11 Publikationen
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2016 | Preprint | Veröffentlicht | PUB-ID: 2901439A Probabilistic Model with Adaptive RejectionPUB
Fischer, Lydia, A Probabilistic Model with Adaptive Rejection. Machine Learning Reports, MLR-01-2016:1-19 (). , 2016 -
2016 | Konferenzbeitrag | PUB-ID: 2905195Online Metric Learning for an Adaptation to Confidence DriftPUB
Fischer, Lydia, Online Metric Learning for an Adaptation to Confidence Drift. Proceedings of International Joint Conference on Neural Networks (IJCNN) (). Vancouver, 2016 -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2905193Optimal local rejection for classifiersPUB | DOI | WoS
Fischer, Lydia, Optimal local rejection for classifiers. Neurocomputing 214 (). , 2016 -
2016 | Bielefelder E-Dissertation | PUB-ID: 2906747Rejection and online learning with prototype-based classifiers in adaptive metrical spacesPUB | PDF
Fischer, Lydia, Rejection and online learning with prototype-based classifiers in adaptive metrical spaces. (). Bielefeld, 2016 -
2015 | Preprint | PUB-ID: 2774656Optimum Reject Options for Prototype-based ClassificationPUB | arXiv
Fischer, Lydia, Optimum Reject Options for Prototype-based Classification. (). , 2015 -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2774707Certainty-based Prototype Insertion/Deletion for Classification with Metric AdaptationPUB
Fischer, Lydia, Certainty-based Prototype Insertion/Deletion for Classification with Metric Adaptation. ESANN, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (). , 2015 -
2015 | Konferenzbeitrag | PUB-ID: 2774721Combining Offline and Online Classifiers for Life-long LearningPUB
Fischer, Lydia, Combining Offline and Online Classifiers for Life-long Learning. IJCNN, International Joint Conference on Neural Networks (). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2772413Efficient rejection strategies for prototype-based classificationPUB | DOI | WoS
Fischer, Lydia, Efficient rejection strategies for prototype-based classification. Neurocomputing 169 (SI). , 2015 -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2774643Rejection Strategies for Learning Vector Quantization – A Comparison of Probabilistic and Deterministic ApproachesPUB | DOI
Fischer, Lydia, Rejection Strategies for Learning Vector Quantization – A Comparison of Probabilistic and Deterministic Approaches. Advances in Self-Organizing Maps and Learning Vector Quantization 295 (). Cham, 2014 -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2673548Rejection strategies for learning vector quantizationPUB
Fischer, Lydia, Rejection strategies for learning vector quantization. ESANN, 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (). Bruges, Belgium, 2014 -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2774498Local Rejection Strategies for Learning Vector QuantizationPUB | DOI
Fischer, Lydia, Local Rejection Strategies for Learning Vector Quantization. Artificial Neural Networks and Machine Learning – ICANN 2014 8681 (). Cham, 2014