41 Publikationen
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2752948Gross S, Mokbel B, Hammer B, Pinkwart N (2015)PUB | PDF | DOI | Download (ext.) | WoS
Learning Feedback in Intelligent Tutoring Systems. Report of the FIT Project, Conducted from December 2011 to March 2015.
KI - Künstliche Intelligenz 29(4): 413-418. -
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2710031Mokbel B, Paaßen B, Schleif F-M, Hammer B (2015)PUB | PDF | DOI | Download (ext.) | WoS
Metric learning for sequences in relational LVQ.
Neurocomputing 169(SI): 306-322. -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2724156Paaßen B, Mokbel B, Hammer B (2015)PUB | PDF
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. -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2762087Paaßen B, Mokbel B, Hammer B (2015)PUB | Download (ext.)
A Toolbox for Adaptive Sequence Dissimilarity Measures for Intelligent Tutoring Systems.
In: Proceedings of the 8th International Conference on Educational Data Mining. Santos OC, Boticario JG, Romero C, Pechenizkiy M, Merceron A, Mitros P, Luna JM, Mihaescu C, Moreno P, Hershkovitz A, Ventura S, Desmarais M (Eds); International Educational Datamining Society: 632-632. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2752955Walter O, Häb-Umbach R, Mokbel B, Paaßen B, Hammer B (2015)PUB | PDF | DOI | Download (ext.) | WoS
Autonomous Learning of Representations.
KI - Künstliche Intelligenz 29(4): 339–351. -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2783369Mokbel B, Schulz A (2015)PUB | PDF | Download (ext.)
Towards Dimensionality Reduction for Smart Home Sensor Data.
In: Proceedings of the Workshop New Challenges in Neural Computation (NC² 2015). Hammer B, Martinetz T, Villmann T (Eds); Machine Learning Reports, 41-48. -
2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982100Gross S, Mokbel B, Hammer B, Pinkwart N (2014)PUB | DOI
How to Select an Example? A Comparison of Selection Strategies in Example-Based Learning.
In: Intelligent Tutoring Systems. Trausan-Matu S, Boyer KE, Crosby M, Panourgia K (Eds); Lecture Notes in Computer Science, Cham: Springer International Publishing: 340-347. -
2014 | Konferenzbeitrag | PUB-ID: 2909360Gross S, Mokbel B, Hammer B, Pinkwart N (2014)PUB
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, Panourgia K (Eds); Lecture Notes in Computer Science, 8474. Springer: 340-347. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2673554Mokbel B, Paaßen B, Hammer B (2014)PUB | PDF
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. -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2734058Gross S, Mokbel B, Paaßen B, Hammer B, Pinkwart N (2014)PUB | DOI | Download (ext.)
Example-based feedback provision using structured solution spaces.
International Journal of Learning Technology 9(3): 248-280. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2710067Mokbel B, Paaßen B, Hammer B (2014)PUB | PDF | DOI | Download (ext.)
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, Villa A (Eds); Lecture Notes in Computer Science, 8681. Springer: 571-578. -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2623500Gisbrecht A, Hammer B, Mokbel B, Sczyrba A (2013)PUB | DOI
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. -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625185Mokbel B, Gross S, Paaßen B, Pinkwart N, Hammer B (2013)PUB | Download (ext.)
Domain-Independent Proximity Measures in Intelligent Tutoring Systems.
In: Proceedings of the 6th International Conference on Educational Data Mining (EDM). D'Mello SK, Calvo RA, Olney A (Eds); 334-335. -
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625207Gross S, Mokbel B, Hammer B, Pinkwart N (2013)PUB
Towards Providing Feedback to Students in Absence of Formalized Domain Models.
In: AIED. 644-648. -
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2625232Gisbrecht A, Mokbel B, Schleif F-M, Zhu X, Hammer B (2012)PUB | DOI | WoS | PubMed | Europe PMC
Linear Time Relational Prototype Based Learning.
International Journal of Neural Systems 22(05): 1250021. -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625260Gisbrecht A, Lueks W, Mokbel B, Hammer B (2012)PUB
Out-of-sample kernel extensions for nonparametric dimensionality reduction.
In: ESANN 2012. 531-536. -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2536426Mokbel B, Gross S, Lux M, Pinkwart N, Hammer B (2012)PUB | PDF | DOI
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, Trentin E (Eds); Lecture Notes in Artificial Intelligence, 7477. Springer Berlin Heidelberg: 1-13. -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625276Gisbrecht A, Mokbel B, Hammer B (2012)PUB
Linear Basis-Function t-SNE for Fast Nonlinear Dimensionality Reduction.
In: IJCNN. . -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625242Gross S, Mokbel B, Hammer B, Pinkwart N (2012)PUB
Feedback Provision Strategies in Intelligent Tutoring Systems Based on Clustered Solution Spaces.
In: DeLFI. 27-38. -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2536444Gross S, Mokbel B, Hammer B, Pinkwart N (2012)PUB | PDF
Feedback Provision Strategies in Intelligent Tutoring Systems Based on Clustered Solution Spaces.
In: DeLFI 2012: Die 10. e-Learning Fachtagung Informatik. Desel J, Haake JM, Spannagel C, Gesellschaft für Informatik (Eds); GI-Edition : Proceedings, 207. Hagen, Germany: Köllen: 27-38. -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2534877Schleif F-M, Mokbel B, Gisbrecht A, Theunissen L, Dürr V, Hammer B (2012)PUB | DOI
Learning Relevant Time Points for Time-Series Data in the Life Sciences.
In: ICANN (2). Lecture Notes in Computer Science, 7553. Berlin, Heidelberg: Springer Berlin Heidelberg: 531-539. -
2012 | Konferenzbeitrag | PUB-ID: 2909356Mokbel B, Lueks W, Gisbrecht A, Biehl M, Hammer B (2012)PUB
Visualizing the quality of dimensionality reduction.
In: ESANN 2012. Verleysen M (Ed); 179--184. -
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982113Hammer B, Gisbrecht A, Hasenfuss A, Mokbel B, Schleif F-M, Zhu X (2011)PUB | DOI
Topographic Mapping of Dissimilarity Data.
In: Advances in Self-Organizing Maps. Laaksonen J, Honkela T (Eds); Lecture Notes in Computer Science, Berlin, Heidelberg: Springer Berlin Heidelberg: 1-15. -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982111Hammer B, Mokbel B, Schleif F-M, Zhu X (2011)PUB | DOI
Prototype-Based Classification of Dissimilarity Data.
In: Advances in Intelligent Data Analysis X. Gama J, Bradley E, Hollmén J (Eds); Lecture Notes in Computer Science, Berlin, Heidelberg: Springer Berlin Heidelberg: 185-197. -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982109Hammer B, Biehl M, Bunte K, Mokbel B (2011)PUB | DOI
A General Framework for Dimensionality Reduction for Large Data Sets.
In: Advances in Self-Organizing Maps. Laaksonen J, Honkela T (Eds); Lecture Notes in Computer Science, Berlin, Heidelberg: Springer Berlin Heidelberg: 277-287. -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276485Hammer B, Gisbrecht A, Hasenfuss A, Mokbel B, Schleif F-M, Zhu X (2011)PUB
Topographic Mapping of Dissimilarity Data.
In: WSOM'11. . -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276512Hammer B, Biehl M, Bunte K, Mokbel B (2011)PUB
A general framework for dimensionality reduction for large data sets.
In: WSOM'11. . -
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2010 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982117Gisbrecht A, Mokbel B, Hasenfuss A, Hammer B (2010)PUB | DOI
Visualizing Dissimilarity Data Using Generative Topographic Mapping.
In: KI 2010: Advances in Artificial Intelligence. Dillmann R, Beyerer J, Hanebeck UD, Schultz T (Eds); Lecture Notes in Computer Science, Berlin, Heidelberg: Springer Berlin Heidelberg: 227-237. -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276543Gisbrecht A, Mokbel B, Hammer B (2010)PUB
The Nystrom approximation for relational generative topographic mappings.
In: NIPS workshop on challenges of Data Visualization. . -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276547Mokbel B, Gisbrecht A, Hammer B (2010)PUB
On the effect of clustering on quality assessment measures for dimensionality reduction.
In: NIPS workshop on Challenges of Data Visualization. . -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1993452Gisbrecht A, Mokbel B, Hammer B (2010)PUB
Relational Generative Topographic Map.
In: ESANN'10. Verleysen M (Ed); Evere: D side: 277-282. -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1993457Gisbrecht A, Mokbel B, Hasenfuss A, Hammer B (2010)PUB
Visualizing Dissimilarity Data using generative topographic mapping.
In: KI'2010. Dillmann R, Beyerer J, Hanebeck UD, Schulz T (Eds); 227-237. -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1993835Mokbel B, Hasenfuss A, Hammer B (2009)PUB | DOI
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, International Association for Pattern Recognition. Technical Committee on Graph Based Representations (Eds); Lecture notes in computer science, 5534. Berlin: Springer: 42-51.