wien","year":"2021","page":"983-991 (Spalten)","citation":{"mla":"Peckhaus, Volker. “Technikphilosophie.” <i>Staatslexikon. Recht, Wirtschaft, Gesellschaft, Bd. 5: Schule - Virtuelle Realität</i>, 8. völlig neu bearbeitete Aufl., Herder Verlag, 2021, pp. 983-991 (Spalten).","short":"V. Peckhaus, in: Staatslexikon. Recht, Wirtschaft, Gesellschaft, Bd. 5: Schule - Virtuelle Realität, 8. völlig neu bearbeitete Aufl., Herder Verlag, Freiburg/Basel/Wien, 2021, pp. 983-991 (Spalten).","bibtex":"@inbook{Peckhaus_2021, place={Freiburg/Basel/Wien}, edition={8. völlig neu bearbeitete Aufl.}, title={Technikphilosophie}, booktitle={Staatslexikon. Recht, Wirtschaft, Gesellschaft, Bd. 5: Schule - Virtuelle Realität}, publisher={Herder Verlag}, author={Peckhaus, Volker}, year={2021}, pages={983-991 (Spalten)} }","apa":"Peckhaus, V. (2021). Technikphilosophie. In <i>Staatslexikon. Recht, Wirtschaft, Gesellschaft, Bd. 5: Schule - Virtuelle Realität</i> (8. völlig neu bearbeitete Aufl., pp. 983-991 (Spalten)). Herder Verlag.","ieee":"V. Peckhaus, “Technikphilosophie,” in <i>Staatslexikon. Recht, Wirtschaft, Gesellschaft, Bd. 5: Schule - Virtuelle Realität</i>, 8. völlig neu bearbeitete Aufl., Freiburg/Basel/Wien: Herder Verlag, 2021, pp. 983-991 (Spalten).","chicago":"Peckhaus, Volker. “Technikphilosophie.” In <i>Staatslexikon. Recht, Wirtschaft, Gesellschaft, Bd. 5: Schule - Virtuelle Realität</i>, 8. völlig neu bearbeitete Aufl., 983-991 (Spalten). Freiburg/Basel/Wien: Herder Verlag, 2021.","ama":"Peckhaus V. Technikphilosophie. In: <i>Staatslexikon. Recht, Wirtschaft, Gesellschaft, Bd. 5: Schule - Virtuelle Realität</i>. 8. völlig neu bearbeitete Aufl. Herder Verlag; 2021:983-991 (Spalten)."},"publication_status":"published","edition":"8. völlig neu bearbeitete Aufl.","language":[{"iso":"ger"}],"_id":"17751","department":[{"_id":"520"}],"user_id":"59882","status":"public","publication":"Staatslexikon. Recht, Wirtschaft, Gesellschaft, Bd. 5: Schule - Virtuelle Realität","type":"encyclopedia_article"},{"publication_status":"published","publication_identifier":{"isbn":["9783030889418","9783030889425"],"issn":["0302-9743","1611-3349"]},"citation":{"ama":"Damke C, Hüllermeier E. Ranking Structured Objects with Graph Neural Networks. In: Soares C, Torgo L, eds. <i>Proceedings of The 24th International Conference on Discovery Science (DS 2021)</i>. Vol 12986. Lecture Notes in Computer Science. Springer; 2021:166-180. doi:<a href=\"https://doi.org/10.1007/978-3-030-88942-5\">10.1007/978-3-030-88942-5</a>","ieee":"C. Damke and E. Hüllermeier, “Ranking Structured Objects with Graph Neural Networks,” in <i>Proceedings of The 24th International Conference on Discovery Science (DS 2021)</i>, Halifax, Canada, 2021, vol. 12986, pp. 166–180, doi: <a href=\"https://doi.org/10.1007/978-3-030-88942-5\">10.1007/978-3-030-88942-5</a>.","chicago":"Damke, Clemens, and Eyke Hüllermeier. “Ranking Structured Objects with Graph Neural Networks.” In <i>Proceedings of The 24th International Conference on Discovery Science (DS 2021)</i>, edited by Carlos Soares and Luis Torgo, 12986:166–80. Lecture Notes in Computer Science. Springer, 2021. <a href=\"https://doi.org/10.1007/978-3-030-88942-5\">https://doi.org/10.1007/978-3-030-88942-5</a>.","short":"C. Damke, E. Hüllermeier, in: C. Soares, L. Torgo (Eds.), Proceedings of The 24th International Conference on Discovery Science (DS 2021), Springer, 2021, pp. 166–180.","bibtex":"@inproceedings{Damke_Hüllermeier_2021, series={Lecture Notes in Computer Science}, title={Ranking Structured Objects with Graph Neural Networks}, volume={12986}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-88942-5\">10.1007/978-3-030-88942-5</a>}, booktitle={Proceedings of The 24th International Conference on Discovery Science (DS 2021)}, publisher={Springer}, author={Damke, Clemens and Hüllermeier, Eyke}, editor={Soares, Carlos and Torgo, Luis}, year={2021}, pages={166–180}, collection={Lecture Notes in Computer Science} }","mla":"Damke, Clemens, and Eyke Hüllermeier. “Ranking Structured Objects with Graph Neural Networks.” <i>Proceedings of The 24th International Conference on Discovery Science (DS 2021)</i>, edited by Carlos Soares and Luis Torgo, vol. 12986, Springer, 2021, pp. 166–80, doi:<a href=\"https://doi.org/10.1007/978-3-030-88942-5\">10.1007/978-3-030-88942-5</a>.","apa":"Damke, C., &#38; Hüllermeier, E. (2021). Ranking Structured Objects with Graph Neural Networks. In C. Soares &#38; L. Torgo (Eds.), <i>Proceedings of The 24th International Conference on Discovery Science (DS 2021)</i> (Vol. 12986, pp. 166–180). Springer. <a href=\"https://doi.org/10.1007/978-3-030-88942-5\">https://doi.org/10.1007/978-3-030-88942-5</a>"},"intvolume":"     12986","page":"166-180","author":[{"first_name":"Clemens","orcid":"0000-0002-0455-0048","last_name":"Damke","full_name":"Damke, Clemens","id":"48192"},{"first_name":"Eyke","id":"48129","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier"}],"volume":12986,"date_updated":"2022-04-11T22:08:12Z","conference":{"name":"24th International Conference on Discovery Science","start_date":"2021-10-11","end_date":"2021-10-13","location":"Halifax, Canada"},"doi":"10.1007/978-3-030-88942-5","type":"conference","status":"public","editor":[{"last_name":"Soares","full_name":"Soares, Carlos","first_name":"Carlos"},{"first_name":"Luis","full_name":"Torgo, Luis","last_name":"Torgo"}],"series_title":"Lecture Notes in Computer Science","user_id":"48192","department":[{"_id":"355"}],"_id":"27381","quality_controlled":"1","year":"2021","date_created":"2021-11-11T14:15:18Z","publisher":"Springer","title":"Ranking Structured Objects with Graph Neural Networks","publication":"Proceedings of The 24th International Conference on Discovery Science (DS 2021)","abstract":[{"lang":"eng","text":"Graph neural networks (GNNs) have been successfully applied in many structured data domains, with applications ranging from molecular property prediction to the analysis of social networks. Motivated by the broad applicability of GNNs, we propose the family of so-called RankGNNs, a combination of neural Learning to Rank (LtR) methods and GNNs. RankGNNs are trained with a set of pair-wise preferences between graphs, suggesting that one of them is preferred over the other. One practical application of this problem is drug screening, where an expert wants to find the most promising molecules in a large collection of drug candidates. We empirically demonstrate that our proposed pair-wise RankGNN approach either significantly outperforms or at least matches the ranking performance of the naive point-wise baseline approach, in which the LtR problem is solved via GNN-based graph regression."}],"external_id":{"arxiv":["2104.08869"]},"language":[{"iso":"eng"}],"keyword":["Graph-structured data","Graph neural networks","Preference learning","Learning to rank"]}]