---
_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'
...
---
_id: '16837'
author:
- first_name: Hedda
  full_name: Lüttenberg, Hedda
  id: '60612'
  last_name: Lüttenberg
citation:
  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>'
  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>'
  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} }'
  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>.
  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.
  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>.
  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.'
conference:
  location: Kristiansand, Norway
date_created: 2020-04-23T08:46:37Z
date_updated: 2022-01-06T06:52:57Z
department:
- _id: '195'
doi: 10.1007/978-3-030-64823-7_42
editor:
- first_name: Sara
  full_name: Hofmann, Sara
  last_name: Hofmann
- first_name: Oliver
  full_name: Müller, Oliver
  last_name: Müller
- first_name: Matti
  full_name: Rossi, Matti
  last_name: Rossi
intvolume: '     12388'
language:
- iso: eng
project:
- _id: '97'
  name: its OWL - Digital Business
publication: Designing for Digital Transformation. Co-Creating Services with Citizens
  and Industry. DESRIST 2020
publication_identifier:
  eisbn:
  - 978-3-030-64823-7
  eissn:
  - 1611-3349
publication_status: published
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: PS³—A Domain-specific Modeling Language for Platform-based Smart Service Systems
type: conference
user_id: '60612'
volume: 12388
year: '2020'
...
