[{"language":[{"iso":"eng"}],"_id":"48776","publisher":"Springer Nature Switzerland","doi":"10.1007/978-3-031-43418-1_26","user_id":"93420","title":"iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams","status":"public","year":"2023","publication_identifier":{"issn":["0302-9743"],"eisbn":["9783031434181"],"isbn":["9783031434174"],"eissn":["1611-3349"]},"author":[{"first_name":"Maximilian","last_name":"Muschalik","full_name":"Muschalik, Maximilian"},{"id":"93420","first_name":"Fabian","last_name":"Fumagalli","full_name":"Fumagalli, Fabian"},{"last_name":"Hammer","first_name":"Barbara","full_name":"Hammer, Barbara"},{"id":"48129","last_name":"Huellermeier","first_name":"Eyke","full_name":"Huellermeier, Eyke"}],"date_updated":"2025-09-11T16:27:26Z","publication_status":"published","date_created":"2023-11-10T14:11:20Z","type":"book_chapter","department":[{"_id":"660"}],"publication":"Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)","citation":{"ieee":"M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams,” in <i>Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)</i>, Springer Nature Switzerland, 2023.","apa":"Muschalik, M., Fumagalli, F., Hammer, B., &#38; Huellermeier, E. (2023). iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams. In <i>Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-43418-1_26\">https://doi.org/10.1007/978-3-031-43418-1_26</a>","short":"M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD), Springer Nature Switzerland, 2023.","chicago":"Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “ISAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.” In <i>Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)</i>. Springer Nature Switzerland, 2023. <a href=\"https://doi.org/10.1007/978-3-031-43418-1_26\">https://doi.org/10.1007/978-3-031-43418-1_26</a>.","mla":"Muschalik, Maximilian, et al. “ISAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.” <i>Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)</i>, Springer Nature Switzerland, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-43418-1_26\">10.1007/978-3-031-43418-1_26</a>.","bibtex":"@inbook{Muschalik_Fumagalli_Hammer_Huellermeier_2023, title={iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-43418-1_26\">10.1007/978-3-031-43418-1_26</a>}, booktitle={Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)}, publisher={Springer Nature Switzerland}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2023} }","ama":"Muschalik M, Fumagalli F, Hammer B, Huellermeier E. iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams. In: <i>Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)</i>. Springer Nature Switzerland; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-43418-1_26\">10.1007/978-3-031-43418-1_26</a>"},"project":[{"_id":"126","name":"TRR 318 - C3: TRR 318 - Subproject C3"},{"name":"TRR 318 - C: TRR 318 - Project Area C","_id":"117"},{"name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren","_id":"109"}]},{"date_created":"2020-04-23T08:46:37Z","type":"conference","department":[{"_id":"195"}],"publication":"Designing for Digital Transformation. Co-Creating Services with Citizens and Industry. DESRIST 2020","language":[{"iso":"eng"}],"series_title":"Lecture Notes in Computer Science","doi":"10.1007/978-3-030-64823-7_42","title":"PS³—A Domain-specific Modeling Language for Platform-based Smart Service Systems","year":"2020","publication_identifier":{"eisbn":["978-3-030-64823-7"],"eissn":["1611-3349"]},"author":[{"first_name":"Hedda","last_name":"Lüttenberg","full_name":"Lüttenberg, Hedda","id":"60612"}],"publication_status":"published","date_updated":"2022-01-06T06:52:57Z","intvolume":"     12388","citation":{"chicago":"Lüttenberg, Hedda. “PS<sup>3</sup>—A Domain-Specific Modeling Language for Platform-Based Smart Service Systems.” In <i>Designing for Digital Transformation. Co-Creating Services with Citizens and Industry. DESRIST 2020</i>, edited by Sara Hofmann, Oliver Müller, and Matti Rossi, Vol. 12388. Lecture Notes in Computer Science. Springer, 2020. <a href=\"https://doi.org/10.1007/978-3-030-64823-7_42\">https://doi.org/10.1007/978-3-030-64823-7_42</a>.","short":"H. Lüttenberg, in: S. Hofmann, O. Müller, M. Rossi (Eds.), Designing for Digital Transformation. Co-Creating Services with Citizens and Industry. DESRIST 2020, Springer, 2020.","apa":"Lüttenberg, H. (2020). PS<sup>3</sup>—A Domain-specific Modeling Language for Platform-based Smart Service Systems. In S. Hofmann, O. Müller, &#38; M. Rossi (Eds.), <i>Designing for Digital Transformation. Co-Creating Services with Citizens and Industry. DESRIST 2020</i> (Vol. 12388). Kristiansand, Norway: Springer. <a href=\"https://doi.org/10.1007/978-3-030-64823-7_42\">https://doi.org/10.1007/978-3-030-64823-7_42</a>","ieee":"H. Lüttenberg, “PS<sup>3</sup>—A Domain-specific Modeling Language for Platform-based Smart Service Systems,” in <i>Designing for Digital Transformation. Co-Creating Services with Citizens and Industry. DESRIST 2020</i>, Kristiansand, Norway, 2020, vol. 12388.","ama":"Lüttenberg H. PS<sup>3</sup>—A Domain-specific Modeling Language for Platform-based Smart Service Systems. In: Hofmann S, Müller O, Rossi M, eds. <i>Designing for Digital Transformation. Co-Creating Services with Citizens and Industry. DESRIST 2020</i>. Vol 12388. Lecture Notes in Computer Science. Springer; 2020. doi:<a href=\"https://doi.org/10.1007/978-3-030-64823-7_42\">10.1007/978-3-030-64823-7_42</a>","bibtex":"@inproceedings{Lüttenberg_2020, series={Lecture Notes in Computer Science}, title={PS<sup>3</sup>—A Domain-specific Modeling Language for Platform-based Smart Service Systems}, volume={12388}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-64823-7_42\">10.1007/978-3-030-64823-7_42</a>}, booktitle={Designing for Digital Transformation. Co-Creating Services with Citizens and Industry. DESRIST 2020}, publisher={Springer}, author={Lüttenberg, Hedda}, editor={Hofmann, Sara and Müller, Oliver and Rossi, MattiEditors}, year={2020}, collection={Lecture Notes in Computer Science} }","mla":"Lüttenberg, Hedda. “PS<sup>3</sup>—A Domain-Specific Modeling Language for Platform-Based Smart Service Systems.” <i>Designing for Digital Transformation. Co-Creating Services with Citizens and Industry. DESRIST 2020</i>, edited by Sara Hofmann et al., vol. 12388, Springer, 2020, doi:<a href=\"https://doi.org/10.1007/978-3-030-64823-7_42\">10.1007/978-3-030-64823-7_42</a>."},"project":[{"name":"its OWL - Digital Business","_id":"97"}],"_id":"16837","publisher":"Springer","user_id":"60612","volume":12388,"editor":[{"full_name":"Hofmann, Sara","last_name":"Hofmann","first_name":"Sara"},{"first_name":"Oliver","last_name":"Müller","full_name":"Müller, Oliver"},{"full_name":"Rossi, Matti","first_name":"Matti","last_name":"Rossi"}],"status":"public","conference":{"location":"Kristiansand, Norway"}}]