[{"status":"public","publication":"Lecture Notes in Computer Science","type":"book_chapter","language":[{"iso":"eng"}],"department":[{"_id":"153"},{"_id":"241"}],"user_id":"82875","_id":"61765","citation":{"apa":"Mazur, A., Peters, H., Artelt, A., Koller, L., Hartmann, C., Trächtler, A., &#38; Hammer, B. (2025). Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-04555-3_16\">https://doi.org/10.1007/978-3-032-04555-3_16</a>","short":"A. Mazur, H. Peters, A. Artelt, L. Koller, C. Hartmann, A. Trächtler, B. Hammer, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","bibtex":"@inbook{Mazur_Peters_Artelt_Koller_Hartmann_Trächtler_Hammer_2025, place={Cham}, title={Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-04555-3_16\">10.1007/978-3-032-04555-3_16</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Mazur, Andreas and Peters, Henning and Artelt, André and Koller, Lukas and Hartmann, Christoph and Trächtler, Ansgar and Hammer, Barbara}, year={2025} }","mla":"Mazur, Andreas, et al. “Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-04555-3_16\">10.1007/978-3-032-04555-3_16</a>.","ama":"Mazur A, Peters H, Artelt A, et al. Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals. 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_16\">10.1007/978-3-032-04555-3_16</a>","ieee":"A. Mazur <i>et al.</i>, “Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","chicago":"Mazur, Andreas, Henning Peters, André Artelt, Lukas Koller, Christoph Hartmann, Ansgar Trächtler, and Barbara Hammer. “Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals.” 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_16\">https://doi.org/10.1007/978-3-032-04555-3_16</a>."},"place":"Cham","year":"2025","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783032045546","9783032045553"]},"publication_status":"published","doi":"10.1007/978-3-032-04555-3_16","main_file_link":[{"url":"https://doi.org/10.1007/978-3-032-04555-3_16","open_access":"1"}],"title":"Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals","author":[{"first_name":"Andreas","last_name":"Mazur","full_name":"Mazur, Andreas"},{"full_name":"Peters, Henning","last_name":"Peters","first_name":"Henning"},{"first_name":"André","last_name":"Artelt","full_name":"Artelt, André"},{"full_name":"Koller, Lukas","last_name":"Koller","first_name":"Lukas"},{"full_name":"Hartmann, Christoph","last_name":"Hartmann","first_name":"Christoph"},{"last_name":"Trächtler","full_name":"Trächtler, Ansgar","id":"552","first_name":"Ansgar"},{"full_name":"Hammer, Barbara","last_name":"Hammer","first_name":"Barbara"}],"date_created":"2025-10-08T16:12:14Z","publisher":"Springer Nature Switzerland","date_updated":"2025-10-30T12:49:25Z","oa":"1"},{"publisher":"Springer Nature Switzerland","date_updated":"2025-11-04T12:26:21Z","date_created":"2025-11-04T11:12:52Z","author":[{"first_name":"Lin","last_name":"Kyi","full_name":"Kyi, Lin"},{"first_name":"Cristiana","last_name":"Santos","full_name":"Santos, Cristiana"},{"first_name":"Sushil","last_name":"Ammanaghatta Shivakumar","full_name":"Ammanaghatta Shivakumar, Sushil"},{"last_name":"Roesner","full_name":"Roesner, Franziska","first_name":"Franziska"},{"full_name":"Biega, Asia","last_name":"Biega","first_name":"Asia"}],"title":"Turning to Online Forums for Legal Information: A Case Study of GDPR’s Legitimate Interests","doi":"10.1007/978-3-032-07574-1_7","publication_status":"published","publication_identifier":{"isbn":["9783032075734","9783032075741"],"issn":["0302-9743","1611-3349"]},"place":"Cham","year":"2025","citation":{"ama":"Kyi L, Santos C, Ammanaghatta Shivakumar S, Roesner F, Biega A. 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; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-032-07574-1_7\">10.1007/978-3-032-07574-1_7</a>","chicago":"Kyi, Lin, Cristiana Santos, Sushil Ammanaghatta Shivakumar, Franziska Roesner, and Asia 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. <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>.","ieee":"L. Kyi, C. Santos, S. Ammanaghatta Shivakumar, F. Roesner, and A. 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.","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>","short":"L. Kyi, C. Santos, S. Ammanaghatta Shivakumar, F. Roesner, A. Biega, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 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>."},"_id":"62069","user_id":"124732","language":[{"iso":"eng"}],"extern":"1","type":"book_chapter","publication":"Lecture Notes in Computer Science","status":"public"},{"language":[{"iso":"eng"}],"user_id":"99966","_id":"62186","status":"public","type":"book_chapter","publication":"Lecture Notes in Computer Science","doi":"10.1007/978-3-031-87995-1_11","title":"Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA","author":[{"full_name":"Jafari, Atousa","last_name":"Jafari","first_name":"Atousa"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"}],"date_created":"2025-11-14T05:50:14Z","publisher":"Springer Nature Switzerland","date_updated":"2025-11-14T09:35:23Z","citation":{"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.","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>","short":"A. Jafari, M. Platzner, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 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>.","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} }","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>"},"place":"Cham","year":"2025","publication_status":"published","publication_identifier":{"isbn":["9783031879944","9783031879951"],"issn":["0302-9743","1611-3349"]}},{"department":[{"_id":"34"},{"_id":"574"}],"user_id":"114533","_id":"62701","project":[{"name":"SAIL - Nachhaltiger Lebenszyklus von intelligenten soziotechnischen Systemen","_id":"285"}],"status":"public","type":"book_chapter","doi":"10.1007/978-3-032-06066-2_29","conference":{"start_date":"2025-09-15","name":"European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD","location":"Porto, Portugal","end_date":"2025-09-19"},"author":[{"first_name":"Caglar","full_name":"Demir, Caglar","last_name":"Demir"},{"first_name":"Moshood","full_name":"Yekini, Moshood","last_name":"Yekini"},{"last_name":"Röder","full_name":"Röder, Michael","first_name":"Michael"},{"full_name":"Mahmood, Yasir","last_name":"Mahmood","first_name":"Yasir"},{"last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","first_name":"Axel-Cyrille"}],"date_updated":"2025-11-28T14:57:39Z","citation":{"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>.","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.","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>","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} }","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. Yekini, M. Röder, Y. Mahmood, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","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>"},"place":"Cham","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783032060655","9783032060662"]},"publication_status":"published","language":[{"iso":"eng"}],"keyword":["Decision Tree","OWL Class Expression Learning","Description Logic","Knowledge Graph","Large Language Model","Verbalizer"],"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."}],"publication":"Lecture Notes in Computer Science","title":"Tree-Based OWL Class Expression Learner over Large Graphs","date_created":"2025-11-28T14:09:17Z","publisher":"Springer Nature Switzerland","year":"2025"},{"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","date_updated":"2026-01-06T09:55:26Z","publisher":"Springer Nature Switzerland","author":[{"full_name":"Pandit, Gaurav","last_name":"Pandit","first_name":"Gaurav"},{"orcid":"https://orcid.org/0000-0002-8609-8277","last_name":"Röder","id":"67199","full_name":"Röder, Michael","first_name":"Michael"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716"}],"date_created":"2026-01-06T09:53:58Z","place":"Cham","year":"2025","citation":{"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>.","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>","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>","short":"G. Pandit, M. Röder, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","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} }","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"},{"date_created":"2026-01-12T17:13:22Z","author":[{"first_name":"Caglar","id":"43817","full_name":"Demir, Caglar","last_name":"Demir"},{"first_name":"Moshood Olawale","last_name":"Yekini","id":"114533","full_name":"Yekini, Moshood Olawale"},{"first_name":"Michael","id":"67199","full_name":"Röder, Michael","orcid":"https://orcid.org/0000-0002-8609-8277","last_name":"Röder"},{"last_name":"Mahmood","full_name":"Mahmood, Yasir","id":"99353","first_name":"Yasir"},{"last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","first_name":"Axel-Cyrille"}],"date_updated":"2026-01-12T17:17:07Z","publisher":"Springer Nature Switzerland","conference":{"location":"Porto","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"},"doi":"10.1007/978-3-032-06066-2_29","title":"Tree-Based OWL Class Expression Learner over Large Graphs","publication_identifier":{"isbn":["9783032060655","9783032060662"],"issn":["0302-9743","1611-3349"]},"publication_status":"published","citation":{"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>","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>.","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} }","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>. 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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>.","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>. 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L., Rook, J., &#38; Trautmann, H. (2024). On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems. In <i>Applications of Evolutionary Computation</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-56852-7_20\">https://doi.org/10.1007/978-3-031-56852-7_20</a>","mla":"Preuß, Oliver Ludger, et al. “On the Potential of Multi-Objective Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimisation Problems.” <i>Applications of Evolutionary Computation</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-56852-7_20\">10.1007/978-3-031-56852-7_20</a>.","bibtex":"@inbook{Preuß_Rook_Trautmann_2024, place={Cham}, title={On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-56852-7_20\">10.1007/978-3-031-56852-7_20</a>}, booktitle={Applications of Evolutionary Computation}, publisher={Springer Nature Switzerland}, author={Preuß, Oliver Ludger and Rook, Jeroen and Trautmann, Heike}, year={2024} }","short":"O.L. Preuß, J. Rook, H. Trautmann, in: Applications of Evolutionary Computation, Springer Nature Switzerland, Cham, 2024.","ama":"Preuß OL, Rook J, Trautmann H. On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems. In: <i>Applications of Evolutionary Computation</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-56852-7_20\">10.1007/978-3-031-56852-7_20</a>","chicago":"Preuß, Oliver Ludger, Jeroen Rook, and Heike Trautmann. “On the Potential of Multi-Objective Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimisation Problems.” In <i>Applications of Evolutionary Computation</i>. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-56852-7_20\">https://doi.org/10.1007/978-3-031-56852-7_20</a>.","ieee":"O. L. Preuß, J. Rook, and H. Trautmann, “On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems,” in <i>Applications of Evolutionary Computation</i>, Cham: Springer Nature Switzerland, 2024."},"publication_status":"published","publication_identifier":{"isbn":["9783031568510","9783031568527"],"issn":["0302-9743","1611-3349"]},"title":"On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems","doi":"10.1007/978-3-031-56852-7_20","publisher":"Springer Nature Switzerland","date_updated":"2024-06-10T11:55:38Z","date_created":"2024-03-25T08:22:57Z","author":[{"id":"102978","full_name":"Preuß, Oliver Ludger","orcid":"0009-0008-9308-2418","last_name":"Preuß","first_name":"Oliver Ludger"},{"first_name":"Jeroen","last_name":"Rook","full_name":"Rook, Jeroen"},{"last_name":"Trautmann","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike","id":"100740","first_name":"Heike"}],"status":"public","type":"book_chapter","publication":"Applications of Evolutionary Computation","language":[{"iso":"eng"}],"_id":"52759","user_id":"15504","department":[{"_id":"819"}]},{"status":"public","abstract":[{"text":"Motivated by the prospect of nano-robots that assist human physiological functions at the nanoscale, we investigate the coating problem in the three-dimensional model for hybrid programmable matter. In this model, a single agent with strictly limited viewing range and the computational capability of a deterministic finite automaton can act on passive tiles by picking up a tile, moving, and placing it at some spot. The goal of the coating problem is to fill each node of some surface graph of size n with a tile. We first solve the problem on a restricted class of graphs with a single tile type, and then use constantly many tile types to encode this graph in certain surface graphs capturing the surface of 3D objects. Our algorithm requires O(n^2) steps, which is worst-case optimal compared to an agent with global knowledge and no memory restrictions.","lang":"eng"}],"editor":[{"first_name":"Yuval","full_name":"Emek, Yuval","last_name":"Emek"}],"publication":"Structural Information and Communication Complexity","type":"book_chapter","language":[{"iso":"eng"}],"keyword":["Programmable Matter","Coating","Finite Automaton","3D"],"department":[{"_id":"79"}],"user_id":"55557","_id":"54802","citation":{"chicago":"Kostitsyna, Irina, David Jan Liedtke, and Christian Scheideler. “Universal Coating by 3D Hybrid Programmable Matter.” In <i>Structural Information and Communication Complexity</i>, edited by Yuval Emek. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-60603-8_21\">https://doi.org/10.1007/978-3-031-60603-8_21</a>.","ieee":"I. Kostitsyna, D. J. Liedtke, and C. Scheideler, “Universal Coating by 3D Hybrid Programmable Matter,” in <i>Structural Information and Communication Complexity</i>, Y. Emek, Ed. Cham: Springer Nature Switzerland, 2024.","ama":"Kostitsyna I, Liedtke DJ, Scheideler C. Universal Coating by 3D Hybrid Programmable Matter. In: Emek Y, ed. <i>Structural Information and Communication Complexity</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-60603-8_21\">10.1007/978-3-031-60603-8_21</a>","apa":"Kostitsyna, I., Liedtke, D. J., &#38; Scheideler, C. (2024). Universal Coating by 3D Hybrid Programmable Matter. In Y. Emek (Ed.), <i>Structural Information and Communication Complexity</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-60603-8_21\">https://doi.org/10.1007/978-3-031-60603-8_21</a>","bibtex":"@inbook{Kostitsyna_Liedtke_Scheideler_2024, place={Cham}, title={Universal Coating by 3D Hybrid Programmable Matter}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-60603-8_21\">10.1007/978-3-031-60603-8_21</a>}, booktitle={Structural Information and Communication Complexity}, publisher={Springer Nature Switzerland}, author={Kostitsyna, Irina and Liedtke, David Jan and Scheideler, Christian}, editor={Emek, Yuval}, year={2024} }","short":"I. Kostitsyna, D.J. Liedtke, C. Scheideler, in: Y. Emek (Ed.), Structural Information and Communication Complexity, Springer Nature Switzerland, Cham, 2024.","mla":"Kostitsyna, Irina, et al. “Universal Coating by 3D Hybrid Programmable Matter.” <i>Structural Information and Communication Complexity</i>, edited by Yuval Emek, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-60603-8_21\">10.1007/978-3-031-60603-8_21</a>."},"year":"2024","place":"Cham","publication_identifier":{"isbn":["9783031606021","9783031606038"],"issn":["0302-9743","1611-3349"]},"publication_status":"published","doi":"10.1007/978-3-031-60603-8_21","title":"Universal Coating by 3D Hybrid Programmable Matter","date_created":"2024-06-18T07:36:04Z","author":[{"first_name":"Irina","last_name":"Kostitsyna","full_name":"Kostitsyna, Irina"},{"last_name":"Liedtke","id":"55557","full_name":"Liedtke, David Jan","first_name":"David Jan"},{"id":"20792","full_name":"Scheideler, Christian","last_name":"Scheideler","first_name":"Christian"}],"date_updated":"2024-07-18T09:32:58Z","publisher":"Springer Nature Switzerland"},{"author":[{"first_name":"Maximilian Manfred","full_name":"Radoy, Maximilian Manfred","id":"68826","orcid":"0009-0005-3059-6823","last_name":"Radoy"},{"first_name":"Sven Niclas","full_name":"Hebrok, Sven Niclas","id":"55616","last_name":"Hebrok","orcid":"0009-0006-1172-1665"},{"first_name":"Juraj","full_name":"Somorovsky, Juraj","id":"83504","last_name":"Somorovsky","orcid":"0000-0002-3593-7720"}],"date_created":"2024-09-06T07:06:14Z","date_updated":"2024-10-07T13:38:28Z","publisher":"Springer Nature Switzerland","doi":"10.1007/978-3-031-70896-1_16","title":"In Search of Partitioning Oracle Attacks Against TLS Session Tickets","publication_status":"published","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031708954","9783031708961"]},"citation":{"ama":"Radoy MM, Hebrok SN, Somorovsky J. In Search of Partitioning Oracle Attacks Against TLS Session Tickets. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-70896-1_16\">10.1007/978-3-031-70896-1_16</a>","chicago":"Radoy, Maximilian Manfred, Sven Niclas Hebrok, and Juraj Somorovsky. “In Search of Partitioning Oracle Attacks Against TLS Session Tickets.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-70896-1_16\">https://doi.org/10.1007/978-3-031-70896-1_16</a>.","ieee":"M. M. Radoy, S. N. Hebrok, and J. Somorovsky, “In Search of Partitioning Oracle Attacks Against TLS Session Tickets,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2024.","bibtex":"@inbook{Radoy_Hebrok_Somorovsky_2024, place={Cham}, title={In Search of Partitioning Oracle Attacks Against TLS Session Tickets}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-70896-1_16\">10.1007/978-3-031-70896-1_16</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Radoy, Maximilian Manfred and Hebrok, Sven Niclas and Somorovsky, Juraj}, year={2024} }","mla":"Radoy, Maximilian Manfred, et al. “In Search of Partitioning Oracle Attacks Against TLS Session Tickets.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-70896-1_16\">10.1007/978-3-031-70896-1_16</a>.","short":"M.M. Radoy, S.N. Hebrok, J. Somorovsky, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.","apa":"Radoy, M. M., Hebrok, S. N., &#38; Somorovsky, J. (2024). In Search of Partitioning Oracle Attacks Against TLS Session Tickets. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-70896-1_16\">https://doi.org/10.1007/978-3-031-70896-1_16</a>"},"place":"Cham","year":"2024","user_id":"68826","department":[{"_id":"632"}],"_id":"56079","language":[{"iso":"eng"}],"type":"book_chapter","publication":"Lecture Notes in Computer Science","status":"public"},{"title":"Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL","doi":"10.1007/978-3-031-69766-1_9","main_file_link":[{"open_access":"1"}],"oa":"1","date_updated":"2024-10-14T07:55:50Z","publisher":"Springer Nature Switzerland","date_created":"2024-10-14T07:51:51Z","author":[{"first_name":"Marius","last_name":"Meyer","full_name":"Meyer, Marius"},{"first_name":"Tobias","last_name":"Kenter","full_name":"Kenter, Tobias"},{"first_name":"Lucian","last_name":"Petrica","full_name":"Petrica, Lucian"},{"last_name":"O’Brien","full_name":"O’Brien, Kenneth","first_name":"Kenneth"},{"first_name":"Michaela","last_name":"Blott","full_name":"Blott, Michaela"},{"first_name":"Christian","last_name":"Plessl","full_name":"Plessl, Christian"}],"place":"Cham","year":"2024","citation":{"apa":"Meyer, M., Kenter, T., Petrica, L., O’Brien, K., Blott, M., &#38; Plessl, C. (2024). Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-69766-1_9\">https://doi.org/10.1007/978-3-031-69766-1_9</a>","mla":"Meyer, Marius, et al. “Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-69766-1_9\">10.1007/978-3-031-69766-1_9</a>.","bibtex":"@inbook{Meyer_Kenter_Petrica_O’Brien_Blott_Plessl_2024, place={Cham}, title={Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-69766-1_9\">10.1007/978-3-031-69766-1_9</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Meyer, Marius and Kenter, Tobias and Petrica, Lucian and O’Brien, Kenneth and Blott, Michaela and Plessl, Christian}, year={2024} }","short":"M. Meyer, T. Kenter, L. Petrica, K. O’Brien, M. Blott, C. Plessl, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.","chicago":"Meyer, Marius, Tobias Kenter, Lucian Petrica, Kenneth O’Brien, Michaela Blott, and Christian Plessl. “Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-69766-1_9\">https://doi.org/10.1007/978-3-031-69766-1_9</a>.","ieee":"M. Meyer, T. Kenter, L. Petrica, K. O’Brien, M. Blott, and C. Plessl, “Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2024.","ama":"Meyer M, Kenter T, Petrica L, O’Brien K, Blott M, Plessl C. Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-69766-1_9\">10.1007/978-3-031-69766-1_9</a>"},"quality_controlled":"1","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031697654","9783031697661"]},"publication_status":"published","language":[{"iso":"eng"}],"_id":"56606","department":[{"_id":"27"},{"_id":"518"}],"user_id":"3145","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>Most FPGA boards in the HPC domain are well-suited for parallel scaling because of the direct integration of versatile and high-throughput network ports. However, the utilization of their network capabilities is often challenging and error-prone because the whole network stack and communication patterns have to be implemented and managed on the FPGAs. Also, this approach conceptually involves a trade-off between the performance potential of improved communication and the impact of resource consumption for communication infrastructure, since the utilized resources on the FPGAs could otherwise be used for computations. In this work, we investigate this trade-off, firstly, by using synthetic benchmarks to evaluate the different configuration options of the communication framework ACCL and their impact on communication latency and throughput. Finally, we use our findings to implement a shallow water simulation whose scalability heavily depends on low-latency communication. With a suitable configuration of ACCL, good scaling behavior can be shown to all 48 FPGAs installed in the system. Overall, the results show that the availability of inter-FPGA communication frameworks as well as the configurability of framework and network stack are crucial to achieve the best application performance with low latency communication.</jats:p>","lang":"eng"}],"status":"public","publication":"Lecture Notes in Computer Science","type":"book_chapter"},{"date_created":"2024-10-10T14:29:08Z","author":[{"last_name":"Gusmita","full_name":"Gusmita, Ria Hari","id":"71039","first_name":"Ria Hari"},{"full_name":"Abshar, Muhammad Faruq Amiral","last_name":"Abshar","first_name":"Muhammad Faruq Amiral"},{"last_name":"Moussallem","id":"71635","full_name":"Moussallem, Diego","first_name":"Diego"},{"first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","last_name":"Ngonga Ngomo"}],"publisher":"Springer Nature Switzerland","date_updated":"2024-10-14T19:22:16Z","doi":"10.1007/978-3-031-70239-6_34","conference":{"name":"The 29th Annual International Conference on Natural Language & Information Systems (NLDB 2024)","start_date":"2024-06-25","end_date":"2024-06-27","location":"Turin, Italy"},"title":"IndEL: Indonesian Entity Linking Benchmark Dataset for General and Specific Domains","related_material":{"link":[{"relation":"confirmation","url":"https://link.springer.com/chapter/10.1007/978-3-031-70239-6_34"}]},"publication_status":"published","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031702389","9783031702396"]},"citation":{"chicago":"Gusmita, Ria Hari, Muhammad Faruq Amiral Abshar, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo. “IndEL: Indonesian Entity Linking Benchmark Dataset for General and Specific Domains.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-70239-6_34\">https://doi.org/10.1007/978-3-031-70239-6_34</a>.","ieee":"R. H. Gusmita, M. F. A. Abshar, D. Moussallem, and A.-C. Ngonga Ngomo, “IndEL: Indonesian Entity Linking Benchmark Dataset for General and Specific Domains,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2024.","ama":"Gusmita RH, Abshar MFA, Moussallem D, Ngonga Ngomo A-C. IndEL: Indonesian Entity Linking Benchmark Dataset for General and Specific Domains. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-70239-6_34\">10.1007/978-3-031-70239-6_34</a>","short":"R.H. Gusmita, M.F.A. Abshar, D. Moussallem, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.","mla":"Gusmita, Ria Hari, et al. “IndEL: Indonesian Entity Linking Benchmark Dataset for General and Specific Domains.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-70239-6_34\">10.1007/978-3-031-70239-6_34</a>.","bibtex":"@inbook{Gusmita_Abshar_Moussallem_Ngonga Ngomo_2024, place={Cham}, title={IndEL: Indonesian Entity Linking Benchmark Dataset for General and Specific Domains}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-70239-6_34\">10.1007/978-3-031-70239-6_34</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Gusmita, Ria Hari and Abshar, Muhammad Faruq Amiral and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2024} }","apa":"Gusmita, R. H., Abshar, M. F. A., Moussallem, D., &#38; Ngonga Ngomo, A.-C. (2024). IndEL: Indonesian Entity Linking Benchmark Dataset for General and Specific Domains. In <i>Lecture Notes in Computer Science</i>. The 29th Annual International Conference on Natural Language &#38; Information Systems (NLDB 2024), Turin, Italy. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-70239-6_34\">https://doi.org/10.1007/978-3-031-70239-6_34</a>"},"place":"Cham","year":"2024","user_id":"71039","_id":"56581","language":[{"iso":"eng"}],"keyword":["entity linking benchmark dataset","Indonesian","general and specific domains"],"type":"book_chapter","publication":"Lecture Notes in Computer Science","status":"public","abstract":[{"text":"In recent years, there has been a surge in natural language processing research focused on low-resource languages (LrLs), underscoring the growing recognition that LrLs deserve the same attention as high-resource languages (HrLs). This shift is crucial for ensuring linguistic diversity and inclusivity in the digital age. Despite Indonesian ranking as the 11th most spoken language globally, it remains under-resourced in terms of computational tools and datasets. Within the semantic web domain, Entity Linking (EL) is pivotal, linking textual entity mentions to their corresponding entries in knowledge bases. This process is foundational for advanced information extraction tasks, including relation extraction and event detection. To bolster EL research in Indonesian, we introduce IndEL, the first benchmark dataset tailored for both general and specific domains. IndEL was manually curated using Wikidata, adhering to a rigorous set of annotation guidelines. We used two Named Entity Recognition (NER) benchmark datasets for entity extraction: NER UI for the general domain and IndQNER for the specific domain. IndQNER focused on entities from the Indonesian translation of the Quran. IndEL comprises 4765 entities in the general domain and 2453 in the specific domain. Using the GERBIL framework, we use IndEL to evaluate the performance of various EL systems, such as Babelfy, DBpedia Spotlight, MAG, OpenTapioca, and WAT. Our further investigation reveals that within Wikidata, a significant number of NIL entities remain unlinked due to the limited number of Indonesian labels and the use of acronyms. Especially in the specific domain, transliteration and translation processes performed to create the Indonesian translation of the Quran contribute to the presence of entities in a descriptive form and as synonyms.","lang":"eng"}]},{"doi":"10.1007/978-3-031-71291-3_26","title":"Anxiety Moderates the Effects of Drawing Support on Drawing Accuracy in Mathematical Modeling","date_created":"2024-09-24T18:03:42Z","author":[{"last_name":"Schönherr","id":"99409","full_name":"Schönherr, Johanna","first_name":"Johanna"},{"full_name":"Mayer, Richard E.","last_name":"Mayer","first_name":"Richard E."}],"publisher":"Springer Nature Switzerland","date_updated":"2025-05-27T12:15:57Z","citation":{"short":"J. Schönherr, R.E. Mayer, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.","bibtex":"@inbook{Schönherr_Mayer_2024, place={Cham}, title={Anxiety Moderates the Effects of Drawing Support on Drawing Accuracy in Mathematical Modeling}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-71291-3_26\">10.1007/978-3-031-71291-3_26</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Schönherr, Johanna and Mayer, Richard E.}, year={2024} }","mla":"Schönherr, Johanna, and Richard E. Mayer. “Anxiety Moderates the Effects of Drawing Support on Drawing Accuracy in Mathematical Modeling.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-71291-3_26\">10.1007/978-3-031-71291-3_26</a>.","apa":"Schönherr, J., &#38; Mayer, R. E. (2024). Anxiety Moderates the Effects of Drawing Support on Drawing Accuracy in Mathematical Modeling. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-71291-3_26\">https://doi.org/10.1007/978-3-031-71291-3_26</a>","ama":"Schönherr J, Mayer RE. Anxiety Moderates the Effects of Drawing Support on Drawing Accuracy in Mathematical Modeling. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-71291-3_26\">10.1007/978-3-031-71291-3_26</a>","ieee":"J. Schönherr and R. E. Mayer, “Anxiety Moderates the Effects of Drawing Support on Drawing Accuracy in Mathematical Modeling,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2024.","chicago":"Schönherr, Johanna, and Richard E. Mayer. “Anxiety Moderates the Effects of Drawing Support on Drawing Accuracy in Mathematical Modeling.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-71291-3_26\">https://doi.org/10.1007/978-3-031-71291-3_26</a>."},"year":"2024","place":"Cham","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031712906","9783031712913"]},"publication_status":"published","language":[{"iso":"eng"}],"department":[{"_id":"913"}],"user_id":"99409","_id":"56237","status":"public","publication":"Lecture Notes in Computer Science","type":"book_chapter"},{"place":"Cham","year":"2024","citation":{"ieee":"R. P. Bora, P. Terhörst, R. Veldhuis, R. Ramachandra, and K. Raja, “CoFE: Consistency-Driven Feature Elimination for eXplainable AI,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2024.","chicago":"Bora, Revoti Prasad, Philipp Terhörst, Raymond Veldhuis, Raghavendra Ramachandra, and Kiran Raja. “CoFE: Consistency-Driven Feature Elimination for EXplainable AI.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-78189-6_24\">https://doi.org/10.1007/978-3-031-78189-6_24</a>.","short":"R.P. Bora, P. Terhörst, R. Veldhuis, R. Ramachandra, K. Raja, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.","mla":"Bora, Revoti Prasad, et al. “CoFE: Consistency-Driven Feature Elimination for EXplainable AI.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-78189-6_24\">10.1007/978-3-031-78189-6_24</a>.","bibtex":"@inbook{Bora_Terhörst_Veldhuis_Ramachandra_Raja_2024, place={Cham}, title={CoFE: Consistency-Driven Feature Elimination for eXplainable AI}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-78189-6_24\">10.1007/978-3-031-78189-6_24</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Bora, Revoti Prasad and Terhörst, Philipp and Veldhuis, Raymond and Ramachandra, Raghavendra and Raja, Kiran}, year={2024} }","ama":"Bora RP, Terhörst P, Veldhuis R, Ramachandra R, Raja K. CoFE: Consistency-Driven Feature Elimination for eXplainable AI. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-78189-6_24\">10.1007/978-3-031-78189-6_24</a>","apa":"Bora, R. P., Terhörst, P., Veldhuis, R., Ramachandra, R., &#38; Raja, K. (2024). CoFE: Consistency-Driven Feature Elimination for eXplainable AI. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-78189-6_24\">https://doi.org/10.1007/978-3-031-78189-6_24</a>"},"publication_identifier":{"isbn":["9783031781889","9783031781896"],"issn":["0302-9743","1611-3349"]},"publication_status":"published","title":"CoFE: Consistency-Driven Feature Elimination for eXplainable AI","doi":"10.1007/978-3-031-78189-6_24","publisher":"Springer Nature Switzerland","date_updated":"2026-02-19T07:51:43Z","author":[{"full_name":"Bora, Revoti Prasad","last_name":"Bora","first_name":"Revoti Prasad"},{"first_name":"Philipp","last_name":"Terhörst","id":"97123","full_name":"Terhörst, Philipp"},{"full_name":"Veldhuis, Raymond","last_name":"Veldhuis","first_name":"Raymond"},{"first_name":"Raghavendra","last_name":"Ramachandra","full_name":"Ramachandra, Raghavendra"},{"last_name":"Raja","full_name":"Raja, Kiran","first_name":"Kiran"}],"date_created":"2026-02-18T09:38:20Z","status":"public","publication":"Lecture Notes in Computer Science","type":"book_chapter","language":[{"iso":"eng"}],"_id":"64202","user_id":"97123"}]