41 Publikationen
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2783224Adaptive structure metrics for automated feedback provision in intelligent tutoring systemsPUB | PDF | DOI | WoS
Paaßen, Benjamin, Adaptive structure metrics for automated feedback provision in intelligent tutoring systems. Neurocomputing 192 (SI). , 2016 -
2016 | Bielefelder E-Dissertation | PUB-ID: 2900425Dissimilarity-based learning for complex dataPUB | PDF
Mokbel, Bassam, Dissimilarity-based learning for complex data. (). Bielefeld, 2016 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2752948Learning Feedback in Intelligent Tutoring Systems. Report of the FIT Project, Conducted from December 2011 to March 2015PUB | PDF | DOI | Download (ext.) | WoS
Gross, Sebastian, Learning Feedback in Intelligent Tutoring Systems. Report of the FIT Project, Conducted from December 2011 to March 2015. KI - Künstliche Intelligenz 29 (4). , 2015 -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2903777Inferring Feature Relevances From Metric LearningPUB | PDF | DOI
Schulz, Alexander, Inferring Feature Relevances From Metric Learning. 2015 IEEE Symposium Series on Computational Intelligence (). Piscataway, NJ, 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2710031Metric learning for sequences in relational LVQPUB | PDF | DOI | Download (ext.) | WoS
Mokbel, Bassam, Metric learning for sequences in relational LVQ. Neurocomputing 169 (SI). , 2015 -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2724156Adaptive structure metrics for automated feedback provision in Java programmingPUB | PDF
Paaßen, Benjamin, Adaptive structure metrics for automated feedback provision in Java programming. Proceedings of the ESANN, 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (). , 2015 -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2762087A Toolbox for Adaptive Sequence Dissimilarity Measures for Intelligent Tutoring SystemsPUB | Download (ext.)
Paaßen, Benjamin, A Toolbox for Adaptive Sequence Dissimilarity Measures for Intelligent Tutoring Systems. Proceedings of the 8th International Conference on Educational Data Mining (). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2752955Autonomous Learning of RepresentationsPUB | PDF | DOI | Download (ext.) | WoS
Walter, Oliver, Autonomous Learning of Representations. KI - Künstliche Intelligenz 29 (4). , 2015 -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2783369Towards Dimensionality Reduction for Smart Home Sensor DataPUB | PDF | Download (ext.)
Mokbel, Bassam, Towards Dimensionality Reduction for Smart Home Sensor Data. Proceedings of the Workshop New Challenges in Neural Computation (NC² 2015) (3). , 2015 -
2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982100How to Select an Example? A Comparison of Selection Strategies in Example-Based LearningPUB | DOI
Gross, Sebastian, How to Select an Example? A Comparison of Selection Strategies in Example-Based Learning. Intelligent Tutoring Systems (). Cham, 2014 -
2014 | Konferenzbeitrag | PUB-ID: 2909360How to Select an Example? A Comparison of Selection Strategies in Example-Based LearningPUB
Gross, Sebastian, How to Select an Example? A Comparison of Selection Strategies in Example-Based Learning. Intelligent Tutoring Systems 8474 (). , 2014 -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2673554Adaptive distance measures for sequential dataPUB | PDF
Mokbel, Bassam, Adaptive distance measures for sequential data. ESANN, 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (). Bruges, Belgium, 2014 -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2734058Example-based feedback provision using structured solution spacesPUB | DOI | Download (ext.)
Gross, Sebastian, Example-based feedback provision using structured solution spaces. International Journal of Learning Technology 9 (3). , 2014 -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2710067Efficient Adaptation of Structure Metrics in Prototype-Based ClassificationPUB | PDF | DOI | Download (ext.)
Mokbel, Bassam, Efficient Adaptation of Structure Metrics in Prototype-Based Classification. Artificial Neural Networks and Machine Learning - ICANN 2014 - 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings 8681 (). , 2014 -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2623500Nonlinear dimensionality reduction for cluster identification in metagenomic samplesPUB | DOI
Gisbrecht, Andrej, Nonlinear dimensionality reduction for cluster identification in metagenomic samples. 17th International Conference on Information Visualisation IV 2013 (). Piscataway, NJ, 2013 -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625185Domain-Independent Proximity Measures in Intelligent Tutoring SystemsPUB | Download (ext.)
Mokbel, Bassam, Domain-Independent Proximity Measures in Intelligent Tutoring Systems. Proceedings of the 6th International Conference on Educational Data Mining (EDM) (). , 2013 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2612736Visualizing the quality of dimensionality reductionPUB | DOI | WoS
Mokbel, Bassam, Visualizing the quality of dimensionality reduction. Neurocomputing 112 (). , 2013 -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2670686Towards a Domain-Independent ITS Middleware ArchitecturePUB | DOI | WoS
Gross, Sebastian, Towards a Domain-Independent ITS Middleware Architecture. 2013 IEEE 13th International Conference on Advanced Learning Technologies (). , 2013 -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625207Towards Providing Feedback to Students in Absence of Formalized Domain ModelsPUB
Gross, Sebastian, Towards Providing Feedback to Students in Absence of Formalized Domain Models. AIED (). , 2013 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982108Linear basis-function t-SNE for fast nonlinear dimensionality reductionPUB | DOI
Gisbrecht, Andrej, Linear basis-function t-SNE for fast nonlinear dimensionality reduction. The 2012 International Joint Conference on Neural Networks (IJCNN) (). , 2012 -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2625232Linear Time Relational Prototype Based LearningPUB | DOI | WoS | PubMed | Europe PMC
Gisbrecht, Andrej, Linear Time Relational Prototype Based Learning. International Journal of Neural Systems 22 (05). , 2012 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625260Out-of-sample kernel extensions for nonparametric dimensionality reductionPUB
Gisbrecht, Andrej, Out-of-sample kernel extensions for nonparametric dimensionality reduction. ESANN 2012 (). , 2012 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2536426How to Quantitatively Compare Data Dissimilarities for Unsupervised Machine Learning?PUB | PDF | DOI
Mokbel, Bassam, How to Quantitatively Compare Data Dissimilarities for Unsupervised Machine Learning?. Artificial Neural Networks in Pattern Recognition. 5th INNS IAPR TC 3 GIRPR Workshop, ANNPR 2012. Proceedings 7477 (). , 2012 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625276Linear Basis-Function t-SNE for Fast Nonlinear Dimensionality ReductionPUB
Gisbrecht, Andrej, Linear Basis-Function t-SNE for Fast Nonlinear Dimensionality Reduction. IJCNN (). , 2012 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625242Feedback Provision Strategies in Intelligent Tutoring Systems Based on Clustered Solution SpacesPUB
Gross, Sebastian, Feedback Provision Strategies in Intelligent Tutoring Systems Based on Clustered Solution Spaces. DeLFI (). , 2012 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2536444Feedback Provision Strategies in Intelligent Tutoring Systems Based on Clustered Solution SpacesPUB | PDF
Gross, Sebastian, Feedback Provision Strategies in Intelligent Tutoring Systems Based on Clustered Solution Spaces. DeLFI 2012: Die 10. e-Learning Fachtagung Informatik 207 (). Hagen, Germany, 2012 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2534877Learning Relevant Time Points for Time-Series Data in the Life SciencesPUB | DOI
Schleif, Frank-Michael, Learning Relevant Time Points for Time-Series Data in the Life Sciences. ICANN (2) 7553 (). Berlin, Heidelberg, 2012 -
2012 | Konferenzbeitrag | PUB-ID: 2909356Visualizing the quality of dimensionality reductionPUB
Mokbel, Bassam, Visualizing the quality of dimensionality reduction. ESANN 2012 (). , 2012 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2534868White Box Classification of Dissimilarity DataPUB | DOI | WoS
Hammer, Barbara, White Box Classification of Dissimilarity Data. HAIS (1) (). Berlin, Heidelberg, 2012 -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982113Topographic Mapping of Dissimilarity DataPUB | DOI
Hammer, Barbara, Topographic Mapping of Dissimilarity Data. Advances in Self-Organizing Maps (). Berlin, Heidelberg, 2011 -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982111Prototype-Based Classification of Dissimilarity DataPUB | DOI
Hammer, Barbara, Prototype-Based Classification of Dissimilarity Data. Advances in Intelligent Data Analysis X (). Berlin, Heidelberg, 2011 -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982109A General Framework for Dimensionality Reduction for Large Data SetsPUB | DOI
Hammer, Barbara, A General Framework for Dimensionality Reduction for Large Data Sets. Advances in Self-Organizing Maps (). Berlin, Heidelberg, 2011 -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276485Topographic Mapping of Dissimilarity DataPUB
Hammer, Barbara, Topographic Mapping of Dissimilarity Data. WSOM'11 (). , 2011 -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276512A general framework for dimensionality reduction for large data setsPUB
Hammer, Barbara, A general framework for dimensionality reduction for large data sets. WSOM'11 (). , 2011 -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2276531Relational Generative Topographic MappingPUB | DOI | WoS
Gisbrecht, Andrej, Relational Generative Topographic Mapping. Neurocomputing 74 (9). , 2011 -
2010 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982117Visualizing Dissimilarity Data Using Generative Topographic MappingPUB | DOI
Gisbrecht, Andrej, Visualizing Dissimilarity Data Using Generative Topographic Mapping. KI 2010: Advances in Artificial Intelligence (). Berlin, Heidelberg, 2010 -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276543The Nystrom approximation for relational generative topographic mappingsPUB
Gisbrecht, Andrej, The Nystrom approximation for relational generative topographic mappings. NIPS workshop on challenges of Data Visualization (). , 2010 -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276547On the effect of clustering on quality assessment measures for dimensionality reductionPUB
Mokbel, Bassam, On the effect of clustering on quality assessment measures for dimensionality reduction. NIPS workshop on Challenges of Data Visualization (). , 2010 -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1993452Relational Generative Topographic MapPUB
Gisbrecht, Andrej, Relational Generative Topographic Map. ESANN'10 (). Evere, 2010 -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1993457Visualizing Dissimilarity Data using generative topographic mappingPUB
Gisbrecht, Andrej, Visualizing Dissimilarity Data using generative topographic mapping. KI'2010 (). , 2010 -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1993835Graph-based Representation of Symbolic Musical DataPUB | DOI
Mokbel, Bassam, Graph-based Representation of Symbolic Musical Data. Graph-Based Representation in Pattern Recognition (GbRPR 2009). Lecture Notes in Computer Science, 5534 5534 (). Berlin, 2009