7 Publikationen
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979026Jakob, Jonathan, Artelt, André, Hasenjäger, Martina, and Hammer, Barbara. 2023. “Interpretable SAM-kNN Regressor for Incremental Learning on High-Dimensional Data Streams”. Applied Artificial Intelligence 37 (1): 2198846.
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2022 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982135Jakob, Jonathan, Hasenjäger, Martina, and Hammer, Barbara. 2022. “Reject Options for Incremental Regression Scenarios”. In Artificial Neural Networks and Machine Learning – ICANN 2022. 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings; Part IV, ed. Elias Pimenidis, Plamen Angelov, Chrisina Jayne, Antonios Papaleonidas, and Mehmet Aydin, 248-259. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland.
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2022 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2969459Jakob, Jonathan, Artelt, André, Hasenjäger, Martina, and Hammer, Barbara. 2022. “SAM-kNN Regressor for Online Learning in Water Distribution Networks”. In Artificial Neural Networks and Machine Learning – ICANN 2022. 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings, Part III, ed. Elias Pimenidis, Plamen Angelov, Chrisina Jayne, Antonios Papaleonidas, and Mehmet Aydin, 13531:752-762. Lecture Notes in Computer Science. Cham: Springer Nature .
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2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982136Jakob, Jonathan, Hasenjäger, Martina, and Hammer, Barbara. 2021. “On the suitability of incremental learning for regression tasks in exoskeleton control”. In 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8. IEEE.
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2939517Pfannschmidt, Lukas, Jakob, Jonathan, Hinder, Fabian, Biehl, Michael, Tino, Peter, and Hammer, Barbara. 2020. “Feature Relevance Determination for Ordinal Regression in the Context of Feature Redundancies and Privileged Information”. Neurocomputing.
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2019 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2935044Artelt, André, Jakob, Jonathan, and Vaquet, Valerie. 2019. “Continuous online user authentication based on keystroke dynamics”. Presented at the Interdisciplinary College (IK), Günne/Möhnesee, Germany .
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2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2933893Pfannschmidt, Lukas, Jakob, Jonathan, Biehl, Michael, Tino, Peter, and Hammer, Barbara. 2019. “Feature Relevance Bounds for Ordinal Regression”. In Proceedings of the 27th European Symposium on Artificial Neural Networks (ESANN 2019), ed. Michel Verleysen. Louvain-la-Neuve: i6doc.