41 Publikationen
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2752948Gross, S., Mokbel, B., Hammer, B., and Pinkwart, N. (2015). Learning Feedback in Intelligent Tutoring Systems. Report of the FIT Project, Conducted from December 2011 to March 2015. KI - Künstliche Intelligenz 29, 413-418.PUB | PDF | DOI | Download (ext.) | WoS
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2710031Mokbel, B., Paaßen, B., Schleif, F. - M., and Hammer, B. (2015). Metric learning for sequences in relational LVQ. Neurocomputing 169, 306-322.PUB | PDF | DOI | Download (ext.) | WoS
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2724156Paaßen, B., Mokbel, B., and Hammer, B. (2015). “Adaptive structure metrics for automated feedback provision in Java programming” in Proceedings of the ESANN, 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Verleysen, M. ed. 307-312.PUB | PDF
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2762087Paaßen, B., Mokbel, B., and Hammer, B. (2015). “A Toolbox for Adaptive Sequence Dissimilarity Measures for Intelligent Tutoring Systems” in Proceedings of the 8th International Conference on Educational Data Mining, Santos, O. C., Boticario, J. G., Romero, C., Pechenizkiy, M., Merceron, A., Mitros, P., Luna, J. M., Mihaescu, C., Moreno, P., Hershkovitz, A., et al. eds. (International Educational Datamining Society), 632-632.PUB | Download (ext.)
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2752955Walter, O., Häb-Umbach, R., Mokbel, B., Paaßen, B., and Hammer, B. (2015). Autonomous Learning of Representations. KI - Künstliche Intelligenz 29, 339–351.PUB | PDF | DOI | Download (ext.) | WoS
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2783369Mokbel, B., and Schulz, A. (2015). “Towards Dimensionality Reduction for Smart Home Sensor Data” in Proceedings of the Workshop New Challenges in Neural Computation (NC² 2015), Hammer, B., Martinetz, T., and Villmann, T. eds. Machine Learning Reports 41-48.PUB | PDF | Download (ext.)
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2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982100Gross, S., Mokbel, B., Hammer, B., and Pinkwart, N. (2014). “How to Select an Example? A Comparison of Selection Strategies in Example-Based Learning” in Intelligent Tutoring Systems, Trausan-Matu, S., Boyer, K. E., Crosby, M., and Panourgia, K. eds. Lecture Notes in Computer Science (Cham: Springer International Publishing), 340-347.PUB | DOI
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2014 | Konferenzbeitrag | PUB-ID: 2909360Gross, S., Mokbel, B., Hammer, B., and Pinkwart, N. (2014). “How to Select an Example? A Comparison of Selection Strategies in Example-Based Learning” in Intelligent Tutoring Systems, Trausan-Matu, S., Elizabeth Boyer, K., E. Crosby, M., and Panourgia, K. eds. Lecture Notes in Computer Science, vol. 8474, (Springer), 340-347.PUB
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2673554Mokbel, B., Paaßen, B., and Hammer, B. (2014). “Adaptive distance measures for sequential data” in ESANN, 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Verleysen, M. ed. (Bruges, Belgium: i6doc.com), 265-270.PUB | PDF
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2734058Gross, S., Mokbel, B., Paaßen, B., Hammer, B., and Pinkwart, N. (2014). Example-based feedback provision using structured solution spaces. International Journal of Learning Technology 9, 248-280.PUB | DOI | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2710067Mokbel, B., Paaßen, B., and Hammer, B. (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, Wermter, S., Weber, C., Duch, W., Honkela, T., Koprinkova-Hristova, P., Magg, S., Palm, G., and Villa, A. eds. Lecture Notes in Computer Science, vol. 8681, (Springer), 571-578.PUB | PDF | DOI | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2623500Gisbrecht, A., Hammer, B., Mokbel, B., and Sczyrba, A. (2013). “Nonlinear dimensionality reduction for cluster identification in metagenomic samples” in 17th International Conference on Information Visualisation IV 2013, Banissi, E. ed. (Piscataway, NJ: IEEE), 174-179.PUB | DOI
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625185Mokbel, B., Gross, S., Paaßen, B., Pinkwart, N., and Hammer, B. (2013). “Domain-Independent Proximity Measures in Intelligent Tutoring Systems” in Proceedings of the 6th International Conference on Educational Data Mining (EDM), D'Mello, S. K., Calvo, R. A., and Olney, A. eds. 334-335.PUB | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625207Gross, S., Mokbel, B., Hammer, B., and Pinkwart, N. (2013). “Towards Providing Feedback to Students in Absence of Formalized Domain Models” in AIED 644-648.PUB
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2625232Gisbrecht, A., Mokbel, B., Schleif, F. - M., Zhu, X., and Hammer, B. (2012). Linear Time Relational Prototype Based Learning. International Journal of Neural Systems 22:1250021.PUB | DOI | WoS | PubMed | Europe PMC
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625260Gisbrecht, A., Lueks, W., Mokbel, B., and Hammer, B. (2012). “Out-of-sample kernel extensions for nonparametric dimensionality reduction” in ESANN 2012 531-536.PUB
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2536426Mokbel, B., Gross, S., Lux, M., Pinkwart, N., and Hammer, B. (2012). “How to Quantitatively Compare Data Dissimilarities for Unsupervised Machine Learning?” in Artificial Neural Networks in Pattern Recognition. 5th INNS IAPR TC 3 GIRPR Workshop, ANNPR 2012. Proceedings, Mana, N., Schwenker, F., and Trentin, E. eds. Lecture Notes in Artificial Intelligence, vol. 7477, (Springer Berlin Heidelberg), 1-13.PUB | PDF | DOI
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625276Gisbrecht, A., Mokbel, B., and Hammer, B. (2012). “Linear Basis-Function t-SNE for Fast Nonlinear Dimensionality Reduction” in IJCNN.PUB
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625242Gross, S., Mokbel, B., Hammer, B., and Pinkwart, N. (2012). “Feedback Provision Strategies in Intelligent Tutoring Systems Based on Clustered Solution Spaces” in DeLFI 27-38.PUB
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2536444Gross, S., Mokbel, B., Hammer, B., and Pinkwart, N. (2012). “Feedback Provision Strategies in Intelligent Tutoring Systems Based on Clustered Solution Spaces” in DeLFI 2012: Die 10. e-Learning Fachtagung Informatik, Desel, J., Haake, J. M., Spannagel, C., and Gesellschaft für Informatik eds. GI-Edition : Proceedings, vol. 207, (Hagen, Germany: Köllen), 27-38.PUB | PDF
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2534877Schleif, F. - M., Mokbel, B., Gisbrecht, A., Theunissen, L., Dürr, V., and Hammer, B. (2012). “Learning Relevant Time Points for Time-Series Data in the Life Sciences” in ICANN (2) Lecture Notes in Computer Science, vol. 7553, (Berlin, Heidelberg: Springer Berlin Heidelberg), 531-539.PUB | DOI
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2012 | Konferenzbeitrag | PUB-ID: 2909356Mokbel, B., Lueks, W., Gisbrecht, A., Biehl, M., and Hammer, B. (2012). “Visualizing the quality of dimensionality reduction” in ESANN 2012, Verleysen, M. ed. 179--184.PUB
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982113Hammer, B., Gisbrecht, A., Hasenfuss, A., Mokbel, B., Schleif, F. - M., and Zhu, X. (2011). “Topographic Mapping of Dissimilarity Data” in Advances in Self-Organizing Maps, Laaksonen, J., and Honkela, T. eds. Lecture Notes in Computer Science (Berlin, Heidelberg: Springer Berlin Heidelberg), 1-15.PUB | DOI
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982111Hammer, B., Mokbel, B., Schleif, F. - M., and Zhu, X. (2011). “Prototype-Based Classification of Dissimilarity Data” in Advances in Intelligent Data Analysis X, Gama, J., Bradley, E., and Hollmén, J. eds. Lecture Notes in Computer Science (Berlin, Heidelberg: Springer Berlin Heidelberg), 185-197.PUB | DOI
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982109Hammer, B., Biehl, M., Bunte, K., and Mokbel, B. (2011). “A General Framework for Dimensionality Reduction for Large Data Sets” in Advances in Self-Organizing Maps, Laaksonen, J., and Honkela, T. eds. Lecture Notes in Computer Science (Berlin, Heidelberg: Springer Berlin Heidelberg), 277-287.PUB | DOI
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276485Hammer, B., Gisbrecht, A., Hasenfuss, A., Mokbel, B., Schleif, F. - M., and Zhu, X. (2011). “Topographic Mapping of Dissimilarity Data” in WSOM'11.PUB
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276512Hammer, B., Biehl, M., Bunte, K., and Mokbel, B. (2011). “A general framework for dimensionality reduction for large data sets” in WSOM'11.PUB
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2010 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982117Gisbrecht, A., Mokbel, B., Hasenfuss, A., and Hammer, B. (2010). “Visualizing Dissimilarity Data Using Generative Topographic Mapping” in KI 2010: Advances in Artificial Intelligence, Dillmann, R., Beyerer, J., Hanebeck, U. D., and Schultz, T. eds. Lecture Notes in Computer Science (Berlin, Heidelberg: Springer Berlin Heidelberg), 227-237.PUB | DOI
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276543Gisbrecht, A., Mokbel, B., and Hammer, B. (2010). “The Nystrom approximation for relational generative topographic mappings” in NIPS workshop on challenges of Data Visualization.PUB
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276547Mokbel, B., Gisbrecht, A., and Hammer, B. (2010). “On the effect of clustering on quality assessment measures for dimensionality reduction” in NIPS workshop on Challenges of Data Visualization.PUB
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1993452Gisbrecht, A., Mokbel, B., and Hammer, B. (2010). “Relational Generative Topographic Map” in ESANN'10, Verleysen, M. ed. (Evere: D side), 277-282.PUB
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1993457Gisbrecht, A., Mokbel, B., Hasenfuss, A., and Hammer, B. (2010). “Visualizing Dissimilarity Data using generative topographic mapping” in KI'2010, Dillmann, R., Beyerer, J., Hanebeck, U. D., and Schulz, T. eds. 227-237.PUB
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1993835Mokbel, B., Hasenfuss, A., and Hammer, B. (2009). “Graph-based Representation of Symbolic Musical Data” in Graph-Based Representation in Pattern Recognition (GbRPR 2009). Lecture Notes in Computer Science, 5534, Torsello, A., Escolano, F., Brun, L., and International Association for Pattern Recognition. Technical Committee on Graph Based Representations eds. Lecture notes in computer science, vol. 5534, (Berlin: Springer), 42-51.PUB | DOI