Mitigating Concept Drift via Rejection

Göpfert, Jan Philip; Hammer, Barbara; Wersing, Heiko

Mitigating Concept Drift via Rejection

Göpfert JP, Hammer B, Wersing H (2018)
In: Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I. Kurkova V, Manolopoulos Y, Hammer B, Iliadis L, Maglogiannis I (Eds); Lecture Notes in Computer Science, 11139. Cham: Springer.

Konferenzbeitrag | Veröffentlicht | Englisch

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DOI

https://doi.org/10.1007/978-3-030-01418-6_45

URN

urn:nbn:de:0070-pub-29213164

Autor*in

Göpfert, Jan Philip^UniBi ; Hammer, Barbara^UniBi ; Wersing, Heiko

Herausgeber*in

Kurkova, Vera; Manolopoulos, Yannis; Hammer, Barbara; Iliadis, Lazaros; Maglogiannis, Ilias

Einrichtung

Center of Excellence - Cognitive Interaction Technology CITEC
Technische Fakultät > AG Machine Learning
Research Institute for Cognition and Robotics

Stichworte

rejection; reject option; concept drift

Erscheinungsjahr

2018

Titel des Konferenzbandes

Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I

Serien- oder Zeitschriftentitel

Lecture Notes in Computer Science

Band

11139

Konferenz

International Conference on Artificial Neural Networks

Konferenzort

Rhodes, Greece

Konferenzdatum

2018-10-04 – 2018-10-07

ISBN

978-3-030-01417-9

Page URI

https://pub.uni-bielefeld.de/record/2921316

Zitieren

Göpfert JP, Hammer B, Wersing H. Mitigating Concept Drift via Rejection. In: Kurkova V, Manolopoulos Y, Hammer B, Iliadis L, Maglogiannis I, eds. Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I. Lecture Notes in Computer Science. Vol 11139. Cham: Springer; 2018.

Göpfert, J. P., Hammer, B., & Wersing, H. (2018). Mitigating Concept Drift via Rejection. In V. Kurkova, Y. Manolopoulos, B. Hammer, L. Iliadis, & I. Maglogiannis (Eds.), Lecture Notes in Computer Science: Vol. 11139. Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I Cham: Springer. doi:10.1007/978-3-030-01418-6_45

Göpfert, Jan Philip, Hammer, Barbara, and Wersing, Heiko. 2018. “Mitigating Concept Drift via Rejection”. In Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I, ed. Vera Kurkova, Yannis Manolopoulos, Barbara Hammer, Lazaros Iliadis, and Ilias Maglogiannis. Vol. 11139. Lecture Notes in Computer Science. Cham: Springer.

Göpfert, J. P., Hammer, B., and Wersing, H. (2018). “Mitigating Concept Drift via Rejection” in Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I, Kurkova, V., Manolopoulos, Y., Hammer, B., Iliadis, L., and Maglogiannis, I. eds. Lecture Notes in Computer Science, vol. 11139, (Cham: Springer).

Göpfert, J.P., Hammer, B., & Wersing, H., 2018. Mitigating Concept Drift via Rejection. In V. Kurkova, et al., eds. Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I. Lecture Notes in Computer Science. no.11139 Cham: Springer.

J.P. Göpfert, B. Hammer, and H. Wersing, “Mitigating Concept Drift via Rejection”, Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I, V. Kurkova, et al., eds., Lecture Notes in Computer Science, vol. 11139, Cham: Springer, 2018.

Göpfert, J.P., Hammer, B., Wersing, H.: Mitigating Concept Drift via Rejection. In: Kurkova, V., Manolopoulos, Y., Hammer, B., Iliadis, L., and Maglogiannis, I. (eds.) Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I. Lecture Notes in Computer Science. 11139, Springer, Cham (2018).

Göpfert, Jan Philip, Hammer, Barbara, and Wersing, Heiko. “Mitigating Concept Drift via Rejection”. Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I. Ed. Vera Kurkova, Yannis Manolopoulos, Barbara Hammer, Lazaros Iliadis, and Ilias Maglogiannis. Cham: Springer, 2018.Vol. 11139. Lecture Notes in Computer Science.

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