BibTeX records: Bassam Mokbel

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@phdthesis{DBLP:phd/de/Mokbel16,
  author    = {Bassam Mokbel},
  title     = {Dissimilarity-based learning for complex data},
  school    = {Bielefeld University},
  year      = {2016},
  url       = {http://nbn-resolving.de/urn:nbn:de:hbz:361-29004254},
  urn       = {urn:nbn:de:hbz:361-29004254},
  timestamp = {Thu, 17 Mar 2016 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/phd/de/Mokbel16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PaassenMH16,
  author    = {Benjamin Paa{\ss}en and
               Bassam Mokbel and
               Barbara Hammer},
  title     = {Adaptive structure metrics for automated feedback provision in intelligent
               tutoring systems},
  journal   = {Neurocomputing},
  volume    = {192},
  pages     = {3--13},
  year      = {2016},
  url       = {https://doi.org/10.1016/j.neucom.2015.12.108},
  doi       = {10.1016/j.neucom.2015.12.108},
  timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ijon/PaassenMH16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MokbelPSH15,
  author    = {Bassam Mokbel and
               Benjamin Paa{\ss}en and
               Frank{-}Michael Schleif and
               Barbara Hammer},
  title     = {Metric learning for sequences in relational {LVQ}},
  journal   = {Neurocomputing},
  volume    = {169},
  pages     = {306--322},
  year      = {2015},
  url       = {https://doi.org/10.1016/j.neucom.2014.11.082},
  doi       = {10.1016/j.neucom.2014.11.082},
  timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ijon/MokbelPSH15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/WalterHMPH15,
  author    = {Oliver Walter and
               Reinhold Haeb{-}Umbach and
               Bassam Mokbel and
               Benjamin Paa{\ss}en and
               Barbara Hammer},
  title     = {Autonomous Learning of Representations},
  journal   = {{KI}},
  volume    = {29},
  number    = {4},
  pages     = {339--351},
  year      = {2015},
  url       = {https://doi.org/10.1007/s13218-015-0372-1},
  doi       = {10.1007/s13218-015-0372-1},
  timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ki/WalterHMPH15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/GrossMHP15,
  author    = {Sebastian Gross and
               Bassam Mokbel and
               Barbara Hammer and
               Niels Pinkwart},
  title     = {Learning Feedback in Intelligent Tutoring Systems - Report of the
               {FIT} Project, Conducted from December 2011 to March 2015},
  journal   = {{KI}},
  volume    = {29},
  number    = {4},
  pages     = {413--418},
  year      = {2015},
  url       = {https://doi.org/10.1007/s13218-015-0367-y},
  doi       = {10.1007/s13218-015-0367-y},
  timestamp = {Sun, 28 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ki/GrossMHP15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenMH15,
  author    = {Benjamin Paa{\ss}en and
               Bassam Mokbel and
               Barbara Hammer},
  title     = {A Toolbox for Adaptive Sequence Dissimilarity Measures for Intelligent
               Tutoring Systems},
  booktitle = {Proceedings of the 8th International Conference on Educational Data
               Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages     = {632},
  year      = {2015},
  crossref  = {DBLP:conf/edm/2015},
  url       = {http://www.educationaldatamining.org/EDM2015/proceedings/demo632.pdf},
  timestamp = {Fri, 25 Aug 2017 15:44:02 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/edm/PaassenMH15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PaassenMH15,
  author    = {Benjamin Paassen and
               Bassam Mokbel and
               Barbara Hammer},
  title     = {Adaptive structure metrics for automated feedback provision in Java
               programming},
  booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
               Bruges, Belgium, April 22-24, 2015},
  year      = {2015},
  crossref  = {DBLP:conf/esann/2015},
  url       = {http://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2015-43.pdf},
  timestamp = {Tue, 06 Nov 2018 17:01:10 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/esann/PaassenMH15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/0001MBH15,
  author    = {Alexander Schulz and
               Bassam Mokbel and
               Michael Biehl and
               Barbara Hammer},
  title     = {Inferring Feature Relevances From Metric Learning},
  booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2015,
               Cape Town, South Africa, December 7-10, 2015},
  pages     = {1599--1606},
  year      = {2015},
  crossref  = {DBLP:conf/ssci/2015},
  url       = {https://doi.org/10.1109/SSCI.2015.225},
  doi       = {10.1109/SSCI.2015.225},
  timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ssci/0001MBH15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijlt/GrossMPHP14,
  author    = {Sebastian Gross and
               Bassam Mokbel and
               Benjamin Paa{\ss}en and
               Barbara Hammer and
               Niels Pinkwart},
  title     = {Example-based feedback provision using structured solution spaces},
  journal   = {{IJLT}},
  volume    = {9},
  number    = {3},
  pages     = {248--280},
  year      = {2014},
  url       = {https://doi.org/10.1504/IJLT.2014.065752},
  doi       = {10.1504/IJLT.2014.065752},
  timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ijlt/GrossMPHP14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MokbelPH14,
  author    = {Bassam Mokbel and
               Benjamin Paa{\ss}en and
               Barbara Hammer},
  title     = {Adaptive distance measures for sequential data},
  booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
               Bruges, Belgium, April 23-25, 2014},
  year      = {2014},
  crossref  = {DBLP:conf/esann/2014},
  url       = {http://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2014-82.pdf},
  timestamp = {Tue, 29 Jul 2014 18:06:35 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/esann/MokbelPH14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MokbelPH14,
  author    = {Bassam Mokbel and
               Benjamin Paa{\ss}en and
               Barbara Hammer},
  title     = {Efficient Adaptation of Structure Metrics in Prototype-Based Classification},
  booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2014 - 24th
               International Conference on Artificial Neural Networks, Hamburg, Germany,
               September 15-19, 2014. Proceedings},
  pages     = {571--578},
  year      = {2014},
  crossref  = {DBLP:conf/icann/2014},
  url       = {https://doi.org/10.1007/978-3-319-11179-7\_72},
  doi       = {10.1007/978-3-319-11179-7\_72},
  timestamp = {Fri, 02 Nov 2018 09:39:37 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icann/MokbelPH14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/GrossMHP14,
  author    = {Sebastian Gross and
               Bassam Mokbel and
               Barbara Hammer and
               Niels Pinkwart},
  title     = {How to Select an Example? {A} Comparison of Selection Strategies in
               Example-Based Learning},
  booktitle = {Intelligent Tutoring Systems - 12th International Conference, {ITS}
               2014, Honolulu, HI, USA, June 5-9, 2014. Proceedings},
  pages     = {340--347},
  year      = {2014},
  crossref  = {DBLP:conf/its/2014},
  url       = {https://doi.org/10.1007/978-3-319-07221-0\_42},
  doi       = {10.1007/978-3-319-07221-0\_42},
  timestamp = {Sun, 21 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/its/GrossMHP14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MokbelLGH13,
  author    = {Bassam Mokbel and
               Wouter Lueks and
               Andrej Gisbrecht and
               Barbara Hammer},
  title     = {Visualizing the quality of dimensionality reduction},
  journal   = {Neurocomputing},
  volume    = {112},
  pages     = {109--123},
  year      = {2013},
  url       = {https://doi.org/10.1016/j.neucom.2012.11.046},
  doi       = {10.1016/j.neucom.2012.11.046},
  timestamp = {Sat, 20 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ijon/MokbelLGH13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/GrossMHP13,
  author    = {Sebastian Gross and
               Bassam Mokbel and
               Barbara Hammer and
               Niels Pinkwart},
  title     = {Towards Providing Feedback to Students in Absence of Formalized Domain
               Models},
  booktitle = {Artificial Intelligence in Education - 16th International Conference,
               {AIED} 2013, Memphis, TN, USA, July 9-13, 2013. Proceedings},
  pages     = {644--648},
  year      = {2013},
  crossref  = {DBLP:conf/aied/2013},
  url       = {https://doi.org/10.1007/978-3-642-39112-5\_79},
  doi       = {10.1007/978-3-642-39112-5\_79},
  timestamp = {Tue, 23 May 2017 01:06:25 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aied/GrossMHP13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MokbelGPPH13,
  author    = {Bassam Mokbel and
               Sebastian Gross and
               Benjamin Paa{\ss}en and
               Niels Pinkwart and
               Barbara Hammer},
  title     = {Domain-Independent Proximity Measures in Intelligent Tutoring Systems},
  booktitle = {Proceedings of the 6th International Conference on Educational Data
               Mining, Memphis, Tennessee, USA, July 6-9, 2013},
  pages     = {334--335},
  year      = {2013},
  crossref  = {DBLP:conf/edm/2013},
  url       = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_68.pdf},
  timestamp = {Wed, 10 Sep 2014 16:41:04 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/edm/MokbelGPPH13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/GrossMHP13,
  author    = {Sebastian Gross and
               Bassam Mokbel and
               Barbara Hammer and
               Niels Pinkwart},
  title     = {Towards a Domain-Independent {ITS} Middleware Architecture},
  booktitle = {{IEEE} 13th International Conference on Advanced Learning Technologies,
               {ICALT} 2013, Beijing, China, July 15-18, 2013},
  pages     = {408--409},
  year      = {2013},
  crossref  = {DBLP:conf/icalt/2013},
  url       = {https://doi.org/10.1109/ICALT.2013.124},
  doi       = {10.1109/ICALT.2013.124},
  timestamp = {Tue, 23 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icalt/GrossMHP13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iv/GisbrechtHMS13,
  author    = {Andrej Gisbrecht and
               Barbara Hammer and
               Bassam Mokbel and
               Alexander Sczyrba},
  title     = {Nonlinear Dimensionality Reduction for Cluster Identification in Metagenomic
               Samples},
  booktitle = {17th International Conference on Information Visualisation, {IV} 2013,
               London, United Kingdom, July 16-18, 2013},
  pages     = {174--179},
  year      = {2013},
  crossref  = {DBLP:conf/iv/2013},
  url       = {https://doi.org/10.1109/IV.2013.22},
  doi       = {10.1109/IV.2013.22},
  timestamp = {Tue, 29 Aug 2017 13:18:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/iv/GisbrechtHMS13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/GisbrechtMSZH12,
  author    = {Andrej Gisbrecht and
               Bassam Mokbel and
               Frank{-}Michael Schleif and
               Xibin Zhu and
               Barbara Hammer},
  title     = {Linear Time Relational Prototype Based Learning},
  journal   = {Int. J. Neural Syst.},
  volume    = {22},
  number    = {5},
  year      = {2012},
  url       = {https://doi.org/10.1142/S0129065712500219},
  doi       = {10.1142/S0129065712500219},
  timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/ijns/GisbrechtMSZH12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Mokbel12,
  author    = {Bassam Mokbel},
  title     = {Interview with Helge Ritter},
  journal   = {{KI}},
  volume    = {26},
  number    = {4},
  pages     = {411--413},
  year      = {2012},
  url       = {https://doi.org/10.1007/s13218-012-0189-0},
  doi       = {10.1007/s13218-012-0189-0},
  timestamp = {Sun, 28 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ki/Mokbel12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/MokbelGLPH12,
  author    = {Bassam Mokbel and
               Sebastian Gross and
               Markus Lux and
               Niels Pinkwart and
               Barbara Hammer},
  title     = {How to Quantitatively Compare Data Dissimilarities for Unsupervised
               Machine Learning?},
  booktitle = {Artificial Neural Networks in Pattern Recognition - 5th {INNS} {IAPR}
               {TC} 3 {GIRPR} Workshop, {ANNPR} 2012, Trento, Italy, September 17-19,
               2012. Proceedings},
  pages     = {1--13},
  year      = {2012},
  crossref  = {DBLP:conf/annpr/2012},
  url       = {https://doi.org/10.1007/978-3-642-33212-8\_1},
  doi       = {10.1007/978-3-642-33212-8\_1},
  timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/annpr/MokbelGLPH12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delfi/GrossMHP12,
  author    = {Sebastian Gross and
               Bassam Mokbel and
               Barbara Hammer and
               Niels Pinkwart},
  title     = {Feedback Provision Strategies in Intelligent Tutoring Systems Based
               on Clustered Solution Spaces},
  booktitle = {DeLFI 2012 - Die 10. e-Learning Fachtagung Informatik der Gesellschaft
               f{\"{u}}r Informatik e.V., 24.-26. September 2012, FernUniversit{\"{a}}t
               Hagen},
  pages     = {27--38},
  year      = {2012},
  crossref  = {DBLP:conf/delfi/2012},
  url       = {https://dl.gi.de/20.500.12116/4787},
  timestamp = {Mon, 16 Apr 2018 15:58:27 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/delfi/GrossMHP12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GisbrechtLMH12,
  author    = {Andrej Gisbrecht and
               Wouter Lueks and
               Bassam Mokbel and
               Barbara Hammer},
  title     = {Out-of-sample kernel extensions for nonparametric dimensionality reduction},
  booktitle = {20th European Symposium on Artificial Neural Networks, {ESANN} 2012,
               Bruges, Belgium, April 25-27, 2012},
  year      = {2012},
  crossref  = {DBLP:conf/esann/2012},
  url       = {https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2012-25.pdf},
  timestamp = {Tue, 29 Jul 2014 18:03:07 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/esann/GisbrechtLMH12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MokbelLGBH12,
  author    = {Bassam Mokbel and
               Wouter Lueks and
               Andrej Gisbrecht and
               Michael Biehl and
               Barbara Hammer},
  title     = {Visualizing the quality of dimensionality reduction},
  booktitle = {20th European Symposium on Artificial Neural Networks, {ESANN} 2012,
               Bruges, Belgium, April 25-27, 2012},
  year      = {2012},
  crossref  = {DBLP:conf/esann/2012},
  url       = {https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2012-99.pdf},
  timestamp = {Tue, 29 Jul 2014 18:03:07 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/esann/MokbelLGBH12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/HammerMSZ12,
  author    = {Barbara Hammer and
               Bassam Mokbel and
               Frank{-}Michael Schleif and
               Xibin Zhu},
  title     = {White Box Classification of Dissimilarity Data},
  booktitle = {Hybrid Artificial Intelligent Systems - 7th International Conference,
               {HAIS} 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part
               {I}},
  pages     = {309--321},
  year      = {2012},
  crossref  = {DBLP:conf/hais/2012-1},
  url       = {https://doi.org/10.1007/978-3-642-28942-2\_28},
  doi       = {10.1007/978-3-642-28942-2\_28},
  timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/hais/HammerMSZ12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SchleifMGTDH12,
  author    = {Frank{-}Michael Schleif and
               Bassam Mokbel and
               Andrej Gisbrecht and
               Leslie Theunissen and
               Volker D{\"{u}}rr and
               Barbara Hammer},
  title     = {Learning Relevant Time Points for Time-Series Data in the Life Sciences},
  booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2012 - 22nd
               International Conference on Artificial Neural Networks, Lausanne,
               Switzerland, September 11-14, 2012, Proceedings, Part {II}},
  pages     = {531--539},
  year      = {2012},
  crossref  = {DBLP:conf/icann/2012-2},
  url       = {https://doi.org/10.1007/978-3-642-33266-1\_66},
  doi       = {10.1007/978-3-642-33266-1\_66},
  timestamp = {Sun, 04 Jun 2017 10:10:01 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icann/SchleifMGTDH12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GisbrechtMH12,
  author    = {Andrej Gisbrecht and
               Bassam Mokbel and
               Barbara Hammer},
  title     = {Linear basis-function t-SNE for fast nonlinear dimensionality reduction},
  booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
               Brisbane, Australia, June 10-15, 2012},
  pages     = {1--8},
  year      = {2012},
  crossref  = {DBLP:conf/ijcnn/2012},
  url       = {https://doi.org/10.1109/IJCNN.2012.6252809},
  doi       = {10.1109/IJCNN.2012.6252809},
  timestamp = {Fri, 26 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ijcnn/GisbrechtMH12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GisbrechtMH11,
  author    = {Andrej Gisbrecht and
               Bassam Mokbel and
               Barbara Hammer},
  title     = {Relational generative topographic mapping},
  journal   = {Neurocomputing},
  volume    = {74},
  number    = {9},
  pages     = {1359--1371},
  year      = {2011},
  url       = {https://doi.org/10.1016/j.neucom.2010.12.011},
  doi       = {10.1016/j.neucom.2010.12.011},
  timestamp = {Sat, 20 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ijon/GisbrechtMH11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/HammerMSZ11,
  author    = {Barbara Hammer and
               Bassam Mokbel and
               Frank{-}Michael Schleif and
               Xibin Zhu},
  title     = {Prototype-Based Classification of Dissimilarity Data},
  booktitle = {Advances in Intelligent Data Analysis {X} - 10th International Symposium,
               {IDA} 2011, Porto, Portugal, October 29-31, 2011. Proceedings},
  pages     = {185--197},
  year      = {2011},
  crossref  = {DBLP:conf/ida/2011},
  url       = {https://doi.org/10.1007/978-3-642-24800-9\_19},
  doi       = {10.1007/978-3-642-24800-9\_19},
  timestamp = {Wed, 14 Nov 2018 10:52:52 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/ida/HammerMSZ11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsom/HammerGHMSZ11,
  author    = {Barbara Hammer and
               Andrej Gisbrecht and
               Alexander Hasenfuss and
               Bassam Mokbel and
               Frank{-}Michael Schleif and
               Xibin Zhu},
  title     = {Topographic Mapping of Dissimilarity Data},
  booktitle = {Advances in Self-Organizing Maps - 8th International Workshop, {WSOM}
               2011, Espoo, Finland, June 13-15, 2011. Proceedings},
  pages     = {1--15},
  year      = {2011},
  crossref  = {DBLP:conf/wsom/2011},
  url       = {https://doi.org/10.1007/978-3-642-21566-7\_1},
  doi       = {10.1007/978-3-642-21566-7\_1},
  timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/wsom/HammerGHMSZ11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsom/HammerBBM11,
  author    = {Barbara Hammer and
               Michael Biehl and
               Kerstin Bunte and
               Bassam Mokbel},
  title     = {A General Framework for Dimensionality Reduction for Large Data Sets},
  booktitle = {Advances in Self-Organizing Maps - 8th International Workshop, {WSOM}
               2011, Espoo, Finland, June 13-15, 2011. Proceedings},
  pages     = {277--287},
  year      = {2011},
  crossref  = {DBLP:conf/wsom/2011},
  url       = {https://doi.org/10.1007/978-3-642-21566-7\_28},
  doi       = {10.1007/978-3-642-21566-7\_28},
  timestamp = {Sun, 21 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/wsom/HammerBBM11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-3917,
  author    = {Wouter Lueks and
               Bassam Mokbel and
               Michael Biehl and
               Barbara Hammer},
  title     = {How to Evaluate Dimensionality Reduction? - Improving the Co-ranking
               Matrix},
  journal   = {CoRR},
  volume    = {abs/1110.3917},
  year      = {2011},
  url       = {http://arxiv.org/abs/1110.3917},
  archivePrefix = {arXiv},
  eprint    = {1110.3917},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1110-3917},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GisbrechtMH10,
  author    = {Andrej Gisbrecht and
               Bassam Mokbel and
               Barbara Hammer},
  title     = {Relational Generative Topographic Map},
  booktitle = {{ESANN} 2010, 18th European Symposium on Artificial Neural Networks,
               Bruges, Belgium, April 28-30, 2010, Proceedings},
  year      = {2010},
  crossref  = {DBLP:conf/esann/2010},
  url       = {https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2010-94.pdf},
  timestamp = {Tue, 29 Jul 2014 17:44:33 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/esann/GisbrechtMH10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/GisbrechtMHH10,
  author    = {Andrej Gisbrecht and
               Bassam Mokbel and
               Alexander Hasenfuss and
               Barbara Hammer},
  title     = {Visualizing Dissimilarity Data Using Generative Topographic Mapping},
  booktitle = {{KI} 2010: Advances in Artificial Intelligence, 33rd Annual German
               Conference on AI, Karlsruhe, Germany, September 21-24, 2010. Proceedings},
  pages     = {227--237},
  year      = {2010},
  crossref  = {DBLP:conf/ki/2010},
  url       = {https://doi.org/10.1007/978-3-642-16111-7\_26},
  doi       = {10.1007/978-3-642-16111-7\_26},
  timestamp = {Thu, 25 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ki/GisbrechtMHH10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gbrpr/MokbelHH09,
  author    = {Bassam Mokbel and
               Alexander Hasenfuss and
               Barbara Hammer},
  title     = {Graph-Based Representation of Symbolic Musical Data},
  booktitle = {Graph-Based Representations in Pattern Recognition, 7th {IAPR-TC-15}
               International Workshop, GbRPR 2009, Venice, Italy, May 26-28, 2009.
               Proceedings},
  pages     = {42--51},
  year      = {2009},
  crossref  = {DBLP:conf/gbrpr/2009},
  url       = {https://doi.org/10.1007/978-3-642-02124-4\_5},
  doi       = {10.1007/978-3-642-02124-4\_5},
  timestamp = {Sun, 21 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/gbrpr/MokbelHH09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2015,
  editor    = {Olga C. Santos and
               Jesus Boticario and
               Crist{\'{o}}bal Romero and
               Mykola Pechenizkiy and
               Agathe Merceron and
               Piotr Mitros and
               Jos{\'{e}} Mar{\'{\i}}a Luna and
               Marian Cristian Mihaescu and
               Pablo Moreno and
               Arnon Hershkovitz and
               Sebasti{\'{a}}n Ventura and
               Michel C. Desmarais},
  title     = {Proceedings of the 8th International Conference on Educational Data
               Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  publisher = {International Educational Data Mining Society {(IEDMS)}},
  year      = {2015},
  url       = {http://www.educationaldatamining.org/EDM2015/index.php?page=proceedings},
  isbn      = {978-8-4606-9425-0},
  timestamp = {Fri, 25 Aug 2017 15:44:02 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/edm/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2015,
  title     = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
               Bruges, Belgium, April 22-24, 2015},
  year      = {2015},
  url       = {https://www.elen.ucl.ac.be/esann/proceedings/papers.php?ann=2015},
  timestamp = {Tue, 06 Nov 2018 17:01:10 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/esann/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ssci/2015,
  title     = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2015,
               Cape Town, South Africa, December 7-10, 2015},
  publisher = {{IEEE}},
  year      = {2015},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7371400},
  isbn      = {978-1-4799-7560-0},
  timestamp = {Thu, 26 May 2016 20:04:21 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ssci/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2014,
  title     = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
               Bruges, Belgium, April 23-25, 2014},
  year      = {2014},
  url       = {https://www.elen.ucl.ac.be/esann/proceedings/papers.php?ann=2014},
  timestamp = {Tue, 29 Jul 2014 18:06:35 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/esann/2014},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2014,
  editor    = {Stefan Wermter and
               Cornelius Weber and
               Wlodzislaw Duch and
               Timo Honkela and
               Petia D. Koprinkova{-}Hristova and
               Sven Magg and
               G{\"{u}}nther Palm and
               Alessandro E. P. Villa},
  title     = {Artificial Neural Networks and Machine Learning - {ICANN} 2014 - 24th
               International Conference on Artificial Neural Networks, Hamburg, Germany,
               September 15-19, 2014. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {8681},
  publisher = {Springer},
  year      = {2014},
  url       = {https://doi.org/10.1007/978-3-319-11179-7},
  doi       = {10.1007/978-3-319-11179-7},
  isbn      = {978-3-319-11178-0},
  timestamp = {Fri, 02 Nov 2018 09:39:37 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icann/2014},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/its/2014,
  editor    = {Stefan Trausan{-}Matu and
               Kristy Elizabeth Boyer and
               Martha E. Crosby and
               Kitty Panourgia},
  title     = {Intelligent Tutoring Systems - 12th International Conference, {ITS}
               2014, Honolulu, HI, USA, June 5-9, 2014. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {8474},
  publisher = {Springer},
  year      = {2014},
  url       = {https://doi.org/10.1007/978-3-319-07221-0},
  doi       = {10.1007/978-3-319-07221-0},
  isbn      = {978-3-319-07220-3},
  timestamp = {Sun, 21 May 2017 00:20:19 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/its/2014},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aied/2013,
  editor    = {H. Chad Lane and
               Kalina Yacef and
               Jack Mostow and
               Philip I. Pavlik},
  title     = {Artificial Intelligence in Education - 16th International Conference,
               {AIED} 2013, Memphis, TN, USA, July 9-13, 2013. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {7926},
  publisher = {Springer},
  year      = {2013},
  url       = {https://doi.org/10.1007/978-3-642-39112-5},
  doi       = {10.1007/978-3-642-39112-5},
  isbn      = {978-3-642-39111-8},
  timestamp = {Tue, 23 May 2017 01:06:25 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aied/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2013,
  editor    = {Sidney K. D'Mello and
               Rafael A. Calvo and
               Andrew Olney},
  title     = {Proceedings of the 6th International Conference on Educational Data
               Mining, Memphis, Tennessee, USA, July 6-9, 2013},
  publisher = {International Educational Data Mining Society},
  year      = {2013},
  url       = {http://www.educationaldatamining.org/IEDMS/EDM2013},
  isbn      = {978-0-9839525-2-7},
  timestamp = {Wed, 10 Sep 2014 16:41:04 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/edm/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icalt/2013,
  title     = {{IEEE} 13th International Conference on Advanced Learning Technologies,
               {ICALT} 2013, Beijing, China, July 15-18, 2013},
  publisher = {{IEEE} Computer Society},
  year      = {2013},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6599403},
  isbn      = {978-0-7695-5009-1},
  timestamp = {Wed, 01 Jul 2015 15:29:17 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icalt/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iv/2013,
  editor    = {Ebad Banissi and
               Hanane Azzag and
               Mark W. McK. Bannatyne and
               Stefan Bertschi and
               Fatma Bouali and
               Remo Burkhard and
               John Counsell and
               Alfredo Cuzzocrea and
               Martin J. Eppler and
               Barbara Hammer and
               Mustapha Lebbah and
               Francis T. Marchese and
               Muhammad Sarfraz and
               Anna Ursyn and
               Gilles Venturini and
               Theodor G. Wyeld},
  title     = {17th International Conference on Information Visualisation, {IV} 2013,
               London, United Kingdom, July 16-18, 2013},
  publisher = {{IEEE} Computer Society},
  year      = {2013},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6656128},
  isbn      = {978-0-7695-5049-7},
  timestamp = {Tue, 29 Aug 2017 13:18:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/iv/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/annpr/2012,
  editor    = {Nadia Mana and
               Friedhelm Schwenker and
               Edmondo Trentin},
  title     = {Artificial Neural Networks in Pattern Recognition - 5th {INNS} {IAPR}
               {TC} 3 {GIRPR} Workshop, {ANNPR} 2012, Trento, Italy, September 17-19,
               2012. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {7477},
  publisher = {Springer},
  year      = {2012},
  url       = {https://doi.org/10.1007/978-3-642-33212-8},
  doi       = {10.1007/978-3-642-33212-8},
  isbn      = {978-3-642-33211-1},
  timestamp = {Wed, 24 May 2017 08:28:33 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/annpr/2012},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/delfi/2012,
  editor    = {J{\"{o}}rg Desel and
               J{\"{o}}rg M. Haake and
               Christian Spannagel},
  title     = {DeLFI 2012 - Die 10. e-Learning Fachtagung Informatik der Gesellschaft
               f{\"{u}}r Informatik e.V., 24.-26. September 2012, FernUniversit{\"{a}}t
               Hagen},
  series    = {{LNI}},
  volume    = {207},
  publisher = {{GI}},
  year      = {2012},
  url       = {https://dl.gi.de/handle/20.500.12116/4709},
  isbn      = {978-3-88579-601-5},
  timestamp = {Mon, 16 Apr 2018 15:58:27 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/delfi/2012},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2012,
  title     = {20th European Symposium on Artificial Neural Networks, {ESANN} 2012,
               Bruges, Belgium, April 25-27, 2012},
  year      = {2012},
  url       = {https://www.elen.ucl.ac.be/esann/proceedings/papers.php?ann=2012},
  timestamp = {Tue, 29 Jul 2014 18:03:07 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/esann/2012},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hais/2012-1,
  editor    = {Emilio Corchado and
               V{\'{a}}clav Sn{\'{a}}sel and
               Ajith Abraham and
               Michal Wozniak and
               Manuel Gra{\~{n}}a and
               Sung{-}Bae Cho},
  title     = {Hybrid Artificial Intelligent Systems - 7th International Conference,
               {HAIS} 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part
               {I}},
  series    = {Lecture Notes in Computer Science},
  volume    = {7208},
  publisher = {Springer},
  year      = {2012},
  url       = {https://doi.org/10.1007/978-3-642-28942-2},
  doi       = {10.1007/978-3-642-28942-2},
  isbn      = {978-3-642-28941-5},
  timestamp = {Fri, 26 May 2017 00:49:35 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/hais/2012-1},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2012-2,
  editor    = {Alessandro E. P. Villa and
               Wlodzislaw Duch and
               P{\'{e}}ter {\'{E}}rdi and
               Francesco Masulli and
               G{\"{u}}nther Palm},
  title     = {Artificial Neural Networks and Machine Learning - {ICANN} 2012 - 22nd
               International Conference on Artificial Neural Networks, Lausanne,
               Switzerland, September 11-14, 2012, Proceedings, Part {II}},
  series    = {Lecture Notes in Computer Science},
  volume    = {7553},
  publisher = {Springer},
  year      = {2012},
  url       = {https://doi.org/10.1007/978-3-642-33266-1},
  doi       = {10.1007/978-3-642-33266-1},
  isbn      = {978-3-642-33265-4},
  timestamp = {Sun, 04 Jun 2017 10:10:01 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icann/2012-2},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcnn/2012,
  title     = {The 2012 International Joint Conference on Neural Networks (IJCNN),
               Brisbane, Australia, June 10-15, 2012},
  publisher = {{IEEE}},
  year      = {2012},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6241467},
  isbn      = {978-1-4673-1488-6},
  timestamp = {Tue, 11 Sep 2012 10:01:32 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ijcnn/2012},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2011,
  editor    = {Jo{\~{a}}o Gama and
               Elizabeth Bradley and
               Jaakko Hollm{\'{e}}n},
  title     = {Advances in Intelligent Data Analysis {X} - 10th International Symposium,
               {IDA} 2011, Porto, Portugal, October 29-31, 2011. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {7014},
  publisher = {Springer},
  year      = {2011},
  url       = {https://doi.org/10.1007/978-3-642-24800-9},
  doi       = {10.1007/978-3-642-24800-9},
  isbn      = {978-3-642-24799-6},
  timestamp = {Wed, 14 Nov 2018 10:52:52 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/ida/2011},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wsom/2011,
  editor    = {Jorma Laaksonen and
               Timo Honkela},
  title     = {Advances in Self-Organizing Maps - 8th International Workshop, {WSOM}
               2011, Espoo, Finland, June 13-15, 2011. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {6731},
  publisher = {Springer},
  year      = {2011},
  url       = {https://doi.org/10.1007/978-3-642-21566-7},
  doi       = {10.1007/978-3-642-21566-7},
  isbn      = {978-3-642-21565-0},
  timestamp = {Sun, 21 May 2017 00:21:32 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/wsom/2011},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2010,
  title     = {{ESANN} 2010, 18th European Symposium on Artificial Neural Networks,
               Bruges, Belgium, April 28-30, 2010, Proceedings},
  year      = {2010},
  url       = {https://www.elen.ucl.ac.be/esann/proceedings/papers.php?ann=2010},
  timestamp = {Tue, 29 Jul 2014 17:44:33 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/esann/2010},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ki/2010,
  editor    = {R{\"{u}}diger Dillmann and
               J{\"{u}}rgen Beyerer and
               Uwe D. Hanebeck and
               Tanja Schultz},
  title     = {{KI} 2010: Advances in Artificial Intelligence, 33rd Annual German
               Conference on AI, Karlsruhe, Germany, September 21-24, 2010. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {6359},
  publisher = {Springer},
  year      = {2010},
  url       = {https://doi.org/10.1007/978-3-642-16111-7},
  doi       = {10.1007/978-3-642-16111-7},
  isbn      = {978-3-642-16110-0},
  timestamp = {Thu, 25 May 2017 00:42:14 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ki/2010},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gbrpr/2009,
  editor    = {Andrea Torsello and
               Francisco Escolano and
               Luc Brun},
  title     = {Graph-Based Representations in Pattern Recognition, 7th {IAPR-TC-15}
               International Workshop, GbRPR 2009, Venice, Italy, May 26-28, 2009.
               Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {5534},
  publisher = {Springer},
  year      = {2009},
  url       = {https://doi.org/10.1007/978-3-642-02124-4},
  doi       = {10.1007/978-3-642-02124-4},
  isbn      = {978-3-642-02123-7},
  timestamp = {Sun, 21 May 2017 00:18:55 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/gbrpr/2009},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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