Graph-Based Representation of Symbolic Musical Data. - Bassam Mokbel; Alexander Hasenfuss; Barbara Hammer (GbRPR, 2009)

Relational Generative Topographic Map. - Andrej Gisbrecht; Bassam Mokbel; Barbara Hammer (ESANN, 2010)

Visualizing Dissimilarity Data Using Generative Topographic Mapping. - Andrej Gisbrecht; Bassam Mokbel; Alexander Hasenfuss; Barbara Hammer (KI, 2010)

Prototype-Based Classification of Dissimilarity Data. - Barbara Hammer; Bassam Mokbel; Frank-Michael Schleif; Xibin Zhu (IDA, 2011)

A General Framework for Dimensionality Reduction for Large Data Sets. - Barbara Hammer; Michael Biehl; Kerstin Bunte; Bassam Mokbel (WSOM, 2011)

Topographic Mapping of Dissimilarity Data. - Barbara Hammer; Andrej Gisbrecht; Alexander Hasenfuss; Bassam Mokbel; Frank-Michael Schleif; Xibin Zhu (WSOM, 2011)

How to Evaluate Dimensionality Reduction? - Improving the Co-ranking Matrix - Wouter Lueks; Bassam Mokbel; Michael Biehl; Barbara Hammer (CoRR, 2011)

Relational generative topographic mapping. - Andrej Gisbrecht; Bassam Mokbel; Barbara Hammer (Neurocomputing, 2011)

How to Quantitatively Compare Data Dissimilarities for Unsupervised Machine Learning? - Bassam Mokbel; Sebastian Gross; Markus Lux; Niels Pinkwart; Barbara Hammer (ANNPR, 2012)

Feedback Provision Strategies in Intelligent Tutoring Systems Based on Clustered Solution Spaces. - Sebastian Gross; Bassam Mokbel; Barbara Hammer; Niels Pinkwart (DeLFI, 2012)

Out-of-sample kernel extensions for nonparametric dimensionality reduction. - Andrej Gisbrecht; Wouter Lueks; Bassam Mokbel; Barbara Hammer (ESANN, 2012)

Visualizing the quality of dimensionality reduction. - Bassam Mokbel; Wouter Lueks; Andrej Gisbrecht; Michael Biehl; Barbara Hammer (ESANN, 2012)

White Box Classification of Dissimilarity Data. - Barbara Hammer; Bassam Mokbel; Frank-Michael Schleif; Xibin Zhu (HAIS (1), 2012)

Learning Relevant Time Points for Time-Series Data in the Life Sciences. - Frank-Michael Schleif; Bassam Mokbel; Andrej Gisbrecht; Leslie Theunissen; Volker Dürr; Barbara Hammer (ICANN (2), 2012)

Linear basis-function t-SNE for fast nonlinear dimensionality reduction. - Andrej Gisbrecht; Bassam Mokbel; Barbara Hammer (IJCNN, 2012)

Linear Time Relational Prototype Based Learning. - Andrej Gisbrecht; Bassam Mokbel; Frank-Michael Schleif; Xibin Zhu; Barbara Hammer (Int. J. Neural Syst., 2012)

Interview with Helge Ritter. - Bassam Mokbel (Künstliche Intell., 2012)

Towards Providing Feedback to Students in Absence of Formalized Domain Models. - Sebastian Gross; Bassam Mokbel; Barbara Hammer; Niels Pinkwart (AIED, 2013)

Domain-Independent Proximity Measures in Intelligent Tutoring Systems. - Bassam Mokbel; Sebastian Gross; Benjamin Paaßen; Niels Pinkwart; Barbara Hammer (EDM, 2013)

Towards a Domain-Independent ITS Middleware Architecture. - Sebastian Gross; Bassam Mokbel; Barbara Hammer; Niels Pinkwart (ICALT, 2013)

Nonlinear Dimensionality Reduction for Cluster Identification in Metagenomic Samples. - Andrej Gisbrecht; Barbara Hammer; Bassam Mokbel; Alexander Sczyrba (IV, 2013)

Visualizing the quality of dimensionality reduction. - Bassam Mokbel; Wouter Lueks; Andrej Gisbrecht; Barbara Hammer (Neurocomputing, 2013)

Adaptive distance measures for sequential data. - Bassam Mokbel; Benjamin Paaßen; Barbara Hammer (ESANN, 2014)

Efficient Adaptation of Structure Metrics in Prototype-Based Classification. - Bassam Mokbel; Benjamin Paaßen; Barbara Hammer (ICANN, 2014)

How to Select an Example? A Comparison of Selection Strategies in Example-Based Learning. - Sebastian Gross; Bassam Mokbel; Barbara Hammer; Niels Pinkwart (Intelligent Tutoring Systems, 2014)

Example-based feedback provision using structured solution spaces. - Sebastian Gross; Bassam Mokbel; Benjamin Paaßen; Barbara Hammer; Niels Pinkwart (Int. J. Learn. Technol., 2014)

A Toolbox for Adaptive Sequence Dissimilarity Measures for Intelligent Tutoring Systems. - Benjamin Paaßen; Bassam Mokbel; Barbara Hammer (EDM, 2015)

Adaptive structure metrics for automated feedback provision in Java programming. - Benjamin Paassen; Bassam Mokbel; Barbara Hammer (ESANN, 2015)

Inferring Feature Relevances From Metric Learning. - Alexander Schulz 001; Bassam Mokbel; Michael Biehl; Barbara Hammer (SSCI, 2015)

Metric learning for sequences in relational LVQ. - Bassam Mokbel; Benjamin Paaßen; Frank-Michael Schleif; Barbara Hammer (Neurocomputing, 2015)

Learning Feedback in Intelligent Tutoring Systems - Report of the FIT Project, Conducted from December 2011 to March 2015. - Sebastian Gross; Bassam Mokbel; Barbara Hammer; Niels Pinkwart (Künstliche Intell., 2015)

Autonomous Learning of Representations. - Oliver Walter; Reinhold Haeb-Umbach; Bassam Mokbel; Benjamin Paaßen; Barbara Hammer (Künstliche Intell., 2015)

Adaptive structure metrics for automated feedback provision in intelligent tutoring systems. - Benjamin Paaßen; Bassam Mokbel; Barbara Hammer (Neurocomputing, 2016)

Dissimilarity-based learning for complex data. - Bassam Mokbel (2016)