{"doi":"10.1007/978-3-031-43418-1_26","title":"iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams","author":[{"last_name":"Muschalik","full_name":"Muschalik, Maximilian","first_name":"Maximilian"},{"last_name":"Fumagalli","full_name":"Fumagalli, Fabian","id":"93420","first_name":"Fabian"},{"first_name":"Barbara","full_name":"Hammer, Barbara","last_name":"Hammer"},{"id":"48129","full_name":"Huellermeier, Eyke","last_name":"Huellermeier","first_name":"Eyke"}],"date_created":"2023-11-10T14:11:20Z","publisher":"Springer Nature Switzerland","date_updated":"2025-09-11T16:27:26Z","citation":{"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>","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>.","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.","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} }"},"year":"2023","publication_status":"published","publication_identifier":{"isbn":["9783031434174"],"eissn":["1611-3349"],"issn":["0302-9743"],"eisbn":["9783031434181"]},"language":[{"iso":"eng"}],"user_id":"93420","department":[{"_id":"660"}],"project":[{"_id":"126","name":"TRR 318 - C3: TRR 318 - Subproject C3"},{"_id":"117","name":"TRR 318 - C: TRR 318 - Project Area C"},{"_id":"109","name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren"}],"_id":"48776","status":"public","type":"book_chapter","publication":"Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)"}