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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>"},"publication_status":"published","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031708954","9783031708961"]},"language":[{"iso":"eng"}],"_id":"56079","user_id":"68826","department":[{"_id":"632"}],"status":"public","type":"book_chapter","publication":"Lecture Notes in Computer Science"},{"type":"conference","status":"public","abstract":[{"text":"As the field of healthcare increasingly adopts artificial intelligence, it becomes important to understand which types of explanations increase transparency and empower users to develop confidence and trust in the predictions made by machine learning (ML) systems. \r\nIn shared decision-making scenarios where doctors cooperate with ML systems to reach an appropriate decision, establishing mutual trust is crucial. In this paper, we explore different approaches to generating explanations in eXplainable AI (XAI) and make their underlying arguments explicit so that they can be evaluated by medical experts.\r\nIn particular, we present the findings of a user study conducted with physicians to investigate their perceptions of various types of AI-generated explanations in the context of diagnostic decision support. The study aims to identify the most effective and useful explanations that enhance the diagnostic process. \r\nIn the study, medical doctors filled out a survey to assess different types of explanations. Further, an interview was carried out post-survey to gain qualitative insights on the requirements of explanations incorporated in diagnostic decision support. Overall, the insights gained from this study contribute to understanding the types of explanations that are most effective.","lang":"eng"}],"user_id":"93275","department":[{"_id":"660"}],"project":[{"name":"TRR 318 - C5: TRR 318 - Subproject C5","_id":"128"}],"_id":"56480","language":[{"iso":"eng"}],"publication_status":"accepted","citation":{"apa":"Liedeker, F., Sanchez-Graillet, O., Seidler, M., Brandt, C., Wellmer, J., &#38; Cimiano, P. (n.d.). <i>A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support</i>. First Workshop on Natural Language Argument-Based Explanations, Santiago de Compostela, Spain.","mla":"Liedeker, Felix, et al. <i>A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support</i>.","short":"F. Liedeker, O. Sanchez-Graillet, M. Seidler, C. Brandt, J. Wellmer, P. Cimiano, in: n.d.","bibtex":"@inproceedings{Liedeker_Sanchez-Graillet_Seidler_Brandt_Wellmer_Cimiano, title={A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support}, author={Liedeker, Felix and Sanchez-Graillet, Olivia and Seidler, Moana and Brandt, Christian and Wellmer, Jörg and Cimiano, Philipp} }","ieee":"F. Liedeker, O. Sanchez-Graillet, M. Seidler, C. Brandt, J. Wellmer, and P. Cimiano, “A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support,” presented at the First Workshop on Natural Language Argument-Based Explanations, Santiago de Compostela, Spain.","chicago":"Liedeker, Felix, Olivia Sanchez-Graillet, Moana Seidler, Christian Brandt, Jörg Wellmer, and Philipp Cimiano. “A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support,” n.d.","ama":"Liedeker F, Sanchez-Graillet O, Seidler M, Brandt C, Wellmer J, Cimiano P. A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support."},"year":"2024","date_created":"2024-10-09T15:02:42Z","author":[{"first_name":"Felix","last_name":"Liedeker","full_name":"Liedeker, Felix","id":"93275"},{"full_name":"Sanchez-Graillet, Olivia","last_name":"Sanchez-Graillet","first_name":"Olivia"},{"last_name":"Seidler","full_name":"Seidler, Moana","first_name":"Moana"},{"first_name":"Christian","full_name":"Brandt, Christian","last_name":"Brandt"},{"last_name":"Wellmer","full_name":"Wellmer, Jörg","first_name":"Jörg"},{"full_name":"Cimiano, Philipp","last_name":"Cimiano","first_name":"Philipp"}],"date_updated":"2024-10-09T15:06:27Z","conference":{"location":"Santiago de Compostela, Spain","end_date":"2024-10-24","start_date":"2024-10-19","name":"First Workshop on Natural Language Argument-Based Explanations"},"title":"A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support"},{"status":"public","abstract":[{"text":"While the importance of explainable artificial intelligence in high-stakes decision-making is widely recognized in existing literature, empirical studies assessing users' perceived value of explanations are scarce. In this paper, we aim to address this shortcoming by conducting an empirical study focused on measuring the perceived value of the following types of explanations: plain explanations based on feature attribution, counterfactual explanations and complex counterfactual explanations. We measure an explanation's value using five dimensions: perceived accuracy, understandability, plausibility, sufficiency of detail, and user satisfaction. Our findings indicate a sweet spot of explanation complexity, with both dimensional and structural complexity positively impacting the perceived value up to a certain threshold.","lang":"eng"}],"type":"conference","language":[{"iso":"eng"}],"keyword":["XAI","Explanation Complexity","User Perception"],"user_id":"93275","department":[{"_id":"660"}],"project":[{"_id":"128","name":"TRR 318 - C5: TRR 318 - Subproject C5"}],"_id":"56479","citation":{"bibtex":"@inproceedings{Liedeker_Düsing_Nieveler_Cimiano_2024, title={An Empirical Investigation of Users’ Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity}, author={Liedeker, Felix and Düsing, Christoph and Nieveler, Marcel and Cimiano, Philipp}, year={2024} }","short":"F. Liedeker, C. Düsing, M. Nieveler, P. Cimiano, in: 2024.","mla":"Liedeker, Felix, et al. <i>An Empirical Investigation of Users’ Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity</i>. 2024.","apa":"Liedeker, F., Düsing, C., Nieveler, M., &#38; Cimiano, P. (2024). <i>An Empirical Investigation of Users’ Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity</i>. 2nd World Conference on eXplainable Artificial Intelligence, Valetta, Malta.","ama":"Liedeker F, Düsing C, Nieveler M, Cimiano P. An Empirical Investigation of Users’ Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity. In: ; 2024.","chicago":"Liedeker, Felix, Christoph Düsing, Marcel Nieveler, and Philipp Cimiano. “An Empirical Investigation of Users’ Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity,” 2024.","ieee":"F. Liedeker, C. Düsing, M. Nieveler, and P. Cimiano, “An Empirical Investigation of Users’ Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity,” presented at the 2nd World Conference on eXplainable Artificial Intelligence, Valetta, Malta, 2024."},"year":"2024","conference":{"name":"2nd World Conference on eXplainable Artificial Intelligence","start_date":"2024-07-17","end_date":"2024-07-19","location":"Valetta, Malta"},"title":"An Empirical Investigation of Users' Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity","author":[{"last_name":"Liedeker","id":"93275","full_name":"Liedeker, Felix","first_name":"Felix"},{"full_name":"Düsing, Christoph","last_name":"Düsing","first_name":"Christoph"},{"first_name":"Marcel","full_name":"Nieveler, Marcel","last_name":"Nieveler"},{"last_name":"Cimiano","full_name":"Cimiano, Philipp","first_name":"Philipp"}],"date_created":"2024-10-09T14:57:49Z","date_updated":"2024-10-09T15:06:00Z"},{"_id":"56476","department":[{"_id":"67"}],"user_id":"58041","language":[{"iso":"ger"}],"publication":"Künstliche Intelligenz für Lehrkräfte","type":"book_chapter","editor":[{"full_name":"Furbach, Ulrich","last_name":"Furbach","first_name":"Ulrich"},{"last_name":"Kitzelmann","full_name":"Kitzelmann, Emanuel","first_name":"Emanuel"},{"full_name":"Michaeli, Tilman","last_name":"Michaeli","first_name":"Tilman"},{"first_name":"Ute","last_name":"Schmid","full_name":"Schmid, Ute"}],"status":"public","date_updated":"2024-10-09T13:54:11Z","publisher":"Springer Fachmedien Wiesbaden","date_created":"2024-10-09T13:52:21Z","author":[{"first_name":"Lukas","last_name":"Höper","id":"58041","full_name":"Höper, Lukas"},{"last_name":"Schulte","full_name":"Schulte, Carsten","id":"60311","first_name":"Carsten"},{"full_name":"Benzmüller, Christoph","last_name":"Benzmüller","first_name":"Christoph"}],"title":"Verantwortung","doi":"10.1007/978-3-658-44248-4_16","publication_identifier":{"issn":["2662-5970","2662-5989"],"isbn":["9783658442477","9783658442484"]},"publication_status":"published","place":"Wiesbaden","year":"2024","citation":{"mla":"Höper, Lukas, et al. “Verantwortung.” <i>Künstliche Intelligenz für Lehrkräfte</i>, edited by Ulrich Furbach et al., Springer Fachmedien Wiesbaden, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-658-44248-4_16\">10.1007/978-3-658-44248-4_16</a>.","short":"L. Höper, C. Schulte, C. Benzmüller, in: U. Furbach, E. Kitzelmann, T. Michaeli, U. Schmid (Eds.), Künstliche Intelligenz für Lehrkräfte, Springer Fachmedien Wiesbaden, Wiesbaden, 2024.","bibtex":"@inbook{Höper_Schulte_Benzmüller_2024, place={Wiesbaden}, title={Verantwortung}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-44248-4_16\">10.1007/978-3-658-44248-4_16</a>}, booktitle={Künstliche Intelligenz für Lehrkräfte}, publisher={Springer Fachmedien Wiesbaden}, author={Höper, Lukas and Schulte, Carsten and Benzmüller, Christoph}, editor={Furbach, Ulrich and Kitzelmann, Emanuel and Michaeli, Tilman and Schmid, Ute}, year={2024} }","apa":"Höper, L., Schulte, C., &#38; Benzmüller, C. (2024). Verantwortung. In U. Furbach, E. Kitzelmann, T. Michaeli, &#38; U. Schmid (Eds.), <i>Künstliche Intelligenz für Lehrkräfte</i>. Springer Fachmedien Wiesbaden. <a href=\"https://doi.org/10.1007/978-3-658-44248-4_16\">https://doi.org/10.1007/978-3-658-44248-4_16</a>","chicago":"Höper, Lukas, Carsten Schulte, and Christoph Benzmüller. “Verantwortung.” In <i>Künstliche Intelligenz für Lehrkräfte</i>, edited by Ulrich Furbach, Emanuel Kitzelmann, Tilman Michaeli, and Ute Schmid. Wiesbaden: Springer Fachmedien Wiesbaden, 2024. <a href=\"https://doi.org/10.1007/978-3-658-44248-4_16\">https://doi.org/10.1007/978-3-658-44248-4_16</a>.","ieee":"L. Höper, C. Schulte, and C. Benzmüller, “Verantwortung,” in <i>Künstliche Intelligenz für Lehrkräfte</i>, U. Furbach, E. Kitzelmann, T. Michaeli, and U. Schmid, Eds. Wiesbaden: Springer Fachmedien Wiesbaden, 2024.","ama":"Höper L, Schulte C, Benzmüller C. Verantwortung. In: Furbach U, Kitzelmann E, Michaeli T, Schmid U, eds. <i>Künstliche Intelligenz für Lehrkräfte</i>. Springer Fachmedien Wiesbaden; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-658-44248-4_16\">10.1007/978-3-658-44248-4_16</a>"}},{"_id":"56481","department":[{"_id":"78"}],"user_id":"98854","language":[{"iso":"eng"}],"type":"conference","status":"public","date_updated":"2024-10-10T07:52:06Z","date_created":"2024-10-10T07:49:13Z","author":[{"last_name":"Berganski","full_name":"Berganski, Christoph","id":"98854","first_name":"Christoph"},{"orcid":"0000-0003-4987-5708","last_name":"Jentzsch","id":"55631","full_name":"Jentzsch, Felix","first_name":"Felix"},{"last_name":"Platzner","full_name":"Platzner, Marco","id":"398","first_name":"Marco"},{"full_name":"Kuhmichel, Max","last_name":"Kuhmichel","first_name":"Max"},{"last_name":"Giefers","full_name":"Giefers, Heiner","first_name":"Heiner"}],"title":"FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers","conference":{"end_date":"2024-12-12","location":"Sydney","name":"International Conference on Field Programmable Technology","start_date":"2024-12-10"},"year":"2024","citation":{"mla":"Berganski, Christoph, et al. <i>FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers</i>. 2024.","short":"C. Berganski, F. Jentzsch, M. Platzner, M. Kuhmichel, H. Giefers, in: 2024.","bibtex":"@inproceedings{Berganski_Jentzsch_Platzner_Kuhmichel_Giefers_2024, title={FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers}, author={Berganski, Christoph and Jentzsch, Felix and Platzner, Marco and Kuhmichel, Max and Giefers, Heiner}, year={2024} }","apa":"Berganski, C., Jentzsch, F., Platzner, M., Kuhmichel, M., &#38; Giefers, H. (2024). <i>FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers</i>. International Conference on Field Programmable Technology, Sydney.","ama":"Berganski C, Jentzsch F, Platzner M, Kuhmichel M, Giefers H. FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers. In: ; 2024.","chicago":"Berganski, Christoph, Felix Jentzsch, Marco Platzner, Max Kuhmichel, and Heiner Giefers. “FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers,” 2024.","ieee":"C. Berganski, F. Jentzsch, M. Platzner, M. Kuhmichel, and H. Giefers, “FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers,” presented at the International Conference on Field Programmable Technology, Sydney, 2024."}},{"type":"conference","publication":"Rules and Reasoning - 8th International Joint Conference, RuleML+RR 2024, Bucharest, Romania, September 16-18, 2024, Proceedings","status":"public","editor":[{"first_name":"Sabrina","last_name":"Kirrane","full_name":"Kirrane, Sabrina"},{"full_name":"Simkus, Mantas","last_name":"Simkus","first_name":"Mantas"},{"last_name":"Soylu","full_name":"Soylu, Ahmet","first_name":"Ahmet"},{"first_name":"Dumitru","last_name":"Roman","full_name":"Roman, Dumitru"}],"series_title":"Lecture Notes in Computer Science","user_id":"15504","_id":"56488","language":[{"iso":"eng"}],"citation":{"short":"R. Peñaloza, A.-Y. Turhan, in: S. Kirrane, M. Simkus, A. Soylu, D. Roman (Eds.), Rules and Reasoning - 8th International Joint Conference, RuleML+RR 2024, Bucharest, Romania, September 16-18, 2024, Proceedings, Springer, 2024, pp. 142–158.","bibtex":"@inproceedings{Peñaloza_Turhan_2024, series={Lecture Notes in Computer Science}, title={Reasoning in Rough Description Logics with Multiple Indiscernibility Relations}, volume={15183}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-72407-7_11\">10.1007/978-3-031-72407-7_11</a>}, booktitle={Rules and Reasoning - 8th International Joint Conference, RuleML+RR 2024, Bucharest, Romania, September 16-18, 2024, Proceedings}, publisher={Springer}, author={Peñaloza, Rafael and Turhan, Anni-Yasmin}, editor={Kirrane, Sabrina and Simkus, Mantas and Soylu, Ahmet and Roman, Dumitru}, year={2024}, pages={142–158}, collection={Lecture Notes in Computer Science} }","mla":"Peñaloza, Rafael, and Anni-Yasmin Turhan. “Reasoning in Rough Description Logics with Multiple Indiscernibility Relations.” <i>Rules and Reasoning - 8th International Joint Conference, RuleML+RR 2024, Bucharest, Romania, September 16-18, 2024, Proceedings</i>, edited by Sabrina Kirrane et al., vol. 15183, Springer, 2024, pp. 142–158, doi:<a href=\"https://doi.org/10.1007/978-3-031-72407-7_11\">10.1007/978-3-031-72407-7_11</a>.","apa":"Peñaloza, R., &#38; Turhan, A.-Y. (2024). Reasoning in Rough Description Logics with Multiple Indiscernibility Relations. In S. Kirrane, M. Simkus, A. Soylu, &#38; D. Roman (Eds.), <i>Rules and Reasoning - 8th International Joint Conference, RuleML+RR 2024, Bucharest, Romania, September 16-18, 2024, Proceedings</i> (Vol. 15183, pp. 142–158). Springer. <a href=\"https://doi.org/10.1007/978-3-031-72407-7_11\">https://doi.org/10.1007/978-3-031-72407-7_11</a>","chicago":"Peñaloza, Rafael, and Anni-Yasmin Turhan. “Reasoning in Rough Description Logics with Multiple Indiscernibility Relations.” In <i>Rules and Reasoning - 8th International Joint Conference, RuleML+RR 2024, Bucharest, Romania, September 16-18, 2024, Proceedings</i>, edited by Sabrina Kirrane, Mantas Simkus, Ahmet Soylu, and Dumitru Roman, 15183:142–158. Lecture Notes in Computer Science. Springer, 2024. <a href=\"https://doi.org/10.1007/978-3-031-72407-7_11\">https://doi.org/10.1007/978-3-031-72407-7_11</a>.","ieee":"R. Peñaloza and A.-Y. Turhan, “Reasoning in Rough Description Logics with Multiple Indiscernibility Relations,” in <i>Rules and Reasoning - 8th International Joint Conference, RuleML+RR 2024, Bucharest, Romania, September 16-18, 2024, Proceedings</i>, 2024, vol. 15183, pp. 142–158, doi: <a href=\"https://doi.org/10.1007/978-3-031-72407-7_11\">10.1007/978-3-031-72407-7_11</a>.","ama":"Peñaloza R, Turhan A-Y. Reasoning in Rough Description Logics with Multiple Indiscernibility Relations. In: Kirrane S, Simkus M, Soylu A, Roman D, eds. <i>Rules and Reasoning - 8th International Joint Conference, RuleML+RR 2024, Bucharest, Romania, September 16-18, 2024, Proceedings</i>. Vol 15183. Lecture Notes in Computer Science. Springer; 2024:142–158. doi:<a href=\"https://doi.org/10.1007/978-3-031-72407-7_11\">10.1007/978-3-031-72407-7_11</a>"},"intvolume":"     15183","page":"142–158","year":"2024","date_created":"2024-10-10T12:17:55Z","author":[{"full_name":"Peñaloza, Rafael","last_name":"Peñaloza","first_name":"Rafael"},{"full_name":"Turhan, Anni-Yasmin","id":"104470","last_name":"Turhan","first_name":"Anni-Yasmin"}],"volume":15183,"publisher":"Springer","date_updated":"2024-10-10T12:18:29Z","doi":"10.1007/978-3-031-72407-7_11","title":"Reasoning in Rough Description Logics with Multiple Indiscernibility Relations"},{"year":"2024","citation":{"ama":"Mamedov T, Ehlert T, Schleicher E, et al. A conductivity-based flow imaging sensor for the investigation of liquid flow dynamics in stationary and moving separation columns packed with Mellapak 250Y. In: ; 2024.","chicago":"Mamedov, Tural, Thomas Ehlert, Eckhard Schleicher, Felipe D. A. Dias, Markus Schubert, Eugeny Y. Kenig, and Uwe Hampel. “A Conductivity-Based Flow Imaging Sensor for the Investigation of Liquid Flow Dynamics in Stationary and Moving Separation Columns Packed with Mellapak 250Y,” 2024.","ieee":"T. Mamedov <i>et al.</i>, “A conductivity-based flow imaging sensor for the investigation of liquid flow dynamics in stationary and moving separation columns packed with Mellapak 250Y,” presented at the 16th International Conference on Gas–Liquid and Gas–Liquid–Solid Reactor Engineering, Dresden, 2024.","mla":"Mamedov, Tural, et al. <i>A Conductivity-Based Flow Imaging Sensor for the Investigation of Liquid Flow Dynamics in Stationary and Moving Separation Columns Packed with Mellapak 250Y</i>. 2024.","bibtex":"@inproceedings{Mamedov_Ehlert_Schleicher_Dias_Schubert_Kenig_Hampel_2024, title={A conductivity-based flow imaging sensor for the investigation of liquid flow dynamics in stationary and moving separation columns packed with Mellapak 250Y}, author={Mamedov, Tural and Ehlert, Thomas and Schleicher, Eckhard and Dias, Felipe D. A. and Schubert, Markus and Kenig, Eugeny Y. and Hampel, Uwe}, year={2024} }","short":"T. Mamedov, T. Ehlert, E. Schleicher, F.D.A. Dias, M. Schubert, E.Y. Kenig, U. Hampel, in: 2024.","apa":"Mamedov, T., Ehlert, T., Schleicher, E., Dias, F. D. A., Schubert, M., Kenig, E. Y., &#38; Hampel, U. (2024). <i>A conductivity-based flow imaging sensor for the investigation of liquid flow dynamics in stationary and moving separation columns packed with Mellapak 250Y</i>. 16th International Conference on Gas–Liquid and Gas–Liquid–Solid Reactor Engineering, Dresden."},"date_updated":"2024-10-10T12:10:33Z","author":[{"first_name":"Tural","last_name":"Mamedov","full_name":"Mamedov, Tural"},{"id":"47151","full_name":"Ehlert, Thomas","last_name":"Ehlert","first_name":"Thomas"},{"last_name":"Schleicher","full_name":"Schleicher, Eckhard","first_name":"Eckhard"},{"first_name":"Felipe D. A.","last_name":"Dias","full_name":"Dias, Felipe D. A."},{"first_name":"Markus","last_name":"Schubert","full_name":"Schubert, Markus"},{"last_name":"Kenig","full_name":"Kenig, Eugeny Y.","id":"665","first_name":"Eugeny Y."},{"last_name":"Hampel","full_name":"Hampel, Uwe","first_name":"Uwe"}],"date_created":"2024-10-10T11:56:30Z","title":"A conductivity-based flow imaging sensor for the investigation of liquid flow dynamics in stationary and moving separation columns packed with Mellapak 250Y","conference":{"name":"16th International Conference on Gas–Liquid and Gas–Liquid–Solid Reactor Engineering","start_date":"2024-09-02","end_date":"2024-09-05","location":"Dresden"},"type":"conference_abstract","status":"public","_id":"56484","department":[{"_id":"9"},{"_id":"145"}],"user_id":"47151","language":[{"iso":"eng"}]},{"year":"2024","citation":{"chicago":"Cappello, Chiara, Reza Naserasr, Eckhard Steffen, and Zhouningxin Wang. “Critically 3-Frustrated Signed Graphs.” <i>Discrete Mathematics</i> 348, no. 1 (2024). <a href=\"https://doi.org/10.1016/j.disc.2024.114258\">https://doi.org/10.1016/j.disc.2024.114258</a>.","ieee":"C. Cappello, R. Naserasr, E. Steffen, and Z. Wang, “Critically 3-frustrated signed graphs,” <i>Discrete Mathematics</i>, vol. 348, no. 1, Art. no. 114258, 2024, doi: <a href=\"https://doi.org/10.1016/j.disc.2024.114258\">10.1016/j.disc.2024.114258</a>.","ama":"Cappello C, Naserasr R, Steffen E, Wang Z. Critically 3-frustrated signed graphs. <i>Discrete Mathematics</i>. 2024;348(1). doi:<a href=\"https://doi.org/10.1016/j.disc.2024.114258\">10.1016/j.disc.2024.114258</a>","bibtex":"@article{Cappello_Naserasr_Steffen_Wang_2024, title={Critically 3-frustrated signed graphs}, volume={348}, DOI={<a href=\"https://doi.org/10.1016/j.disc.2024.114258\">10.1016/j.disc.2024.114258</a>}, number={1114258}, journal={Discrete Mathematics}, publisher={Elsevier BV}, author={Cappello, Chiara and Naserasr, Reza and Steffen, Eckhard and Wang, Zhouningxin}, year={2024} }","short":"C. Cappello, R. Naserasr, E. Steffen, Z. Wang, Discrete Mathematics 348 (2024).","mla":"Cappello, Chiara, et al. “Critically 3-Frustrated Signed Graphs.” <i>Discrete Mathematics</i>, vol. 348, no. 1, 114258, Elsevier BV, 2024, doi:<a href=\"https://doi.org/10.1016/j.disc.2024.114258\">10.1016/j.disc.2024.114258</a>.","apa":"Cappello, C., Naserasr, R., Steffen, E., &#38; Wang, Z. (2024). 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