11 Publikationen
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2016 | Preprint | Veröffentlicht | PUB-ID: 2901439A Probabilistic Model with Adaptive RejectionPUB
Fischer L, Villmann T (2016)
Machine Learning Reports, MLR-01-2016:1-19. -
2016 | Konferenzbeitrag | PUB-ID: 2905195Online Metric Learning for an Adaptation to Confidence DriftPUB
Fischer L, Hammer B, Wersing H (2016)
In: Proceedings of International Joint Conference on Neural Networks (IJCNN). Vancouver: IEEE: 748-755. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2905193Optimal local rejection for classifiersPUB | DOI | WoS
Fischer L, Hammer B, Wersing H (2016)
Neurocomputing 214: 445-457. -
2016 | Bielefelder E-Dissertation | PUB-ID: 2906747
Rejection and online learning with prototype-based classifiers in adaptive metrical spacesPUB | PDF
Fischer L (2016)
Bielefeld: Universität Bielefeld. -
2015 | Preprint | PUB-ID: 2774656Optimum Reject Options for Prototype-based ClassificationPUB | arXiv
Fischer L, Hammer B, Wersing H (2015) . -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2774707Certainty-based Prototype Insertion/Deletion for Classification with Metric AdaptationPUB
Fischer L, Hammer B, Wersing H (2015)
In: ESANN, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. 7-12. -
2015 | Konferenzbeitrag | PUB-ID: 2774721Combining Offline and Online Classifiers for Life-long LearningPUB
Fischer L, Hammer B, Wersing H (2015)
In: IJCNN, International Joint Conference on Neural Networks. 2808-2815. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2772413Efficient rejection strategies for prototype-based classificationPUB | DOI | WoS
Fischer L, Hammer B, Wersing H (2015)
Neurocomputing 169(SI): 334-342. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2774643Rejection Strategies for Learning Vector Quantization – A Comparison of Probabilistic and Deterministic ApproachesPUB | DOI
Fischer L, Nebel D, Villmann T, Hammer B, Wersing H (2014)
In: Advances in Self-Organizing Maps and Learning Vector Quantization. Villmann T, Schleif F-M, Kaden M, Lange M (Eds); Advances in Intelligent Systems and Computing, 295. Cham: Springer International Publishing: 109-118. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2673548Rejection strategies for learning vector quantizationPUB
Fischer L, Hammer B, Wersing H (2014)
In: ESANN, 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Verleysen M (Ed); Bruges, Belgium: i6doc.com: 41-46. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2774498Local Rejection Strategies for Learning Vector QuantizationPUB | DOI
Fischer L, Hammer B, Wersing H (2014)
In: Artificial Neural Networks and Machine Learning – ICANN 2014. Wermter S, Weber C, Duch W, Honkela T, Koprinkova-Hristova P, Magg S, Palm G, Villa AEP (Eds); Lecture Notes in Computer Science, 8681. Cham: Springer International Publishing: 563-570.