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