21 Publikationen
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2024 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2988509A Remark on Concept Drift for Dependent DataPUB | DOI
Hinder, Fabian, A Remark on Concept Drift for Dependent Data. Advances in Intelligent Data Analysis XXII. 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Stockholm, Sweden, April 24–26, 2024, Proceedings, Part I (). Cham, 2024 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981289Model-based explanations of concept driftPUB | DOI | Download (ext.) | WoS
Hinder, Fabian, Model-based explanations of concept drift. Neurocomputing (). , 2023 -
2023 | Konferenzbeitrag | Angenommen | PUB-ID: 2982899Robust Feature Selection and Robust Training to Cope with Hyperspectral Sensor ShiftsPUB | PDF
Vaquet, Valerie, Robust Feature Selection and Robust Training to Cope with Hyperspectral Sensor Shifts. (). , 2023 -
2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982167On the Hardness and Necessity of Supervised Concept Drift DetectionPUB | DOI
Hinder, Fabian, On the Hardness and Necessity of Supervised Concept Drift Detection. Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods ICPRAM. Vol. 1 (). Setúbal, 2023 -
2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2977934On the Change of Decision Boundary and Loss in Learning with Concept DriftPUB | DOI
Hinder, Fabian, On the Change of Decision Boundary and Loss in Learning with Concept Drift. Advances in Intelligent Data Analysis XXI. 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-la-Neuve, Belgium, April 12–14, 2023, Proceedings 13876 (). Cham, 2023 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2962746Contrasting Explanations for Understanding and Regularizing Model AdaptationsPUB | PDF | DOI | Download (ext.) | WoS
Artelt, André, Contrasting Explanations for Understanding and Regularizing Model Adaptations. Neural Processing Letters 55 (). , 2022 -
2022 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2984050Suitability of Different Metric Choices for Concept Drift DetectionPUB | DOI
Hinder, Fabian, Suitability of Different Metric Choices for Concept Drift Detection. Advances in Intelligent Data Analysis XX. 20th International Symposium on Intelligent Data Analysis, IDA 2022, Rennes, France, April 20–22, 2022, Proceedings (). Cham, 2022 -
2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2966088Localization of Concept Drift: Identifying the Drifting DatapointsPUB | DOI | Download (ext.)
Hinder, Fabian, Localization of Concept Drift: Identifying the Drifting Datapoints. 2022 International Joint Conference on Neural Networks (IJCNN) (). , 2022 -
2022 | Konferenzbeitrag | Angenommen | PUB-ID: 2964534Federated learning vector quantization for dealing with drift between nodesPUB
Vaquet, Valerie, Federated learning vector quantization for dealing with drift between nodes. (). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2962928Investigating Intensity and Transversal Drift in Hyperspectral Imaging DataPUB | DOI | WoS
Vaquet, Valerie, Investigating Intensity and Transversal Drift in Hyperspectral Imaging Data. Neurocomputing (). , 2022 -
2022 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2962861Localization of Concept Drift: Identifying the Drifting DatapointsPUB
Hinder, Fabian, Localization of Concept Drift: Identifying the Drifting Datapoints. (). , 2022 -
2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2962650Taking care of our drinking water: Dealing with Sensor Faults in Water Distribution NetworksPUB | PDF
Vaquet, Valerie, Taking care of our drinking water: Dealing with Sensor Faults in Water Distribution Networks. (). , 2022 -
2021 | Konferenzbeitrag | PUB-ID: 2959428Fast Non-Parametric Conditional Density Estimation using Moment TreesPUB
Hinder, Fabian, Fast Non-Parametric Conditional Density Estimation using Moment Trees. (). Piscataway, NJ, 2021 -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960687Online Learning on Non-Stationary Data Streams for Image Recognition using Deep EmbeddingsPUB | DOI
Vaquet, Valerie, Online Learning on Non-Stationary Data Streams for Image Recognition using Deep Embeddings. (). , 2021 -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960754A Shape-Based Method for Concept Drift Detection and Signal DenoisingPUB | DOI
Hinder, Fabian, A Shape-Based Method for Concept Drift Detection and Signal Denoising. 2021 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings (). Piscataway, NJ, 2021 -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960755Fast Non-Parametric Conditional Density Estimation using Moment TreesPUB | DOI
Hinder, Fabian, Fast Non-Parametric Conditional Density Estimation using Moment Trees. 2021 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings (). Piscataway, NJ, 2021 -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960685Investigating Intensity and Transversal Drift in Hyperspectral Imaging DataPUB | DOI
Vaquet, Valerie, Investigating Intensity and Transversal Drift in Hyperspectral Imaging Data. ESANN 2021 proceedings (). Louvain-la-Neuve (Belgium), 2021 -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2957373Contrastive Explanations for Explaining Model AdaptationsPUB | DOI
Artelt, André, Contrastive Explanations for Explaining Model Adaptations. Advances in Computational Intelligence. 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16–18, 2021, Proceedings, Part I (). Cham, 2021 -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2962747Evaluating Robustness of Counterfactual ExplanationsPUB | DOI
Artelt, André, Evaluating Robustness of Counterfactual Explanations. 2021 IEEE Symposium Series on Computational Intelligence (SSCI) (). Piscataway, NJ, 2021 -
2020 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2958328Balanced SAM-kNN: Online Learning with Heterogeneous Drift and Imbalanced DataPUB | DOI
Vaquet, Valerie, Balanced SAM-kNN: Online Learning with Heterogeneous Drift and Imbalanced Data. Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II 12397 (). Cham, 2020 -
2019 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2935044Continuous online user authentication based on keystroke dynamicsPUB | Dateien verfügbar
Artelt, André, Continuous online user authentication based on keystroke dynamics. (). , 2019