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17 Publikationen

2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2914505
Paaßen, Benjamin, Schulz, Alexander, Hahne, Janne, and Hammer, Barbara. 2018. “Expectation maximization transfer learning and its application for bionic hand prostheses”. Neurocomputing 298: 122-133.
PUB | DOI | Download (ext.) | WoS | arXiv
 
2018 | Datenpublikation | PUB-ID: 2919994
Paaßen, Benjamin. 2018. “Tree Edit Distance Learning via Adaptive Symbol Embeddings”. Bielefeld University. doi:10.4119/unibi/2919994.
PUB | Dateien verfügbar | DOI
 
2018 | Datenpublikation | PUB-ID: 2916990
Paaßen, Benjamin. 2018. “Median Generalized Learning Vector Quantization for Distance Data”. Bielefeld University. doi:10.4119/unibi/2916990.
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2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2919844
Paaßen, Benjamin, Gallicchio, Claudio, Micheli, Alessio, and Hammer, Barbara. 2018. “Tree Edit Distance Learning via Adaptive Symbol Embeddings”. In Proceedings of the 35th International Conference on Machine Learning (ICML 2018), ed. Jennifer Dy and Andreas Krause, 80:3973-3982. Proceedings of Machine Learning Research.
PUB | Download (ext.) | arXiv
 
2017 | Datenpublikation | PUB-ID: 2912671
Paaßen, Benjamin, and Schulz, Alexander. 2017. “Linear Supervised Transfer Learning Toolbox”. Bielefeld University. doi:10.4119/unibi/2912671.
PUB | Dateien verfügbar | DOI
 
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2783224
Paaßen, Benjamin, Mokbel, Bassam, and Hammer, Barbara. 2016. “Adaptive structure metrics for automated feedback provision in intelligent tutoring systems”. Neurocomputing 192 (SI): 3-13.
PUB | PDF | DOI | WoS
 
2015 | Bielefelder E-Dissertation | PUB-ID: 2733228
Zhu, Xibin. 2015. Adaptive prototype-based dissimilarity learning. Bielefeld: Universitätsbibliothek Bielefeld.
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2772407
Nebel, David, Hammer, Barbara, Frohberg, Kathleen, and Villmann, Thomas. 2015. “Median variants of learning vector quantization for learning of dissimilarity data”. Neurocomputing 169 (SI): 295-305.
PUB | DOI | WoS
 
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2776021
Losing, Viktor, Hammer, Barbara, and Wersing, Heiko. 2015. “Interactive Online Learning for Obstacle Classification on a Mobile Robot”. Presented at the International Joint Conference on Neural Networks, Killarney, Ireland . IEEE.
PUB | PDF | DOI
 
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2673554
Mokbel, Bassam, Paaßen, Benjamin, and Hammer, Barbara. 2014. “Adaptive distance measures for sequential data”. In ESANN, 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ed. Michel Verleysen, 265-270. Bruges, Belgium: i6doc.com.
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2710067
Mokbel, Bassam, Paaßen, Benjamin, and Hammer, Barbara. 2014. “Efficient Adaptation of Structure Metrics in Prototype-Based Classification”. In Artificial Neural Networks and Machine Learning - ICANN 2014 - 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings, ed. Stefan Wermter, Cornelius Weber, Włodzisław Duch, Timo Honkela, Petia Koprinkova-Hristova, Sven Magg, Günther Palm, and Allessandro Villa, 8681:571-578. Lecture Notes in Computer Science. Springer.
PUB | PDF | DOI | Download (ext.)
 
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2622151
Giotis, Ioannis, Bunte, Kerstin, Petkov, Nicolai, and Biehl, Michael. 2013. “Adaptive Matrices and Filters for Color Texture Classification”. Journal Of Mathematical Imaging And Vision 47 (1-2): 79-92.
PUB | DOI | WoS
 
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2489405
Bunte, Kerstin, Schneider, Petra, Hammer, Barbara, Schleif, Frank-Michael, Villmann, Thomas, and Biehl, Michael. 2012. “Limited Rank Matrix Learning, discriminative dimension reduction and visualization”. Neural Networks 26: 159-173.
PUB | DOI | WoS | PubMed | Europe PMC
 
2010 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1796195
Schneider, Petra, Biehl, Michael, and Hammer, Barbara. 2010. “Hyperparameter learning in probabilistic prototype-based models”. Neurocomputing 73 (7-9): 1117-1124.
PUB | DOI | WoS
 
2010 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1796189
Bunte, Kerstin, Hammer, Barbara, Wismueller, Axel, and Biehl, Michael. 2010. “Adaptive local dissimilarity measures for discriminative dimension reduction of labeled data”. Neurocomputing 73 (7-9): 1074-1092.
PUB | DOI | WoS
 
2010 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1795962
Schneider, Petra, Bunte, Kerstin, Stiekema, Han, Hammer, Barbara, Villmann, Thomas, and Biehl, Michael. 2010. “Regularization in Matrix Relevance Learning”. IEEE Transactions on Neural Networks 21 (5): 831-840.
PUB | DOI | WoS | PubMed | Europe PMC
 
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1969815
Denecke, Alexander, Wersing, Heiko, Steil, Jochen J., and Körner, Edgar. 2009. “Online figure-ground segmentation with adaptive metrics in Generalized LVQ”. Neurocomputing 72 (7-9): 1470-1482.
PUB | DOI | WoS
 

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