[{"_id":"60048","project":[{"grant_number":"453112019","name":"Algorithmen für Schwarmrobotik: Verteiltes Rechnen trifft Dynamische Systeme","_id":"106"}],"department":[{"_id":"101"}],"user_id":"32655","status":"public","type":"book_chapter","doi":"10.1007/978-3-031-91736-3_19","main_file_link":[{"open_access":"1","url":" ArXiv:2503.07576"}],"oa":"1","date_updated":"2025-05-27T08:22:42Z","author":[{"first_name":"Raphael","orcid":"0009-0002-4750-2051","last_name":"Gerlach","id":"32655","full_name":"Gerlach, Raphael"},{"orcid":"0000-0002-8054-2058","last_name":"von der Gracht","full_name":"von der Gracht, Sören","id":"97359","first_name":"Sören"},{"first_name":"Michael","full_name":"Dellnitz, Michael","last_name":"Dellnitz"}],"place":"Cham","citation":{"ama":"Gerlach R, von der Gracht S, Dellnitz M. On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-031-91736-3_19\">10.1007/978-3-031-91736-3_19</a>","ieee":"R. Gerlach, S. von der Gracht, and M. Dellnitz, “On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","chicago":"Gerlach, Raphael, Sören von der Gracht, and Michael Dellnitz. “On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-91736-3_19\">https://doi.org/10.1007/978-3-031-91736-3_19</a>.","mla":"Gerlach, Raphael, et al. “On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-031-91736-3_19\">10.1007/978-3-031-91736-3_19</a>.","bibtex":"@inbook{Gerlach_von der Gracht_Dellnitz_2025, place={Cham}, title={On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-91736-3_19\">10.1007/978-3-031-91736-3_19</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Gerlach, Raphael and von der Gracht, Sören and Dellnitz, Michael}, year={2025} }","short":"R. Gerlach, S. von der Gracht, M. Dellnitz, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","apa":"Gerlach, R., von der Gracht, S., &#38; Dellnitz, M. (2025). On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-91736-3_19\">https://doi.org/10.1007/978-3-031-91736-3_19</a>"},"publication_identifier":{"isbn":["9783031917356","9783031917363"],"issn":["0302-9743","1611-3349"]},"publication_status":"published","language":[{"iso":"eng"}],"external_id":{"arxiv":["2503.07576"]},"publication":"Lecture Notes in Computer Science","title":"On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies","publisher":"Springer Nature Switzerland","date_created":"2025-05-27T08:17:03Z","year":"2025"},{"publisher":"Springer Nature Switzerland","date_created":"2025-11-23T21:07:12Z","title":"Invited Paper: Distributed Rhombus Formation of Sliding Squares","year":"2025","language":[{"iso":"eng"}],"publication":"Stabilization, Safety, and Security of Distributed Systems","abstract":[{"lang":"eng","text":"The sliding square model is a widely used abstraction for studying self-reconfigurable robotic systems, where modules are square-shaped robots that move by sliding or rotating over one another. In this paper, we propose a novel distributed algorithm that enables a group of modules to reconfigure into a rhombus shape, starting from an arbitrary side-connected configuration. It is connectivity-preserving and operates under minimal assumptions: one leader module, common chirality, constant memory per module, and visibility and communication restricted to immediate neighbors. Unlike prior work, which relaxes the original sliding square move-set, our approach uses the unmodified move-set, addressing the additional challenge of handling locked configurations. Our algorithm is sequential in nature and operates with a worst-case time complexity of O(n^2) rounds, which is optimal for sequential algorithms. To improve runtime, we introduce two parallel variants of the algorithm. Both rely on a spanning tree data structure, allowing modules to make decisions based on local connectivity. Our experimental results show a significant speedup for the first variant, and a linear average runtime for the second variant, which is worst-case optimal for parallel algorithms."}],"date_updated":"2026-02-11T08:31:14Z","author":[{"full_name":"Kostitsyna, Irina","last_name":"Kostitsyna","first_name":"Irina"},{"last_name":"Liedtke","id":"55557","full_name":"Liedtke, David Jan","first_name":"David Jan"},{"last_name":"Scheideler","id":"20792","full_name":"Scheideler, Christian","first_name":"Christian"}],"conference":{"start_date":"2025-10-09","name":"27th International Symposium on Stabilization, Safety, and Security of Distributed Systems (SSS)","location":"Kathmandu","end_date":"2025-10-11"},"doi":"10.1007/978-3-032-11127-2_26","publication_identifier":{"isbn":["9783032111265","9783032111272"],"issn":["0302-9743","1611-3349"]},"publication_status":"published","place":"Cham","page":"325-342","citation":{"ieee":"I. Kostitsyna, D. J. Liedtke, and C. Scheideler, “Invited Paper: Distributed Rhombus Formation of Sliding Squares,” in <i>Stabilization, Safety, and Security of Distributed Systems</i>, Kathmandu, 2025, pp. 325–342, doi: <a href=\"https://doi.org/10.1007/978-3-032-11127-2_26\">10.1007/978-3-032-11127-2_26</a>.","chicago":"Kostitsyna, Irina, David Jan Liedtke, and Christian Scheideler. “Invited Paper: Distributed Rhombus Formation of Sliding Squares.” In <i>Stabilization, Safety, and Security of Distributed Systems</i>, edited by Silvia Bonomi, Partha Sarathi Mandal, Peter Robinson, Gokarna Sharma, and Sebastien Tixeuil, 325–42. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-11127-2_26\">https://doi.org/10.1007/978-3-032-11127-2_26</a>.","ama":"Kostitsyna I, Liedtke DJ, Scheideler C. Invited Paper: Distributed Rhombus Formation of Sliding Squares. In: Bonomi S, Mandal PS, Robinson P, Sharma G, Tixeuil S, eds. <i>Stabilization, Safety, and Security of Distributed Systems</i>. Springer Nature Switzerland; 2025:325-342. doi:<a href=\"https://doi.org/10.1007/978-3-032-11127-2_26\">10.1007/978-3-032-11127-2_26</a>","apa":"Kostitsyna, I., Liedtke, D. J., &#38; Scheideler, C. (2025). Invited Paper: Distributed Rhombus Formation of Sliding Squares. In S. Bonomi, P. S. Mandal, P. Robinson, G. Sharma, &#38; S. Tixeuil (Eds.), <i>Stabilization, Safety, and Security of Distributed Systems</i> (pp. 325–342). Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-11127-2_26\">https://doi.org/10.1007/978-3-032-11127-2_26</a>","short":"I. Kostitsyna, D.J. Liedtke, C. Scheideler, in: S. Bonomi, P.S. Mandal, P. Robinson, G. Sharma, S. Tixeuil (Eds.), Stabilization, Safety, and Security of Distributed Systems, Springer Nature Switzerland, Cham, 2025, pp. 325–342.","bibtex":"@inproceedings{Kostitsyna_Liedtke_Scheideler_2025, place={Cham}, title={Invited Paper: Distributed Rhombus Formation of Sliding Squares}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-11127-2_26\">10.1007/978-3-032-11127-2_26</a>}, booktitle={Stabilization, Safety, and Security of Distributed Systems}, publisher={Springer Nature Switzerland}, author={Kostitsyna, Irina and Liedtke, David Jan and Scheideler, Christian}, editor={Bonomi, Silvia and Mandal, Partha Sarathi and Robinson, Peter and Sharma, Gokarna and Tixeuil, Sebastien}, year={2025}, pages={325–342} }","mla":"Kostitsyna, Irina, et al. “Invited Paper: Distributed Rhombus Formation of Sliding Squares.” <i>Stabilization, Safety, and Security of Distributed Systems</i>, edited by Silvia Bonomi et al., Springer Nature Switzerland, 2025, pp. 325–42, doi:<a href=\"https://doi.org/10.1007/978-3-032-11127-2_26\">10.1007/978-3-032-11127-2_26</a>."},"_id":"62285","department":[{"_id":"79"}],"user_id":"15578","type":"conference","editor":[{"full_name":"Bonomi, Silvia","last_name":"Bonomi","first_name":"Silvia"},{"full_name":"Mandal, Partha Sarathi","last_name":"Mandal","first_name":"Partha Sarathi"},{"last_name":"Robinson","full_name":"Robinson, Peter","first_name":"Peter"},{"first_name":"Gokarna","full_name":"Sharma, Gokarna","last_name":"Sharma"},{"first_name":"Sebastien","full_name":"Tixeuil, Sebastien","last_name":"Tixeuil"}],"status":"public"},{"user_id":"97123","_id":"64201","language":[{"iso":"eng"}],"publication":"Lecture Notes in Computer Science","type":"book_chapter","status":"public","author":[{"first_name":"Ivan","full_name":"DeAndres-Tame, Ivan","last_name":"DeAndres-Tame"},{"last_name":"Faisal","full_name":"Faisal, Muhammad","first_name":"Muhammad"},{"first_name":"Ruben","last_name":"Tolosana","full_name":"Tolosana, Ruben"},{"first_name":"Rouqaiah","last_name":"Al-Refai","full_name":"Al-Refai, Rouqaiah"},{"first_name":"Ruben","last_name":"Vera-Rodriguez","full_name":"Vera-Rodriguez, Ruben"},{"last_name":"Terhörst","id":"97123","full_name":"Terhörst, Philipp","first_name":"Philipp"}],"date_created":"2026-02-18T09:37:47Z","publisher":"Springer Nature Switzerland","date_updated":"2026-02-19T07:51:35Z","doi":"10.1007/978-3-031-87657-8_22","title":"From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing","publication_identifier":{"isbn":["9783031876561","9783031876578"],"issn":["0302-9743","1611-3349"]},"publication_status":"published","citation":{"chicago":"DeAndres-Tame, Ivan, Muhammad Faisal, Ruben Tolosana, Rouqaiah Al-Refai, Ruben Vera-Rodriguez, and Philipp Terhörst. “From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-87657-8_22\">https://doi.org/10.1007/978-3-031-87657-8_22</a>.","ieee":"I. DeAndres-Tame, M. Faisal, R. Tolosana, R. Al-Refai, R. Vera-Rodriguez, and P. Terhörst, “From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","ama":"DeAndres-Tame I, Faisal M, Tolosana R, Al-Refai R, Vera-Rodriguez R, Terhörst P. From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-031-87657-8_22\">10.1007/978-3-031-87657-8_22</a>","short":"I. DeAndres-Tame, M. Faisal, R. Tolosana, R. Al-Refai, R. Vera-Rodriguez, P. Terhörst, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","bibtex":"@inbook{DeAndres-Tame_Faisal_Tolosana_Al-Refai_Vera-Rodriguez_Terhörst_2025, place={Cham}, title={From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-87657-8_22\">10.1007/978-3-031-87657-8_22</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={DeAndres-Tame, Ivan and Faisal, Muhammad and Tolosana, Ruben and Al-Refai, Rouqaiah and Vera-Rodriguez, Ruben and Terhörst, Philipp}, year={2025} }","mla":"DeAndres-Tame, Ivan, et al. “From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-031-87657-8_22\">10.1007/978-3-031-87657-8_22</a>.","apa":"DeAndres-Tame, I., Faisal, M., Tolosana, R., Al-Refai, R., Vera-Rodriguez, R., &#38; Terhörst, P. (2025). From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-87657-8_22\">https://doi.org/10.1007/978-3-031-87657-8_22</a>"},"place":"Cham","year":"2025"},{"publisher":"Springer Nature Switzerland","date_updated":"2026-03-03T06:32:10Z","date_created":"2025-12-09T12:46:17Z","author":[{"first_name":"Augustina C.","full_name":"Amakor, Augustina C.","last_name":"Amakor"},{"first_name":"Manuel B.","last_name":"Berkemeier","full_name":"Berkemeier, Manuel B."},{"orcid":"0009-0009-9767-7168","last_name":"Wohlleben","id":"43991","full_name":"Wohlleben, Meike Claudia","first_name":"Meike Claudia"},{"first_name":"Walter","last_name":"Sextro","id":"21220","full_name":"Sextro, Walter"},{"first_name":"Sebastian","last_name":"Peitz","full_name":"Peitz, Sebastian"}],"title":"Surrogate-Assisted Multi-objective Design of Complex Multibody Systems","doi":"10.1007/978-3-032-04555-3_21","quality_controlled":"1","publication_identifier":{"isbn":["9783032045546","9783032045553"],"issn":["0302-9743","1611-3349"]},"publication_status":"published","place":"Cham","year":"2025","citation":{"chicago":"Amakor, Augustina C., Manuel B. Berkemeier, Meike Claudia Wohlleben, Walter Sextro, and Sebastian Peitz. “Surrogate-Assisted Multi-Objective Design of Complex Multibody Systems.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-04555-3_21\">https://doi.org/10.1007/978-3-032-04555-3_21</a>.","ieee":"A. C. Amakor, M. B. Berkemeier, M. C. Wohlleben, W. Sextro, and S. Peitz, “Surrogate-Assisted Multi-objective Design of Complex Multibody Systems,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","ama":"Amakor AC, Berkemeier MB, Wohlleben MC, Sextro W, Peitz S. Surrogate-Assisted Multi-objective Design of Complex Multibody Systems. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-032-04555-3_21\">10.1007/978-3-032-04555-3_21</a>","mla":"Amakor, Augustina C., et al. “Surrogate-Assisted Multi-Objective Design of Complex Multibody Systems.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-04555-3_21\">10.1007/978-3-032-04555-3_21</a>.","bibtex":"@inbook{Amakor_Berkemeier_Wohlleben_Sextro_Peitz_2025, place={Cham}, title={Surrogate-Assisted Multi-objective Design of Complex Multibody Systems}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-04555-3_21\">10.1007/978-3-032-04555-3_21</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Amakor, Augustina C. and Berkemeier, Manuel B. and Wohlleben, Meike Claudia and Sextro, Walter and Peitz, Sebastian}, year={2025} }","short":"A.C. Amakor, M.B. Berkemeier, M.C. Wohlleben, W. Sextro, S. Peitz, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","apa":"Amakor, A. C., Berkemeier, M. B., Wohlleben, M. C., Sextro, W., &#38; Peitz, S. (2025). Surrogate-Assisted Multi-objective Design of Complex Multibody Systems. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-04555-3_21\">https://doi.org/10.1007/978-3-032-04555-3_21</a>"},"_id":"62988","department":[{"_id":"151"}],"user_id":"43991","language":[{"iso":"eng"}],"publication":"Lecture Notes in Computer Science","type":"book_chapter","status":"public"},{"series_title":"Lecture Notes in Computer Science","user_id":"114410","department":[{"_id":"888"}],"_id":"60497","type":"conference","status":"public","author":[{"first_name":"Bianca","last_name":"Löhnert","full_name":"Löhnert, Bianca"},{"first_name":"Nikolaus","full_name":"Augsten, Nikolaus","last_name":"Augsten"},{"id":"114410","full_name":"Okulmus, Cem","last_name":"Okulmus","orcid":"0000-0002-7742-0439","first_name":"Cem"},{"full_name":"Ortiz, Magdalena","last_name":"Ortiz","first_name":"Magdalena"}],"volume":15718,"date_updated":"2025-07-02T11:55:19Z","oa":"1","main_file_link":[{"url":"https://arxiv.org/abs/2405.18181","open_access":"1"}],"doi":"10.1007/978-3-031-94575-5_19","conference":{"location":"Portorož, Slovenia","end_date":"2025-06-05","start_date":"2025-06-01","name":"22th European Semantic Web Conference (ESWC 2025)"},"publication_status":"published","publication_identifier":{"isbn":["9783031945748","9783031945755"],"issn":["0302-9743","1611-3349"]},"citation":{"chicago":"Löhnert, Bianca, Nikolaus Augsten, Cem Okulmus, and Magdalena Ortiz. “Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite.” In <i>The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}</i>, 15718:342--361. Lecture Notes in Computer Science. Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-94575-5_19\">https://doi.org/10.1007/978-3-031-94575-5_19</a>.","ieee":"B. Löhnert, N. Augsten, C. Okulmus, and M. Ortiz, “Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite,” in <i>The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}</i>, Portorož, Slovenia, 2025, vol. 15718, pp. 342--361, doi: <a href=\"https://doi.org/10.1007/978-3-031-94575-5_19\">10.1007/978-3-031-94575-5_19</a>.","ama":"Löhnert B, Augsten N, Okulmus C, Ortiz M. Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite. In: <i>The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}</i>. Vol 15718. Lecture Notes in Computer Science. Springer Nature Switzerland; 2025:342--361. doi:<a href=\"https://doi.org/10.1007/978-3-031-94575-5_19\">10.1007/978-3-031-94575-5_19</a>","apa":"Löhnert, B., Augsten, N., Okulmus, C., &#38; Ortiz, M. (2025). Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite. <i>The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}</i>, <i>15718</i>, 342--361. <a href=\"https://doi.org/10.1007/978-3-031-94575-5_19\">https://doi.org/10.1007/978-3-031-94575-5_19</a>","short":"B. Löhnert, N. Augsten, C. Okulmus, M. Ortiz, in: The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}, Springer Nature Switzerland, 2025, pp. 342--361.","mla":"Löhnert, Bianca, et al. “Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite.” <i>The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}</i>, vol. 15718, Springer Nature Switzerland, 2025, pp. 342--361, doi:<a href=\"https://doi.org/10.1007/978-3-031-94575-5_19\">10.1007/978-3-031-94575-5_19</a>.","bibtex":"@inproceedings{Löhnert_Augsten_Okulmus_Ortiz_2025, series={Lecture Notes in Computer Science}, title={Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite}, volume={15718}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-94575-5_19\">10.1007/978-3-031-94575-5_19</a>}, booktitle={The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}}, publisher={Springer Nature Switzerland}, author={Löhnert, Bianca and Augsten, Nikolaus and Okulmus, Cem and Ortiz, Magdalena}, year={2025}, pages={342--361}, collection={Lecture Notes in Computer Science} }"},"page":"342--361","intvolume":"     15718","language":[{"iso":"eng"}],"keyword":["Ontology-based Data Access","Property Graphs","Navigational Queries"],"publication":"The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}","abstract":[{"lang":"eng","text":"Despite the advantages that the virtual knowledge graph paradigm has brought to many application domains, state-of-the-art systems still do not support popular graph database management systems like Neo4j. Their query rewriting algorithms focus on languages like conjunctive queries and their unions, which were developed for relational data and are poorly suited for graph data. Moreover, they also limit the expressiveness of the ontology languages that admit rewritings, restricting them to those that enjoy the so-called FO-rewritability property. Rewritings have thus focused on the DL-Lite family of Description Logics. In this paper, we propose a technique for rewriting a family of navigational queries for a suitably tailored fragment of ELHI. Leveraging navigational features in the target query language, we can include some widely-used axiom shapes not supported by DL-Lite. We implemented a proof-of-concept prototype that rewrites into Cypher queries, and tested it on a real-world cognitive neuroscience use case with promising results."}],"date_created":"2025-07-02T11:46:06Z","publisher":"Springer Nature Switzerland","title":"Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite","quality_controlled":"1","year":"2025"},{"title":"A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules","conference":{"end_date":"2025-09-05","location":"Sevilla","name":"23rd International Conference on Business Process Management","start_date":"2025-08-31"},"doi":"10.1007/978-3-032-02867-9_19","date_updated":"2025-08-30T09:50:22Z","publisher":"Springer Nature Switzerland","date_created":"2025-08-30T09:43:49Z","author":[{"first_name":"Sascha Benjamin","last_name":"Kaltenpoth","full_name":"Kaltenpoth, Sascha Benjamin","id":"50640"},{"first_name":"Alexander Marcus","last_name":"Skolik","orcid":"0009-0006-2519-1765","full_name":"Skolik, Alexander Marcus","id":"92908"},{"first_name":"Oliver","id":"72849","full_name":"Müller, Oliver","last_name":"Müller"},{"last_name":"Beverungen","full_name":"Beverungen, Daniel","id":"59677","first_name":"Daniel"}],"year":"2025","place":"Cham","citation":{"bibtex":"@inproceedings{Kaltenpoth_Skolik_Müller_Beverungen_2025, place={Cham}, title={A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-02867-9_19\">10.1007/978-3-032-02867-9_19</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Kaltenpoth, Sascha Benjamin and Skolik, Alexander Marcus and Müller, Oliver and Beverungen, Daniel}, year={2025} }","short":"S.B. Kaltenpoth, A.M. Skolik, O. Müller, D. Beverungen, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","mla":"Kaltenpoth, Sascha Benjamin, et al. “A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-02867-9_19\">10.1007/978-3-032-02867-9_19</a>.","apa":"Kaltenpoth, S. B., Skolik, A. M., Müller, O., &#38; Beverungen, D. (2025). A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules. <i>Lecture Notes in Computer Science</i>. 23rd International Conference on Business Process Management, Sevilla. <a href=\"https://doi.org/10.1007/978-3-032-02867-9_19\">https://doi.org/10.1007/978-3-032-02867-9_19</a>","ama":"Kaltenpoth SB, Skolik AM, Müller O, Beverungen D. A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules. In: <i>Lecture Notes in Computer Science</i>. 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Biega, “Turning to Online Forums for Legal Information: A Case Study of GDPR’s Legitimate Interests,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","bibtex":"@inbook{Kyi_Santos_Ammanaghatta Shivakumar_Roesner_Biega_2025, place={Cham}, title={Turning to Online Forums for Legal Information: A Case Study of GDPR’s Legitimate Interests}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-07574-1_7\">10.1007/978-3-032-07574-1_7</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Kyi, Lin and Santos, Cristiana and Ammanaghatta Shivakumar, Sushil and Roesner, Franziska and Biega, Asia}, year={2025} }","mla":"Kyi, Lin, et al. “Turning to Online Forums for Legal Information: A Case Study of GDPR’s Legitimate Interests.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-07574-1_7\">10.1007/978-3-032-07574-1_7</a>.","short":"L. Kyi, C. Santos, S. Ammanaghatta Shivakumar, F. Roesner, A. Biega, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","apa":"Kyi, L., Santos, C., Ammanaghatta Shivakumar, S., Roesner, F., &#38; Biega, A. (2025). Turning to Online Forums for Legal Information: A Case Study of GDPR’s Legitimate Interests. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-07574-1_7\">https://doi.org/10.1007/978-3-032-07574-1_7</a>"},"year":"2025","place":"Cham","publication_identifier":{"isbn":["9783032075734","9783032075741"],"issn":["0302-9743","1611-3349"]},"publication_status":"published","doi":"10.1007/978-3-032-07574-1_7","title":"Turning to Online Forums for Legal Information: A Case Study of GDPR’s Legitimate Interests","date_created":"2025-11-04T11:12:52Z","author":[{"last_name":"Kyi","full_name":"Kyi, Lin","first_name":"Lin"},{"full_name":"Santos, Cristiana","last_name":"Santos","first_name":"Cristiana"},{"first_name":"Sushil","last_name":"Ammanaghatta Shivakumar","full_name":"Ammanaghatta Shivakumar, Sushil"},{"first_name":"Franziska","last_name":"Roesner","full_name":"Roesner, Franziska"},{"full_name":"Biega, Asia","last_name":"Biega","first_name":"Asia"}],"date_updated":"2025-11-04T12:26:21Z","publisher":"Springer Nature Switzerland"},{"citation":{"ama":"Jafari A, Platzner M. Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">10.1007/978-3-031-87995-1_11</a>","chicago":"Jafari, Atousa, and Marco Platzner. “Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">https://doi.org/10.1007/978-3-031-87995-1_11</a>.","ieee":"A. Jafari and M. Platzner, “Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","apa":"Jafari, A., &#38; Platzner, M. (2025). Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">https://doi.org/10.1007/978-3-031-87995-1_11</a>","bibtex":"@inbook{Jafari_Platzner_2025, place={Cham}, title={Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">10.1007/978-3-031-87995-1_11</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Jafari, Atousa and Platzner, Marco}, year={2025} }","mla":"Jafari, Atousa, and Marco Platzner. “Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">10.1007/978-3-031-87995-1_11</a>.","short":"A. Jafari, M. Platzner, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025."},"place":"Cham","year":"2025","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031879944","9783031879951"]},"publication_status":"published","doi":"10.1007/978-3-031-87995-1_11","title":"Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA","author":[{"last_name":"Jafari","full_name":"Jafari, Atousa","first_name":"Atousa"},{"last_name":"Platzner","full_name":"Platzner, Marco","first_name":"Marco"}],"date_created":"2025-11-14T05:50:14Z","date_updated":"2025-11-14T09:35:23Z","publisher":"Springer Nature Switzerland","status":"public","publication":"Lecture Notes in Computer Science","type":"book_chapter","language":[{"iso":"eng"}],"user_id":"99966","_id":"62186"},{"date_created":"2025-11-28T14:09:17Z","publisher":"Springer Nature Switzerland","title":"Tree-Based OWL Class Expression Learner over Large Graphs","year":"2025","language":[{"iso":"eng"}],"keyword":["Decision Tree","OWL Class Expression Learning","Description Logic","Knowledge Graph","Large Language Model","Verbalizer"],"publication":"Lecture Notes in Computer Science","abstract":[{"lang":"eng","text":"Learning  continuous  vector  representations  for  knowledge graphs has signiﬁcantly improved state-of-the-art performances in many challenging tasks. Yet, deep-learning-based models are only post-hoc and locally explainable. In contrast, learning Web Ontology Language (OWL) class  expressions  in  Description  Logics  (DLs)  is  ante-hoc  and  globally explainable. However, state-of-the-art learners have two well-known lim-itations:  scaling  to  large  knowledge  graphs  and  handling  missing  infor-mation.  Here,  we  present  a  decision-tree-based  learner  (tDL)  to  learn Web  Ontology  Languages  (OWLs)  class  expressions  over  large  knowl-edge graphs, while imputing missing triples. Given positive and negative example individuals, tDL  ﬁrstly constructs unique OWL expressions in .SHOIN from  concise  bounded  descriptions  of  individuals.  Each  OWL class expression is used as a feature in a binary classiﬁcation problem to represent input individuals. Thereafter, tDL  ﬁts a CART decision tree to learn Boolean decision rules distinguishing positive examples from nega-tive examples. A ﬁnal OWL expression in.SHOIN is built by traversing the  built  CART  decision  tree  from  the  root  node  to  leaf  nodes  for  each positive example. By this, tDL  can learn OWL class expressions without exploration, i.e., the number of queries to a knowledge graph is bounded by the number of input individuals. Our empirical results show that tDL outperforms  the  current state-of-the-art  models  across datasets. Impor-tantly, our experiments over a large knowledge graph (DBpedia with 1.1 billion triples) show that tDL  can eﬀectively learn accurate OWL class expressions,  while  the  state-of-the-art  models  fail  to  return  any  results. Finally,  expressions  learned  by  tDL  can  be  seamlessly  translated  into natural language explanations using a pre-trained large language model and a DL verbalizer."}],"author":[{"first_name":"Caglar","full_name":"Demir, Caglar","last_name":"Demir"},{"full_name":"Yekini, Moshood","last_name":"Yekini","first_name":"Moshood"},{"full_name":"Röder, Michael","last_name":"Röder","first_name":"Michael"},{"last_name":"Mahmood","full_name":"Mahmood, Yasir","first_name":"Yasir"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille"}],"date_updated":"2025-11-28T14:57:39Z","conference":{"location":"Porto, Portugal","end_date":"2025-09-19","start_date":"2025-09-15","name":"European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD"},"doi":"10.1007/978-3-032-06066-2_29","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783032060655","9783032060662"]},"publication_status":"published","citation":{"apa":"Demir, C., Yekini, M., Röder, M., Mahmood, Y., &#38; Ngonga Ngomo, A.-C. (2025). Tree-Based OWL Class Expression Learner over Large Graphs. In <i>Lecture Notes in Computer Science</i>. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD, Porto, Portugal. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">https://doi.org/10.1007/978-3-032-06066-2_29</a>","mla":"Demir, Caglar, et al. “Tree-Based OWL Class Expression Learner over Large Graphs.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>.","bibtex":"@inbook{Demir_Yekini_Röder_Mahmood_Ngonga Ngomo_2025, place={Cham}, title={Tree-Based OWL Class Expression Learner over Large Graphs}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Demir, Caglar and Yekini, Moshood and Röder, Michael and Mahmood, Yasir and Ngonga Ngomo, Axel-Cyrille}, year={2025} }","short":"C. Demir, M. Yekini, M. Röder, Y. Mahmood, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","ieee":"C. Demir, M. Yekini, M. Röder, Y. Mahmood, and A.-C. Ngonga Ngomo, “Tree-Based OWL Class Expression Learner over Large Graphs,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","chicago":"Demir, Caglar, Moshood Yekini, Michael Röder, Yasir Mahmood, and Axel-Cyrille Ngonga Ngomo. “Tree-Based OWL Class Expression Learner over Large Graphs.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">https://doi.org/10.1007/978-3-032-06066-2_29</a>.","ama":"Demir C, Yekini M, Röder M, Mahmood Y, Ngonga Ngomo A-C. Tree-Based OWL Class Expression Learner over Large Graphs. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>"},"place":"Cham","department":[{"_id":"34"},{"_id":"574"}],"user_id":"114533","_id":"62701","project":[{"_id":"285","name":"SAIL - Nachhaltiger Lebenszyklus von intelligenten soziotechnischen Systemen"}],"type":"book_chapter","status":"public"},{"language":[{"iso":"eng"}],"_id":"63507","department":[{"_id":"574"},{"_id":"923"}],"user_id":"67199","status":"public","publication":"Lecture Notes in Computer Science","type":"book_chapter","title":"Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings","doi":"10.1007/978-3-031-94575-5_4","publisher":"Springer Nature Switzerland","date_updated":"2026-01-06T09:55:26Z","author":[{"last_name":"Pandit","full_name":"Pandit, Gaurav","first_name":"Gaurav"},{"first_name":"Michael","orcid":"https://orcid.org/0000-0002-8609-8277","last_name":"Röder","full_name":"Röder, Michael","id":"67199"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"}],"date_created":"2026-01-06T09:53:58Z","place":"Cham","year":"2025","citation":{"ama":"Pandit G, Röder M, Ngonga Ngomo A-C. Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-031-94575-5_4\">10.1007/978-3-031-94575-5_4</a>","ieee":"G. Pandit, M. Röder, and A.-C. Ngonga Ngomo, “Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","chicago":"Pandit, Gaurav, Michael Röder, and Axel-Cyrille Ngonga Ngomo. “Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-94575-5_4\">https://doi.org/10.1007/978-3-031-94575-5_4</a>.","apa":"Pandit, G., Röder, M., &#38; Ngonga Ngomo, A.-C. (2025). Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-94575-5_4\">https://doi.org/10.1007/978-3-031-94575-5_4</a>","bibtex":"@inbook{Pandit_Röder_Ngonga Ngomo_2025, place={Cham}, title={Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-94575-5_4\">10.1007/978-3-031-94575-5_4</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Pandit, Gaurav and Röder, Michael and Ngonga Ngomo, Axel-Cyrille}, year={2025} }","short":"G. Pandit, M. Röder, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","mla":"Pandit, Gaurav, et al. “Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-031-94575-5_4\">10.1007/978-3-031-94575-5_4</a>."},"publication_identifier":{"isbn":["9783031945748","9783031945755"],"issn":["0302-9743","1611-3349"]},"publication_status":"published"},{"year":"2025","place":"Cham","citation":{"chicago":"Demir, Caglar, Moshood Olawale Yekini, Michael Röder, Yasir Mahmood, and Axel-Cyrille Ngonga Ngomo. “Tree-Based OWL Class Expression Learner over Large Graphs.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">https://doi.org/10.1007/978-3-032-06066-2_29</a>.","ieee":"C. Demir, M. O. Yekini, M. Röder, Y. Mahmood, and A.-C. Ngonga Ngomo, “Tree-Based OWL Class Expression Learner over Large Graphs,” presented at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Porto, 2025, doi: <a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>.","ama":"Demir C, Yekini MO, Röder M, Mahmood Y, Ngonga Ngomo A-C. Tree-Based OWL Class Expression Learner over Large Graphs. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>","apa":"Demir, C., Yekini, M. O., Röder, M., Mahmood, Y., &#38; Ngonga Ngomo, A.-C. (2025). Tree-Based OWL Class Expression Learner over Large Graphs. <i>Lecture Notes in Computer Science</i>. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Porto. <a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">https://doi.org/10.1007/978-3-032-06066-2_29</a>","mla":"Demir, Caglar, et al. “Tree-Based OWL Class Expression Learner over Large Graphs.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>.","short":"C. Demir, M.O. Yekini, M. Röder, Y. Mahmood, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","bibtex":"@inproceedings{Demir_Yekini_Röder_Mahmood_Ngonga Ngomo_2025, place={Cham}, title={Tree-Based OWL Class Expression Learner over Large Graphs}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Demir, Caglar and Yekini, Moshood Olawale and Röder, Michael and Mahmood, Yasir and Ngonga Ngomo, Axel-Cyrille}, year={2025} }"},"publication_identifier":{"isbn":["9783032060655","9783032060662"],"issn":["0302-9743","1611-3349"]},"publication_status":"published","title":"Tree-Based OWL Class Expression Learner over Large Graphs","conference":{"start_date":"2025-09-15","name":"European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases","location":"Porto","end_date":"2025-09-19"},"doi":"10.1007/978-3-032-06066-2_29","date_updated":"2026-01-12T17:17:07Z","publisher":"Springer Nature Switzerland","date_created":"2026-01-12T17:13:22Z","author":[{"last_name":"Demir","id":"43817","full_name":"Demir, Caglar","first_name":"Caglar"},{"first_name":"Moshood Olawale","last_name":"Yekini","id":"114533","full_name":"Yekini, Moshood Olawale"},{"id":"67199","full_name":"Röder, Michael","orcid":"https://orcid.org/0000-0002-8609-8277","last_name":"Röder","first_name":"Michael"},{"first_name":"Yasir","full_name":"Mahmood, Yasir","id":"99353","last_name":"Mahmood"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille"}],"status":"public","publication":"Lecture Notes in Computer Science","type":"conference","language":[{"iso":"eng"}],"_id":"63572","department":[{"_id":"574"},{"_id":"923"}],"user_id":"67199"},{"publication_status":"published","publication_identifier":{"isbn":["9783031945748","9783031945755"],"issn":["0302-9743","1611-3349"]},"citation":{"apa":"Kapoor, S., Sharma, A., Röder, M., Demir, C., &#38; Ngonga Ngomo, A.-C. (2025). Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks. <i>Lecture Notes in Computer Science</i>. <a href=\"https://doi.org/10.1007/978-3-031-94575-5_15\">https://doi.org/10.1007/978-3-031-94575-5_15</a>","mla":"Kapoor, Sourabh, et al. “Robustness Evaluation of Knowledge Graph Embedding Models Under Non-Targeted Attacks.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-031-94575-5_15\">10.1007/978-3-031-94575-5_15</a>.","bibtex":"@inproceedings{Kapoor_Sharma_Röder_Demir_Ngonga Ngomo_2025, place={Cham}, title={Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-94575-5_15\">10.1007/978-3-031-94575-5_15</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Kapoor, Sourabh and Sharma, Arnab and Röder, Michael and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2025} }","short":"S. Kapoor, A. Sharma, M. Röder, C. Demir, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","ama":"Kapoor S, Sharma A, Röder M, Demir C, Ngonga Ngomo A-C. Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-031-94575-5_15\">10.1007/978-3-031-94575-5_15</a>","chicago":"Kapoor, Sourabh, Arnab Sharma, Michael Röder, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Robustness Evaluation of Knowledge Graph Embedding Models Under Non-Targeted Attacks.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-94575-5_15\">https://doi.org/10.1007/978-3-031-94575-5_15</a>.","ieee":"S. Kapoor, A. Sharma, M. Röder, C. Demir, and A.-C. Ngonga Ngomo, “Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks,” 2025, doi: <a href=\"https://doi.org/10.1007/978-3-031-94575-5_15\">10.1007/978-3-031-94575-5_15</a>."},"place":"Cham","year":"2025","date_created":"2026-01-12T17:24:11Z","author":[{"full_name":"Kapoor, Sourabh","last_name":"Kapoor","first_name":"Sourabh"},{"full_name":"Sharma, Arnab","id":"67200","last_name":"Sharma","first_name":"Arnab"},{"first_name":"Michael","last_name":"Röder","orcid":"https://orcid.org/0000-0002-8609-8277","id":"67199","full_name":"Röder, Michael"},{"full_name":"Demir, Caglar","id":"43817","last_name":"Demir","first_name":"Caglar"},{"first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","last_name":"Ngonga Ngomo"}],"date_updated":"2026-01-12T17:24:49Z","publisher":"Springer Nature Switzerland","doi":"10.1007/978-3-031-94575-5_15","title":"Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks","type":"conference","publication":"Lecture Notes in Computer Science","status":"public","user_id":"67199","department":[{"_id":"574"},{"_id":"923"}],"_id":"63575","language":[{"iso":"eng"}]},{"status":"public","type":"conference","publication":"Lecture Notes in Computer Science","language":[{"iso":"eng"}],"_id":"63573","user_id":"67199","department":[{"_id":"574"},{"_id":"923"}],"year":"2025","place":"Cham","citation":{"apa":"Memariani, A., Röder, M., Sharma, A., Demir, C., &#38; Ngonga Ngomo, A.-C. (2025). Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help? <i>Lecture Notes in Computer Science</i>. <a href=\"https://doi.org/10.1007/978-3-032-09527-5_6\">https://doi.org/10.1007/978-3-032-09527-5_6</a>","short":"A. Memariani, M. Röder, A. Sharma, C. Demir, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","bibtex":"@inproceedings{Memariani_Röder_Sharma_Demir_Ngonga Ngomo_2025, place={Cham}, title={Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-09527-5_6\">10.1007/978-3-032-09527-5_6</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Memariani, Adel and Röder, Michael and Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2025} }","mla":"Memariani, Adel, et al. “Link Prediction Under Non-Targeted Attacks: Do Soft Labels Always Help?” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-09527-5_6\">10.1007/978-3-032-09527-5_6</a>.","ieee":"A. Memariani, M. Röder, A. Sharma, C. Demir, and A.-C. Ngonga Ngomo, “Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?,” 2025, doi: <a href=\"https://doi.org/10.1007/978-3-032-09527-5_6\">10.1007/978-3-032-09527-5_6</a>.","chicago":"Memariani, Adel, Michael Röder, Arnab Sharma, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Link Prediction Under Non-Targeted Attacks: Do Soft Labels Always Help?” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-09527-5_6\">https://doi.org/10.1007/978-3-032-09527-5_6</a>.","ama":"Memariani A, Röder M, Sharma A, Demir C, Ngonga Ngomo A-C. Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help? In: <i>Lecture Notes in Computer Science</i>. 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